Journal Articles

The NS CTA has published over 420 journal papers, including highly cited articles in Science and Nature.

Title

Authors

Venue

Date

Athena: Towards Decision-centric Anticipatory Sensor
Information Delivery

Lu Su (U. Buffalo); Shuochao Yao (University of Illinois
Urbana Champaign); Jongdeog Lee (UIUC); Lui Sha (UIUC); Kelvin Marcus (ARL);
Ramesh Govindan (USC); Reginald Hobbs (ARL); Shaohan Hu (UIUC); Jung-Eun Kim
(UIUC); Will Dron (BBN); Amotz Bar-Noy (CUNY); Tarek Abdelzaher (UIUC)

Journal of Sensor and Actuator Networks

2018-01-03

Link communities reveal multiscale complexity in networks

Yong-Yeol Ahn (NEU); James Bagrow (NEU); Sune Lehmann
(Harvard)

Nature

2010-06-20

On Sensor Selection in Linked Information Networks

Amotz Bar-Noy (CUNY); Simon Shamoun (CUNY); Charu Aggarwal
(IBM)

Computer Networks (COMNET)

2017-05-24

TANDEM: A Trust-based Agent Framework for Networked
Decision Making

Sibel Adali (RPI); Kevin Chan (ARL); JinHee Cho (ARL)

Computational and Mathematical Organization Theory

2015-11-03

Predicting Personality with Social Behavior: A Comparative
Study

Sibel Adali (RPI); Jennifer Golbeck (UMD)

Social Network Analysis and Mining

2014-03-01

Discovery of “comet” communities in temporal and labeled
graphs Com2

Miguel Araujo (Carnegie Mellon Unversity); Stephan
Günnemann (Carnegie Mellon Unversity); Spiros Papadimitriou (IBM); Christos
Faloutsos (CMU); Prithwish Basu (BBN); Ananthram Swami (ARL); Evangelos
Papalexakis (Carnegie Mellon University); Danai Koutra (Carnegie Mellon
University)

Knowledge and Information Systems, Springer

2015-05-24

Seeding influential nodes in non-submodular models of
information diffusion

Elliot Anshelevich (); Ameya Hate (); Malik
Magdon-Ismail (RPI)

Autonomous Agents and Multi-Agent Systems

2015-01-01

On Supervised Mining of Dynamic Content-based Networks

Charu Aggarwal (IBM); Nan Li (UCSB)

Journal of Statistical Analysis and Data Mining

2012-02-14

An Analysis of Optimal Link Bombs

Sibel Adali (RPI); Tina Liu (RPI); Malik Magdon-Ismail
(RPI)

Theoretical Computer Science

2012-03-13

Local, community and global centrality methods for
analyzing networks

Sibel Adali (RPI); Xiaohui Lu (RPI); Malik Magdon-Ismail
(RPI)

Social Network Analysis and Mining

2014-07-22

Network motifs emerge from interconnections that favour
stability

Marco Angulo (NEU); Yang-Yu Liu (Harvard Medical School);
Jean-Jacques Slotine (MIT)

Nature Physics

2015-07-13

Social fMRI: Investigating and Shaping Social Mechanisms
in the Real World

Alex Pentland (MIT); Inas Khayal (MIT); Cory Ip (MIT); Wei
Pan (MIT); Nadav Aharony (MIT)

Pervasive and Mobile Computing, vol. 7, pp. 643-659

2011-09-30

Evolutionary Network Analysis: A Survey

Charu Aggarwal (IBM); Karthik Subbian (University of
Minnesota)

ACM Computing Surveys

2014-04-03

Distributed flow optimization and cascading effects in
weighted complex networks

Andrea Asztalos (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

European Physical Journal B, 85: 288 (2012)

2012-08-20

Cascading failures in spatially-embedded random networks

Andrea Asztalos (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

PLoS One 9(1): e84563 (2014).

2014-01-06

Network discovery by generalized random walks

Andrea Asztalos (RPI); Zoltan Toroczkai (ND)

Europhysics Letters 92, 50008 (2010).

2010-12-23

Graph based anomaly detection and description: a survey

Leman Akoglu (CMU); Hanghang Tong (ASU); Daniel Koutra
(CMU)

Data Mining and Knowledge Discovery

2015-05-31

Mining Connection Pathways for Marked Nodes in Large
Graphs

Leman Akoglu (Stony Brook University); Jilles Vreeken
(University of Antwerp); Hanghang Tong (City College, City University of NY);
Duen Horng Chau (Georgia Tech); Nikolaj Tatti (K.U. Leuven); Christos
Faloutsos (Carnegie Mellon University)

SDM 2013

2013-05-02

Backpressure delay enhancement for encounter-based mobile
networks while sustaining throughput optimality

Majed Alresaini (King Saud University); Kwame-Lante Wright
(USC); Bhaska Krishnamachari ()

IEEE/ACM Transactions on Networking

2016-04-15

Network science: Luck or reason

Albert-Laszlo Barabasi (NEU)

Nature

2012-09-12

Robust Features for Link Prediction in MMOGs

Zoheb Borbora (UMN); Muhammad Ahmad (UMN); Karen Haigh
(BBN); Jaideep Srivastava (UMN)

INSNA Sunbelt XXXII

2012-03-12

Universality in network dynamics

Baruch Barzel (Bar-Ilan University); Albert-Laszlo
Barabasi (NEU)

Nature Physics

2013-09-08

Network link prediction by global silencing of indirect
correlations

Baruch Barzel (Northeastern University); Albert-Laszlo Barabasi
(NEU)

Nature Biotechnology

2013-08-07

Coupled catastrophes: sudden shifts cascade and hop among
interdependent systems

Charles Brummitt (UC Davis); George Barnett (UC Davis);
Raissa DSouza (UCD)

Journal of the Royal Society Interface

2015-11-11

Preserving Quality of Information by using Semantic
Relationships

Prithwish Basu (BBN); Jie Bao (Samsung Labs); Mike Dean
(BBN); James Hendler (RPI)

Elsevier Pervasive and Mobile Computing (PMC)

2013-08-02

Jigsaw percolation: What social networks can collaboratively
solve a puzzle?

Charles Brummitt (UC Davis); Shirshendu Chatterjee ();
Partha Dey (); David Sivakoff ()

The Annals of Applied Probability 25.4 (2015): 2013-2038.

2015-05-01

Suppressing cascades of load in interdependent networks

Charles Brummitt (UC Davis); Raissa DSouza (UCD);
Elizabeth Leicht (Oxford University)

PNAS

2012-02-21

Mission Command in the Age of Network-Enabled Operations:
Social Network Analysis of Information Sharing and Situation Awareness

Christian Lebiere (CMU); Diane Ungvarsky (ARL); Laura
Marusich (ARL); Sean Fitzhugh (ARL); Norbou Buchler (ARL); Cleotilde Gonzalez
(CMU)

Frontiers in Psychology (Cognitive Science); Special Issue
on Macro-Cognition: The Science and Engineering of Sociotechnical Work
Systems

2015-12-01

Dynamics of ranking processes in complex systems

Nicholas Blumm (Northeastern); Gourab Ghoshal
(Northeastern); Zalan Forro (ETH); Maximillian Schich (Northeastern);
Ginestra Bianconi (Northeastern); Jean-Philippe Bouchard (Capital Fund
Mgmt.); Albert-Laszlo Barabasi (NEU)

Physical Review Letters

2012-09-12

Analysis of user keyword similarity in online social
networks

Prantik Bhattacharyya (UC Davis); Ankush Garg (UC Davis);
Felix Wu (UCD)

Social Network Analysis and Mining

2010-10-20

Transdisciplinary electric power grid science

Charles Brummitt (UC Davis); Paul Hines (U Vermont); Ian
Dobson (U Iowa); Cris Moore (Santa Fe Institute); Raissa DSouza (UCD)

PNAS

2013-07-23

Search Tracker: Human-derived object tracking in-the-wild
through large-scale search and retrieval

Santhoshkumar Sunderrajan (UCSB); Carter De Leo (UCSB); B
Manjunath (UCSB); S Karthikeyan (UCSB); Archith Bency (UCSB)

IEEE Transactions on Circuits and Systems for Video
Technology

2017-08-01

Constructing minimal models for complex system dynamics

Baruch Barzel (Bar Ilan University); Yang-Yu Liu (Harvard
Medical School); Albert-Laszlo Barabasi (NEU)

Nature Communications

2015-05-20

Improved Approximation Algorithms for Weighted 2-path
Partitions

Ivo Vigan (CUNY); George Rabanca (CUNY); David Peleg
(Weizmann Institute); Amotz Bar-Noy (CUNY)

Discrete Applied Math

2018-04-01

What is network science?

ULRIK BRANDES (University of Konstanz); GARRY ROBINS
(University of Melbourne); ANN McCRANIE (Indiana University); Stanley
Wasserman (IU)

Network Science

2013-04-24

Exploiting Friendship Relations for Efficient Routing in
Mobile Social Networks

Eyuphan Bulut (RPI); Bolek Szymanski (RPI)

IEEE Trans. Parallel and Distributed Systems 23(12)
December 2012, pp. 2254-2265, spotlight paper for December 2012 issue.

2012-12-01

Constructing Limited Scale-Free Topologies Over
Peer-to-Peer Networks

Eyuphan Bulut (RPI); Bolek Szymanski (RPI)

IEEE Trans. Parallel and Distributed Systems,
24(4):919-928, 2014

2014-03-01

Influence of Personal Preferences on Link Dynamics in
Social Networks

Kevin Chan (ARL); Nitesh Chawla (ND); Bolek Szymanski
(RPI); ashwin Bahulkar (Rensselar Polytechnic Institute); Omar Lizardo (ND)

Complexity vol. 2017:4543563 (2017)

2017-09-20

Coevolution of a multilayer node‑aligned network whose
layers represent different social relations

Omar Lizardo (ND); Kevin Chan (ARL); ashwin Bahulkar
(RPI); Bolek Szymanski (RPI)

Computational Social Networks, 4:11 (2017)

https://doi.org/10.1186/s40649-017-0047-1

2017-11-06

A universal model for mobility and migration patterns

Albert-Laszlo Barabasi (NEU); Filippo Simini (NEU); Amos
Maritan (Padova University); Marta Gonzalez (MIT)

Nature

2012-04-20

Collective Response of Human Populations to Large-Scale
Emergencies

James Bagrow (Northeastern University); Dashun Wang (NEU);
Albert-Laszlo Barabasi (NEU)

PLoS One

2011-03-30

Some assembly required: leveraging Web science to
understand and enable team assembly

Noshir Contractor (NWU)

Philosophical Transactions of the Royal Society A

2013-03-31

A Survey on Trust Modeling

JinHee Cho (ARL); Kevin Chan (ARL); Sibel Adali (RPI)

ACM CSUR 48(2)

2015-07-31

Explosive Percolation with Multiple Giant Components

Wei Chen (UC Davis); Raissa D’Souza (UCD)

Physical Review Letters

2011-03-15

Multiple discontinuous percolation transitions on
scale-free networks

Wei Chen (Northeastern Univ); Raissa DSouza (UCD); Xin
Jiang (Beihang Univ); Zhiming Zheng (Beihang Univ)

Journal of Statistical Mechanics

2015-04-01

Unstable supercritical discontinuous percolation
transitions

Wei Chen (Chinese Academy of Sciences); Raissa DSouza
(UCD); Jan Nagler (Max Plank Institute)

Physical Review E

2013-10-22

Cyber War Game on Temporal Networks

JinHee Cho (ARL); Jianxi Gao (NEU)

PLOS ONE

2016-02-09

Rendezous Based Trust Propagation to Enhance Distributed
Network Security

Ningning Cheng (UCD); Kannan Govindan (UCD); Prasant
Mohapatra (UCD)

Int. J. Security and Networks,

2011-05-15

Graph regularized nonnegative matrix factorization for
data representation

Deng Cai (Zhejiang University); Xiaofei He (Zhejiang
University); Jiawei Han (UIUC); Thomas Huang (UIUC)

IEEE Transactions Pattern Analysis and Machine
Intelliegence

2011-08-31

Community Detection via Maximization of Modularity and Its
Variants

Mingming Chen (Rensselaer Polytechnic Institute (RPI));
Konstantin Kuzmin (RPI); Bolek Szymanski (RPI)

IEEE Transactions on Computational Social Systems, 1(1)
March 2014, pp. 46-65 (invited).

2014-03-31

The Structure and Dynamics of core/periphery Networks

Peter Csermely (Semmelweis U); Andras Londo (University of
Szeged); Ling-Yun Wu (Chinese Academy of Sciences); Brian Uzzi (NWU)

Journal of Complex Networks

2013-10-31

Multidimensional Networks and the Dynamics of
Sociomateriality: Bringing Technology Inside the Network

Noshir Contractor (NWU); PETER MONGE (USC); PAUL LEONARDI
(NWU)

International Journal of Communication

2011-04-25

Operational Information Content Sum Capacity: From Theory
to Practice

Ertugrul Ciftcioglu (ARL); Antonios Michaloliakos
(University of Southern California); Aylin Yener (Pennsylvania State
University); Konstantinos Psounis (University of Southern California); Thomas
La Porta (Pennsylvania State University); Ramesh Govindan (University of
Southern California)

Elsevier Journal od Computer Networks

2014-12-24

Phase transitions in supercritical explosive percolation

Wei Chen (UCD); Jan Nagler (Max Plank Institute); Raissa
DSouza (UCD)

Physical Review E

2013-05-24

A New Metric for Quality of Network Community Structure

Mingming Chen (Rensselaer Polytechnic Institute (RPI));
Tommy Nguyen (RPI); Bolek Szymanski (RPI)

ASE Human Journal, vol 2(4), September 2013, pp. 226-240.

2013-09-16

Topology design games and dynamics under adversarial
environments

Ananthram Swami (ARL); Prithwish Basu (BBN); Ambuj Singh
(UCSB); Derya Cansever (CERDEC); Ertugrul Ciftcioglu (ARL); Siddharth Pal
(BBN); Kevin Chan (ARL)

IEEE JSAC Special Issue on Game Theory for Networks

2017-02-20

Large-scale supervised similarity learning in networks

Shiyu Chang (UIUC); Guo-Jun Qi (UIUC); Yingzhen Yang
(UIUC); Charu Aggarwal (IBM); Jiayu Zhou (MSU); Meng Wang (Hefei University
of Technology); Thomas Huang (UIUC)

Knowledge and Information Systems

2015-10-10

Generative Models for Global Collaboration Relationships

Prithwish Basu (BBN); Ram Ramanathan (BBN); Ertugrul
Ciftcioglu (ARL)

Scientific Reports (Nature Publishing Group)

2017-09-11

Fuzzy Overlapping Community Quality Metrics

Mingming Chen (RPI); Bolek Szymanski (RPI)

Social Network Analysis and Mining, Springer, 5:40, July
2015, 14 pages.

2015-07-12

Microtransition Cascades to Percolation

Wei Chen (Chinese Academy of Sciences); Malte Schröder
(Max Planck Institute for Dynamics and Self-Organization); Raissa DSouza
(UCD); Didier Sornette (Santa Fe Institute); Jan Nagler (ETH Zurich,)

Physical Review Letters

2014-04-18

On the eigenfunctions of dynamic graphs: Fast tracking and
attribution algorithms

Chen Chen (Arizona State University); Hanghang Tong
(Arizona State University)

Statistical Analysis and Data Mining: The ASA Data Science
Journal, 2016

2016-06-30

Top-down and Bottom-up: A Combined Approach to Slot
Filling

Zheng Chen (CUNY); Suzanne Tamang (CUNY); Adam Lee (CUNY);
Xiang Li (CUNY); Marissa Passantino (CUNY); Heng Ji (CUNY)

Lecture Notes in Computer Science

2011-04-19

Eigen-optimization on Large Graphs by Edge Manipulation

Chen Chen (ASU); Hanghang Tong (IBM); Aditya Prakash (VT);
Tina Eliassi-Rad (Rutgers); Michalis Faloutsos (UCR); Christos Faloutsos
(CMU)

TKDD 2016

2016-06-01

Problematic internet use and psychosocial well-being among
MMO players

Scott Caplan (University of Delaware); Dmitri Williams
(USC); Nick Yee (Stanford University)

Computers in Human Behavior

2011-03-31

Maximizing Quality of Information from Multiple Sensor
Devices: The Exploration vs Exploitation Tradeoff

Ertugrul Ciftcioglu (PSU); Aylin Yener (PSU); Mike Neely
(USC)

IEEE Journal of Selected Topics in Signal Processing

2013-04-16

Deriving an underlying mechanism for discontinuous
percolation

Wei Chen (UC Davis); Zhimming Zheng (UC Davis); Raissa
DSouza (UCD)

Europhysics Letters

2012-12-01

Complex Networks: A winning strategy

Raissa DSouza (UCD)

Nature Physics

2013-02-24

Curtailing Cascading Failures

Raissa DSouza (UCD)

Science

2017-11-17

User Modeling on Demographic Attributes in Big Mobile
Social Networks

Yang Yang (Tsinghua); Yang Yang (ND); Jie Tang (Tsinghua);
Nitesh Chawla (ND); Yuxiao Dong (ND)

ACM Transactions on Information Systems (TOIS)

2016-12-01

Explosive phenomena in complex networks

Raissa DSouza (UCD); Jesus Gomez-Gardenes (UCD); Jan
Nagler (UCD); Alex Arenas (UCD)

Advances in Physics

2019-07-24

Predicting complex user behavior from CDR based social
networks

Gyorgy Korniss (RPI); Bolek Szymanski (RPI); Casey Doyle
(RPI); Zala Herga (Jožef Stefan Institute, Ljubljana, Slovenia); Stephen
Dipple (RPI); Dunja Mladenic (Jožef Stefan Institute, Ljubljana, Slovenia)

Information Sciences, vol. 500, pp. 217-228, 2019

2019-05-30

Can Scientific Impact Be Predicted?

Yuxiao Dong (ND); Reid Johnson (ND); Nitesh Chawla (ND)

IEEE Transactions on Big Data (TBD)

2016-03-01

Assortative Mating: Encounter-Network Topology and the
Evolution of Attractiveness

Bolek Szymanski (RPI); Thomas Caraco (University at
Albany, SUNY); Gyorgy Korniss (RPI); Tao Jia (RPI); Stephen Dipple (RPI)

Scientific Reports, vol. 7:45107 (2017)

2017-03-27

Supervised methods for multi- relational link prediction

Darcy Davis (Notre Dame); Ryan Lichtenwalter (ND); Nitesh
Chawla (ND)

Social Network Analysis and Modeling

2013-06-01

Manipulation among the arbiters of collective
intelligence: How Wikipedia administrators mold public opinion

Sanmay Das (Washington University); Allen Lavoie
(Washington University); Malik Magdon-Ismail (Rensselaer Polytechnic
Institute)

ACM Transactions on the Web (TWEB)

2016-12-04

A Model for Information Growth in Collective Wisdom
Processes

Sanmay Das (RPI); Malik Magdon-Ismail (RPI)

ACM Transactions on Knowledge Discovery from Data

2012-07-01

Explosive Percolation: Novel critical and supercritical
phenomena

Raissa DSouza (UCD); Jan Nagler (ETH Zurich)

Nature Physics, 11(7), 531-538, 2015

2015-11-05

Anomalous critical and supercritical phenomena in
explosive percolation

Raissa DSouza (UCD); Jan Nagler (ETH Zurich)

Nature Physics

2015-07-01

Exploiting the Wikipedia Structure in Local and Global
Classification of Taxonomic Relations

Quang Do (UIUC); Dan Roth (UIUC)

Natural Language Engineering

2012-03-14

Managing Redundant Content in Bandwidth Constrained
Wireless Networks

Srikanth Krishnamurthy (UCR); Harsha Madhyastha (U
Michigan); Amit Roy-Chowdhury (UC Riverside); Tuan Dao (UC Riverside); Thomas
LaPorta (PSU)

IEEE/ACM Transactions on Networking

2016-09-15

Unique in the shopping mall: On the reidentifiability of
credit card metadata

Yves-Alexandre de Montjoye (MIT); Laura Radaelli (Aarhu
University, Denmark); Vivek Kumar Singh (MIT); Alex Pentland (MIT)

Science

2015-01-20

Scaling identity connects human mobility and social
interactions

Pierre Deville (Universit catholique de Louvain); Chaoming
Song (University of Miami); Nathan Eagle (Northeastern University); Vincent
D. Blondel (Universit catholique de Louvain); Albert-Lszl Barabsi
(Northeastern University); Dashun Wang (Pennsylvania State University)

PNAS 2016

2016-06-28

The Effects of Communication Burstiness on Consensus
Formation and Tipping Points in Social Dynamics

Gyorgy Korniss (RPI); Casey Doyle (Rensselaer Polytechnic
Institute); Bolek Szymanski (RPI)

Phys. Rev. E 95, 062303 (2017).

2017-06-12

Social consensus and tipping points with opinion inertia

Casey Doyle (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

Physica A 443, 316-323 (2016).

2015-11-09

Inferring Social Status and Rich Club Effects in Enterprise
Communication Networks

Yuxiao Dong (University of Notre Dame); Jie Tang (Tsinghua
Unviersity); Nitesh Chawla (University of Notre Dame); Tiancheng Lou
(Google); Yang Yang (University of Notre Dame); Bai Wang (Beijing University
of Posts and Telecommunications)

PLOS ONE

2015-03-30

Master stability functions for complete, intra-layer and
inter-layer synchronization in multiplex networks

Xiaoqun Wu (UCD); Longkun Tang (UCD); Raissa DSouza (UCD)

Physical Review E

2019-01-03

Quality of Information-aware Mobile Applications

James Edwards (PSU); Ahmed Bahjat (PSU); Yurong Jiang
(USC); Trevor Cook (ARL); Thomas La Porta (PSU)

Pervasive and Mobile Computing, Eslevier

2013-05-20

Range-limited Centrality Measures in Complex Networks

Maria Ercsey-Ravasz (ND); Ryan Lychtenwalter (ND); Nitesh
Chawla (ND); Zoltan Toroczkai (ND)

Physical Review E

2012-06-06

Spread, then Target, and Advertise in Waves: Optimal
Capital Allocation Across Advertising Channels

Qing Zhao (Cornell); Santosh Venkatesh (UPenn); Saswati
Sarkar (UPenn); Victor Preciado (UPenn); Soheil Eshghi (Cornell); Raissa
DSouza (UCD); Ananthram Swami (ARL)

IEEE Transactions on Network Science and Engineering

2018-10-02

Exploiting Geolocation, User and Temporal Information for
Monitoring Natural Hazards on Twitter

Víctor Fresno (UNED); Arkaitz Zubiaga (University of
Warwick); Heng Ji (RPI); Raquel Martínez (UNED)

Procesamiento del Lenguaje Natural

2015-03-19

ClariSense+: An Enhanced Traffic Anomaly Explanation
Service Using Social Network Feeds

Jemin George (ARL); Lance Kaplan (ARL); Dong Wang (UIUC);
Tarek Abdelzaher (UIUC); Md Tanvir Amin (UIUC); Prasanna Giridhar (University
of Illinois at Urbana Champai); Raghu Ganti (IBM)

Pervasive and Mobile Computing

2016-12-01

Ranking stability and super-stable nodes in complex
networks

Gourab Ghoshal (Northeastern University); Albert-Laszlo
Barabasi (NEU)

Nature Communications

2011-07-19

Universal Resilience Patterns in Complex Networks

Jianxi Gao (NEU); Baruch Barzel (BIU); Albert-Laszlo
Barabasi (NEU)

Nature

2016-02-17

Collective behavior in the spatial spreading of obesity

Lazaros Gallos (CUNY); Pablo Barttfeld (Univ. of Buenos
Aires); Shlomo Havlin (Bar-Ilan University); Mariano Sigman
(sigman@df.uba.ar); Hernan Makse (CUNY)

Scientific Reports, Vol. 2, 454 (2012)

2012-06-14

Uncovering the role of elementary processes in network
evolution

Gourab Ghoshal (Northeastern University); Liping Chi (Central
China Normal University); Albert-Laszlo Barabasi (NEU)

Scientific Reports

2013-10-10

Cooperative Caching for Efficient Data Access in
Disruption Tolerant Networks

Wei Gao (PSU); Guohong Cao (PSU); Arun Iyengar (IBM);
Mudhakar Srivatsa (IBM)

IEEE Transactions on Mobile Computing

2014-04-24

On Exploiting Transient Social Contact Patterns for Data
Forwarding in Delay Tolerant Networks

Wei Gao (PSU); Guohong Cao (PSU); Thomas La Porta (PSU);
Jiawei Han (UIUC)

IEEE Transactions on Mobile Computing

2013-02-20

Identifying robust communities and multi-community nodes
by combining topdown and bottom-up approaches to clustering

Chris Gaiteri (Rush University Medical School); Mingming
Chen (RPI); Bolek Szymanski (RPI); Konstantin Kuzmin (RPI); Jierui Xie (RPI);
Changkyu Lee (Allen Institute for Brain Science); Timothy Blanche (Allen
Institute for Brain Science); Elias Chaibub Neto (Sage Bionetworks); Su-Chun
Huang (University of Washington); Thomas Grabowski (University of
Washington); Tara Madhyastha (University of Washington); Vitalina Komashko
(Trialomics)

Scientific Reports, vol. 5, Article number: 16361 (2015)

2015-11-09

Outlier Detection for Temporal Data: A Survey

Manish Gupta (microsoft); Jing Gao (Buffalo); Charu
Aggarwal (IBM); Jiawei Han (UIUC)

IEEE Trans. on Knowledge and Data Engineering

2014-01-01

Lossy Transmission of Correlated Sources over a Multiple
Access Channel: Necessary Conditions and Separation Results

Aylin Yener (The Pennsylvania State University); Deniz
Gunduz (Imperial College London); Basak Guler (The Pennsylvania State
University)

IEEE Transactions on Information Theory

2018-05-19

Predicting Future Popularity Trend of Events in
Microblogging Platforms

Manish Gupta (UIUC); Jing Gao (UIUC); Chengxiang Zhai
(UIUC); Jiawei Han (UIUC)

Proc. of 75th Annual Meeting of American Society for
Information Science & Technology (ASIS&T’12)

2012-10-28

Target Control of Complex Networks

Jianxi Gao (NEU); Yang-Yu Liu (NEU); Raissa DSouza (UCD);
Albert-Laszlo Barabasi (NEU)

Nature Communications

2014-11-12

A Graph-Based Consensus Maximization Approach for
Combining Multiple Supervised and Unsupervised Models

Jing Gao (U Buffao); Feng Liang (UIUC); Wei Fan (IBM
Watson); Yizhou Sun (UIUC); Jiawei Han (UIUC)

IEEE Transactions on Knowledge and Data Engineering (TKDE)

2013-03-01

Recent Progress on the Resilience of Complex Networks

Jianxi Gao (NEU); Xueming Liu (BU); Daqing Li (Beihang U);
Shlomo Havlin (BIU)

Energies

2015-10-27

Embedding Learning with Events in Heterogeneous Information
Networks

Huan Gui (UIUC); Jialu Liu (UIUC); Fangbo Tao (UIUC); Meng
Jiang (UIUC); Brandon Norick (UIUC); Lance Kaplan (ARL); Jiawei Han (UIUC)

IEEE Transactions on Knowledge and Data Engineering

2017-07-31

Social-aware Multicast in Disruption Tolerant Networks

Wei Gao (PSU); Qinghua Li (PSU); Bo Zhao (PSU); Guohong
Cao (PSU)

EEE/ACM Transactions on Networking, october

2012-10-12

Trust Computations and Trust Dynamics in Mobile Adhoc
Networks: A Survey

Kannan Govindan (UCD); Prasant Mohapatra (UCD)

IEEE Communications Surveys and Tutorials

2011-06-15

Integrating trends in decision-making research

Cleotilde Gonzalez (Carnegie Mellon University); Joachim
Meyer ()

Journal of Cognitive Engineering and Decision Making

2016-06-10

Co-occurrence Based Diffusion for Expert Search On the Web

Ziyu Guan (UCSB); Gengxin Miao (UCSB); Xifeng Yan (UCSB)

IEEE Transactions on Knowledge and Data Engineering

2012-04-01

TopicNets: Visual Analysis of Large Text Corpora with
Topic Modeling

Brynjar Gretarsson (UCSB); John ODonovan (UCSB); Svetlin
Bostandjiev (UCSB); Tobias Hollerer (UCSB); Arthur Asuncion (UCI); David
Newman (UCI); Padhraic Smyth (UCI)

ACM Transactions on Intelligent Systems and Technology
(TIST)

2011-04-20

One Tree Suffices: A Simultaneous O(1)-Approximation for
Single-Sink Buy-at-Bulk

Ashish Goel (Stanford); Ian Post (Stanford)

Theory of Computing

2012-07-20

Modeling Users’ Activity on Twitter Networks: Validation
of Dunbar’s Number

Bruno Goncalves (Indiana University); Nicola Perra
(Indiana University); Alessandro Vespignani (Indiana University)

PloS One

2011-08-03

How people interact in evolving online affiliation
networks

Lazaros Gallos (CUNY); Diego Rybski (CUNY); Fredrik
Liljeros (Stockholm University); Shlomo Havlin (Bar-Ilan University); Hernan
Makse (CUNY)

Physical Review X 2, 031014 (2012)

2012-07-27

Spanning connectivity in a multilayer network and its
relationship to site-bond percolation

Saikat Guha (BBN); Don Towsley (UMASS); Philippe Nain
(INRIA); Cagatay Capar (UMASS); Ananthram Swami (ARL); Prithwish Basu (BBN)

Physical Review E

2016-06-14

Using Social Sensors for Influence Propagation in Networks
with Positive and Negative Relationships

Basak Guler (The Pennsylvania State University); Burak Varan
(The Pennsylvania State University); Kaya Tutuncuoglu (The Pennsylvania State
University); Mohamed Nafea (The Pennsylvania State University); Ahmed A.
Zewail (The Pennsylvania State University); Aylin Yener (The Pennsylvania
State University); Damien Octeau (The Pennsylvania State University)

IEEE Journal of Selected Topics in Signal Processing

2015-01-06

Two-party Zero-error Function Computation with Asymmetric
Priors

Ananthram Swami (Army Research Laboratory); Aylin Yener
(The Pennsylvania State University); Prithwish Basu (Raytheon BBN
Technologies); Basak Guler (The Pennsylvania State University)

Entropy

2017-11-23

Mobile Crowdsensing: Current State and Future Challenges

Raghu Ganti (IBM); Fan Ye (IBM); Hui Lei (IBM Research)

IEEE Communications Magazine

2011-11-01

The Semantic Communication Game

Basak Guler (PSU); Aylin Yener (PSU); Ananthram Swami
(ARL)

IEEE Transactions on Cognitive Communications and
Networking

2018-08-15

Dynamic Shortest Path Algorithms for Hypergraphs

Jianhang Gao (UCD); Qing Zhao (UCD); Wei Ren (UCD);
Ananthram Swami (ARL); Ram Ramanathan (BBN); Amotz Bar-Noy (CUNY)

IEEE/ACM Transactions on Networking

2015-12-17

The Thinnest Path Problem

Jianhang Gao (UCD); Qing Zhao (UCD); Ananthram Swami (ARL)

IEEE/ACM Transactions on Networking

2015-08-01

The Minimum Information Dominating Set for Opinion
Sampling in Social Networks

Qing Zhao (UCD); Ananthram Swami (ARL); Jianhang Gao (UCD)

IEEE Transactions on Network Science and Engineering

2016-11-15

Peta vs Meta

James Hendler (RPI)

Big Data

2013-06-01

Data Integration for Heterogeneous Datasets

James Hendler (RPI)

Big Data

2014-12-01

Free-form Text Summarization in Social Sensing (Demo
Paper)

Hongzhao Huang (CUNY); Sam Anzaroot (CUNY); Heng Ji
(CUNY); Hieu Le (University of Illinois at Urbana Champai); Dong Wang (UIUC);
Tarek Abdelzaher (UIUC)

11th ACM/IEEE Conference on Information Processing in
Sensor Networks (IPSN)

2012-02-20

Conditions for Viral Influence Spreading through Multiplex
Correlated Social Networks

Yanqing Hu (CCNY); Shlomo Havlin (Bar Ilan); Hernan Makse
(CUNY)

Physical Review X 4, 021031 (2014)

2014-05-20

Network Synchronization in a Noisy Environment with Time
Delays: Fundamental Limits and Trade-Offs

David Hunt (RPI); Gyorgy Korniss (RPI); Bolek Szymanski
(RPI)

Phys. Rev. Lett. 105, 068701 (2010) [4 pages]

2010-08-10

The Impact of Competing Time Delays in Coupled Stochastic
Systems

David Hunt (RPI); Gyorgy Korniss (RPI); Bolek Szymanski
(RPI)

Physics Letters A

2011-01-31

LIFO-Backpressure Achieves Near-Optimal Utility-Delay
Tradeoff

Longbo Huang (USC); Scott Moeller (TrellisWare); Mike
Neely (USC); Bhaskar Krishnamachari (USC)

IEEE Transactions on Networking

2012-10-01

Liberal Entity Extraction: Rapid Construction of
Fine-Grained Entity Typing Systems

Lin Zhao (Robert Bosch LLC); Jiawei Han (UIUC); Heng Ji
(RPI); Xiang Ren (University of Illinois at Urbana-Champai); Xiaoman Pan
(RPI); Jonathan May (USC); Lifu Huang (RPI); James Hendler (RPI)

Big Data

2017-02-28

Extreme Fluctuations in Stochastic Network Coordination
with Time Delays

David Hunt (RPI); Ferenc Molnar (RPI); Bolek Szymanski
(RPI); Gyorgy Korniss (RPI)

Phys. Rev. E 92, 062816 (2015).

2015-12-14

Utility Optimal Scheduling in Processing Networks

Longbo Huang (USC); Mike Neely (USC)

Performance Evaluation, vol. 68, no. 11, pp 1002-1021,
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2011-10-02

Recognizing Experts on Social Media: A Heuristics Based
Approach

Benjamin Horne (RPI); Dorit Nevo (RPI); Sibel Adali (RPI)

ACM SIGMIS Database: the DATABASE for Advances in Information Systems

2018-10-28

Generalized Framework for Personalized Recommendations in
Agent Networks

Chung-wei Hang (NCSU); Munindar Singh (NCSU)

Journal of Autonomous Agents and Multi-Agent Systems

2011-11-15

Network Coordination and Synchronization in a Noisy
Environment with Time Delays

David Hunt (RPI); Bolek Szymanski (RPI); Gyorgy Korniss
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Phys. Rev. E 86, 056114 (2012).

2012-11-30

Trends in Computer Science Research

Apirak Hoonlor (Mahidol University, Thailand); Bolek
Szymanski (RPI); Mohammed Zaki (RPI)

Communication of the ACM, 56(10), October 2013, pp. 74-83

2013-09-29

Shin: Generalized Trust Propagation with Limited Evidence

Chung-wei Hang (NCSU); Zhe Zhang (NCSU); Munindar Singh
(NCSU)

Computer (IEEE)

2013-03-01

Control capacity and a random sampling method in exploring
controllability of complex networks

Tao Jia (Northeastern University); Albert-Laszlo Barabasi
(NEU)

Scientific Reports

2013-08-05

Balancing Speed and Coverage by Sequential Seeding in
Complex Networks

Tomasz Kajdanowicz (Wrocław University of Science and
Technology, Poland); Bolek Szymanski (RPI); Radoslaw Michalski (Wrocław
University of Science and Technology, Poland); Przemyslaw Kazienko (Wrocław
University of Science and Technology, Poland); Jaroslaw Jankowski (West
Pomeranian University of Technology, Poland); Piotr Brodka (Wrocław
University of Science and Technology, Poland)

Scientific Reports, vol 7, Article 891,
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2017-04-18

Catching synchronized behaviors in large networks: A graph
mining approach.

Meng Jiang (Tsinghua U); Peng Cui (Tsinghua U); Alex
Beutel (CMU); Christos Faloutsos (CMU); Shiqiang Yang (Tsinghua U)

TKDD 2016

2016-06-17

Tackling Representation, Annotation and Classification
Challenges for Temporal Knowledge Base

Heng Ji (CUNY); Taylor Cassidy (CUNY); Qi Li (CUNY);
Suzanne Tamang (CUNY)

Journal of Knowledge and Information Systems

2013-04-13

Inequality and Network Formation Games

Sam Johnson (UCD); Raissa DSouza (UCD)

Internet Mathematics

2014-12-03

Uncertainty Reduction for Knowledge Discovery and
Information Extraction on the World Wide Web

Heng Ji (CUNY); Hongbo Deng (UIUC); Jiawei Han (UIUC)

Proceedings of the IEEE (Special Issue on Web-Scale
Multimedia Processing and Applications)

2012-09-01

Knowledge Base Population: Successful Approaches and
Challenges

Heng Ji (CUNY); Ralph Grishman (NYU)

ACL2011

2011-04-19

Mining Strong Relevance between Heterogeneous Entities
from Unstructured Biomedical Data

Ming Ji (UIUC); Qi He (IBM); Jiawei Han (UIUC); Scott
Spangler (IBM)

Data Mining and Knowledge Discovery (DMKD)

2015-07-01

Querying knowledge graphs by example entity tuples

Nandish Jaryaram (University of Texas at Arlington);
Arijit Khan (UCSB); Changkai Li (University of Texas at Arlington)

IEEE Transactions on Knowledge and Data Engineering

2015-10-01

Emergence of bimodality in controlling complex networks

Tao Jia (Northeastern University); Yang-Yu Liu (NEU);
Endre Csoka (Eotvos Lorand, Hungary); Marton Posfai (Eotvos Lorand, Hungary);
Jean-Jacques Slotine (MIT); Albert-Laszlo Barabasi (NEU)

Nature Communications

2013-04-03

Re-ranking Summaries Based on Cross-document Information
Extraction

Heng Ji (CUNY); Juan Liu (CUNY); Benoit Favre
(Aix-Marseille Université); Dan Gillick (University of California, Berkeley);
Dilek Hakkani-Tur (Microsoft)

Lecture Notes in Computer Science

2011-04-19

Modeling trust dynamics in strategic interaction

Ion Juvina (Wright State University); Christian Lebiere
(CMU); Cleotilde Gonzalez (CMU)

Journal of Applied Research in Memory and Cognition

2015-09-30

Reinforced Similarity Integration in Image-Rich
Information Networks

Xin Jin (UIUC); Jiebo Luo (Kodak Research Laboratories);
Jie Yu (GE Global Research); Gang Wang (NTU); Dhiraj Joshi (GE Global
Research); Jiawei Han (UIUC)

IEEE Transactions on Knowledge and Data Engineering (TKDE)

2013-03-01

Towards Quality Aware Information Integration in
Distributed Sensing Systems

Wenjun Jiang (U. Buffalo); Chenglin Miao (U. Buffalo); Lu
Su (U. Buffalo); Qi Li (U. Buffalo); Shaohan Hu (UIUC); Shiguang Wang (UIUC);
Jing Gao (U. Buffalo); Hengchang Liu (UIUC); Tarek Abdelzaher (UIUC); Jiawei
Han (UIUC); Xue Liu (McGill U.); Yan Gao (U. Buffalo); Lance Kaplan (ARL)

IEEE Transactions on Parallel and Distributed Systems
(IEEE TPDS)

2017-03-01

Connecting Core Percolation and Controllability of Complex
Networks

Tao Jia (RPI); Marton Posfai (NEU)

Sci. Rep. 4, 5379, 2014

2014-06-20

Minimum-cost Network-wide Broadcast over Reliable
MAC-Layer Multicast

Matthew P. Johnson (); Brian Phelan (); Amotz Bar-Noy ();
Prithwish Basu (Raytheon BBN Technologies); Ram Ramanathan (Raytheon BBN
Technologies)

IEEE Transactions on Mobile Computing

2016-11-09

Minimum-cost Network-wide Broadcast through Reliable Link
Layer Multicast

Ram Ramanathan (BBN); Prithwish Basu (BBN); Amotz Bar-Noy
(CUNY); Brian Phelan (CUNY); Matthew Johnson (UCLA)

IEEE Transactions on Mobile Computing

2016-11-06

On the duration and intensity of cumulative advantage
competitions

Bo Jiang (UMASS); Liyuan Sun (Tsinghua University); Daniel
R. Figueredo (Federal University of Rio de Janeiro); Bruno Ribeiro (UMASS);
Don Towsley (UMASS)

Journal of Statistical Mechanics: Theory and Experiment

2015-11-15

Probing Limits of Information Spread with Sequential
Seeding

Piotr Brodka (WUST, Wroclaw, Poland); Radoslaw Michalski
(WUST, Wroclaw, Poland); Przemyslaw Kazienko (WUST, Wroclaw, Poland);
Jaroslaw Jankowski (WPUT, Szczecin, Poland); Bolek Szymanski (RPI)

Scientific Reports, 8:13996, Sept. 18, 2018

2018-09-18

An Analysis of the Matching Hypothesis in Networks

Tao Jia (RPI); Robert Spivey (Duke); Bolek Szymanski
(RPI); Gyorgy Korniss (RPI)

PLoS ONE 10(6): e0129804. doi:10.1371/
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2015-06-18

Quantifying patterns of research-interest evolution

Dashun Wang (NEU); Tao Jia (RPI); Bolek Szymanski (RPI)

Nature Human Behavior, vol. 1(4):0078, 2017

2017-03-20

What can gold farmers teach us about criminal networks?

Brian Keegan (NWU); Muhammad Ahmad (UMN); Dmitri Williams
(USC); Jaideep Srivastava (UMN); Noshir Contractor (NWU)

XRDS: Crossroads

2011-03-31

Rapid assessment of disaster damage using social media
activity

Yury Kryvasheyeu (National Information and Communications
Technology Australia); Haohui Chen (National Information and Communications
Technology Australia); Nick Obradovich (University of California San Diego);
Esteban Moro (Universidad Carlos III de Madrid); Pascal Van Hentenryck
(National Information and Communications Technology Australia); James Fowler
(University of California San Diego); Manuel Cebrian (National Information
and Communications Technology Australia)

Science Advances

2016-03-11

Parallelizing SLPA for Scalable Overlapping Community
Detection

Konstantin Kuzmin (RPI); Mingming Chen (RPI); Bolek
Szymanski (RPI)

Scientific Programming, vol. 2015, Article 461362, 18
pages, 2015

2015-06-17

Small but slow world: How network topology and burstiness
slow down spreading

Marton Karsai (Aalto University-BECS, Finland); Mikko
Kivelä (Aalto University-BECS, Finland); Raj Kumar Pan (Aalto
University-BECS, Finland); Kimmo Kaski (Helsinki University of Technology);
Janos Kertész (Budapest University of Technology and Economics);
Albert-Laszlo Barabasi (NEU)

Physical Review E

2011-02-18

Summarizing and understanding large graphs

Danai Koutra (); U Kang (); Jilles Vreeken ();
Christos Faloutsos (CMU)

Statistical Analysis and Data Mining: The ASA Data Science
Journal

2015-05-26

Supporting novel biomedical research via multilayer
collaboration networks

Konstantin Kuzmin (RPI); Xiaoyan Lu (RPI); Partha
Mukherjee (RPI); Juntao Zhuang (RPI); Chris Gaiteri (Rush University); Bolek
Szymanski (RPI)

Applied Network Science, vol. 1, article 11.

2016-11-17

Predicting charitable donations using social media

Rostyslav Korolov (RPI); Justin Peabody (WUSTL); Allen
Lavoie (WUSTL); Sanmay Das (WUSTL); Malik Magdon-Ismail (RPI); William
Wallace (RPI)

Social Network Analysis and Mining

2016-06-06

Sequential detection of temporal communities by
estrangement confinement

Vikas Kawadia (BBN); Sameet Sreenivasan (RPI)

Nature Scientific Reports

2012-10-19

Influence Maximization for Fixed Heterogeneous Thresholds

Gyorgy Korniss (RPI); Panagiotis Karampourniotis (RPI);
Bolek Szymanski (RPI)

Scientific Reports, 9:5573, 2019

2019-04-03

Entropy Measures of Human Communication Dynamics

Przemyslaw Kazienko (WUST, Wroclaw, Poland); Radosław
Michalski (WUST, Wroclaw, Poland); Bolek Szymanski (RPI); Marcin Kulisiewicz
(WUST, Wroclaw, Poland)

Scientific Reports, 8:15697, October 24, 2018,
doi::10.1038/s41598-018-32571-3

2018-10-24

The Impact of Heterogeneous Thresholds on Social Contagion
with Multiple Initiators

Panagiotis Karampourniotis (RPI); Sameet Sreenivasan
(RPI); Bolek Szymanski (RPI); Gyorgy Korniss (RPI)

PLOS ONE 10(11): e0143020 (2015).

2015-11-16

D elta C on: Principled Massive-Graph Similarity Function
with Attribution

Danai Koutra (UMICH); Neil Shah (CMU); Joshua T.
Vogelstein (John Hopkins); Brian Gallagher (Lawrence Livermore National
Laboratory); Christos Faloutsos (CMU)

ACM Transactions on Knowledge Discovery from Data

2016-02-15

GBASE: An Efficient Analysis Platform for Large Graphs.

U Kang (CMU); Hanghang Tong (IBM); Jimeng Sun (IBM);
Ching-Yung Lin (IBM); Christos Faloutsos (CMU)

VLDB Journal 2012

2012-03-01

NeMa: Fast Graph Search with Label Similarity

Arijit Khan (UCSB); Yinghui Wu (UCSB); Charu Aggarwal
(IBM); Xifeng Yan (UCSB)

VLDB 2013

2013-01-22

Guven: Estimating Trust from Communications

Anup Kalia (NCU); Zhe Zhang (NCSU); Munindar Singh (NCSU)

Journal of Trust Management

2016-01-05

Combining Flat and Structured Approaches for Temporal Slot
Filling or: How Much to Compress?

Qi Li (CUNY); Javier Artiles (CUNY); Taylor Cassidy
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Lecture Notes in Computer Science

2012-04-25

Control principles of complex systems

Yang-Yu Liu (Harvard); Albert-Laszlo Barabasi (NEU)

REVIEWS OF MODERN PHYSICS

2016-09-06

The Self-Organization of Dragon Kings

Raissa DSouza (UCD); Pierre-Andre Noel (UCD); Martin
Rohden (UCD); Keith Burghardt (UCD); Yuansheng Lin (UCD)

Physical Review E

2018-08-27

Towards Limited Scale-free Topology with Dynamic Peer
Participation

Xiaoyan Lu (RPI); Eyuphan Bulut (RPI); Bolek Szymanski
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Computer Networks, 106, pp. 109-121 (2016).

2016-07-07

LPmade: Link Prediction Made Easy

Ryan Lichtenwalter (ND); Nitesh Chawla (ND)

Journal of Machine Learning Research

2011-08-31

Information Diffusion in Mobile Social Networks: The Speed
Perspective

Zongqing Lu (PSU); Guohong Cao (PSU)

IEEE INFOCOM

2014-05-11

Vertex collocation profiles: theory, computation, and
results

Ryan Lichtenwalter (ND); Nitesh Chawla (ND)

SpringerPlus

2014-02-03

The effects of diversity and network ties on innovations:
The emergence of a new scientific field

Alina Lungeanu (NWU); Noshir Contractor (NWU)

American Behavioral Scientist

2015-03-30

Towards Information Diffusion in Mobile Social Networks

Zongqing Lu (PSU); Guohong Cao (PSU)

IEEE Transactions on Mobile Computing

2016-10-10

Once Upon A Time: Understanding Team Dynamics as
Relational Event Networks

Leslie DeChurch (Northwestern University); Roger Leenders
(Tilburg University); Noshir Contractor (Northwestern University)

Organizational Psychology Review

2016-06-06

Once upon a time: Understanding team processes as
relational event networks

Roger Leenders (Tilburg University); Noshir S. Contractor
(Northwestern University); Leslie A. DeChurch (Georgia Institute of
Technology)

Organizational Psychology Review

2016-02-05

The fundamental advantages of temporal networks

Albert-Laszlo Barabasi (NEU); Long Wang (Peking
University); Yang-Yu Liu (Harvard Medical School); Sean Cornelius (NEU);
Aming Li (NEU)

Science

2017-11-24

Core Percolation on Complex Networks

Yang-Yu Liu (NEU); Endre Csóka (Eötvös Loránd University);
Haijun Zhou (Chinese Academy of Sciences); Márton Pósfai (Eötvös Loránd
University)

Physical Review Letters

2012-11-14

Swarm: Mining Relaxed Temporal Moving Object Clusters

Zhenhui Li (UIUC); Bolin Ding (UIUC); Jiawei Han (UIUC);
Roland Kays (New York State Museum)

Proc. 2010 Int. Conf. on Very Large Data Bases (VLDB’10)

2010-09-13

Do Emotions Expressed Online Correlate with Actual Changes
in Decision-Making?: The Case of Stock Day Traders

Bin Liu (Google); Ramesh Govindan (USC); Brian Uzzi (NWU)

PloS one

2016-01-14

Mining Periodic Behaviors of Object Movements for Animal
and Biological Sustainability Studies

Zhenhui Li (UIUC); Jiawei Han (UIUC); Bolin Ding (UIUC);
Roland Kays (New York State Museum)

Data Mining and Knowledge Discovery

2011-06-12

MoveMine: Mining Moving Object Data for Discovery of
Animal Movement Patterns

Zhenhui Li (UIUC); Jiawei Han (UIUC); Ming Ji (UIUC); Lu-An
Tang (UIUC); Yintao Yu (UIUC); Bolin Ding (UIUC); Jae-Gil Lee (KAIST); Roland
Kays (NY State Museum)

ACM Transactions on Intelligent Systems and Technology
(ACM TIST)

2011-07-01

Incremental Joint Extraction of Entity Mentions and
Relations

Qi Li (CUNY); Heng Ji (RPI)

the 52nd Annual Meeting of the Association for
Computational Linguistics (ACL2014)

2014-01-16

The Retraction Penalty

Susan Lu (U of Rochester); Ginger Jin (NBER); Benjamin
Jones (NWU); Brian Uzzi (NWU)

Nature Scientific Reports

2013-11-06

Adaptive Modularity Maximization via Edge Weighting Scheme

Bolek Szymanski (RPI); Mingming Chen (Google, Inc);
Konstantin Kuzmin (RPI); Xiaoyan Lu (RPI)

Information Sciences, 424:55-68 Oct. 2017

2017-10-06

Conflicts to Harmony: A Framework for Resolving Conflicts
in Heterogeneous Data by Truth Discovery

Yaliang Li (State University of New York at Buffalo); Qi
Li (State University of New York at Buffalo); Jing Gao (State University of
New York at Buffalo)

IEEE Transactions on Knowledge and Data Engineering

2016-08-08

Limits of Risk Predictability in a Cascading Alternating
Renewal Process Model

Bolek Szymanski (RPI); Jonathan Bakdash (ARL); Gyorgy
Korniss (RPI); Alaa Moussawi (RPI); Xin Lin (RPI)

Scientific Reports, 7:6699 (2017)

2017-07-27

Inferring Personal Financial Status from Social Network
Location

Hernan Makse (CUNY); Flaviano Morone (City College of New
York); Carlos Sarraute (GRANDATA); Shaojun Luo (CCNY)

Nature Communications

2017-05-16

Exploiting Channel Memory for Multi-User Wireless
Scheduling without Channel Measurement: Capacity Regions and Algorithms

Chih-Ping Li (USC); Mike Neely (USC)

Elsevier Performance Evaluation, Aug. 2011

2011-10-02

Vulnerability and controllability of networks of networks

Xueming Liu (BU); Hao Peng (ZJNU); Jianxi Gao (NEU)

Chaos, Solitons and Fractals

2015-09-07

Scalable Prediction of Global Online Media News Virality

Bolek Szymanski (RPI); Xiaoyan Lu (RPI)

IEEE Trans. Computational Social Systems, 5(3):858-870,
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2018-08-15

Controllability of complex networks

Yang-Yu Liu (NEU); Jean-Jacques Slotine (MIT);
Albert-Laszlo Barabasi (NEU)

Nature

2011-05-12

Control centrality and hierarchical structure in complex
networks

Yang-Yu Liu (NEU); Jean-jacques Slotine (MIT);
Albert-Laszlo Barabasi (NEU)

Public Library of Science

2012-09-27

The observability of complex systems

Yang-Yu Liu (Northeastern University); Jean-Jacques
Slotine (Northeastern University); Albert-Laszlo Barabasi (NEU)

Proceedings of the National Academy of Sciences

2013-01-28

Breakdown of interdependent directed networks

Xueming Liu (Boston University); H. Eugene Stanley (Boston
University); Jianxi Gao (NEU)

Proceedings of the National Academic of Sciences of United
States of America

2016-02-02

A Latent Parameter Node-Centric Model for Spatial Networks

Nicholas Larusso (UCSB); Ambuj Singh (UCSB); Brian
Ruttenberg (UCSB)

PLOS ONE

2013-09-23

Optimizing Information Credibility in Social Swarming
Applications

Bin Liu (USC); Peter Terlecky (CUNY); Amotz Bar-Noy
(CUNY); Ramesh Govindan (USC); Mike Neely (USC); Dror Rawitz (CUNY)

IEEE Transactions on Parallel and Distributed Systems

2011-04-18

Timely Report Delivery in Social Swarming Applications

Bin Liu (USC); Peter Terlecky (CUNY); Xu Xing (USC); Amotz
Bar-Noy (CUNY); Ramesh Govindan (USC); Dror Rawitz (CUNY)

IEEE Transactions on Wireless Communication

2014-10-08

Triadic Evolution in a Large-scale Mobile Phone Network

Omar Lizardo (ND); Cheng Wang (UC Irvine); David Hachen
(ND)

Journal of Complex Networks

2015-06-30

ePeriodicity: Mining Event Periodicity from Incomplete
Observations

Zhenhui Li (psu); Jingjing Wang (uiuc); Jiawei Han (UIUC)

IEEE Transactions on Knowledge and Data Engineering (TKDE)

2015-01-01

Inducing effect on the percolation transition in complex
networks

Yang-Yu Liu (Northeastern University); Jin-Hua Zhao
(Chinese Aca. of Sciences); Hai-Jun Zhou (Chinese Aca. of Sciences)

Nature Communications

2013-09-09

NP-Hardness and Inapproximability of Sparse PCA

Malik Magdon-Ismail (RPI)

Information Processing Letters

2017-05-30

Effects of Information Availability on Command and Control
Decision-Making: Performance, Trust, and Situation Awareness

Laura Marusich (ARL); Jonathan Bakdash (ARL); John
ODonovan (UCSB); Norbou Buchler (ARL); Tobias Hollerer (UCSB); Cleotilde
Gonzalez (CMU); Emrah Onal (SA Technologies); Michael Yu (Carnegie Mellon
University); James Schaffer (UCSB)

Human Factors

2016-03-01

Mining evolving network processes

Misael Mongiovi (UCSB); Petko Bogdanov (UCSB); Ambuj Singh
(UCSB)

IEEE International Conference on Data Mining (ICDM) 2013

2013-04-22

Making a Small World Smaller: Path Optimization in
Networks

Ambuj Singh (UCSB); Petko Bogdanov (SUNY, Albany); Sourav
Medya (UCSB)

IEEE Transactions on Knowledge and Data Engineering

2018-01-12

Sensing the `Health State’ of our Society

Anmol Madan (MIT); Manuel Cebrian (MIT); Sai Moturu (MIT);
Katayoun Farrahi (IDIAP and EPF); Alex Pentland (//web.media.mit.edu/~sandy/)

Pervasive Computing

2011-10-21

Dominating Scale-Free Networks Using Generalized
Probabilistic Methods

Ferenc Molnar (RPI); Noemi Derzsy (RPI); Eva Czabarka
(University of South Carolina); Laszlo Szekely (University of South
Carolina); Bolek Szymanski (RPI); Gyorgy Korniss (RPI)

Scientific Reports 4, 6308 (2014).

2014-09-09

Limits of Predictability of Cascading Overload Failures in
Spatially-Embedded Networks with Distributed Flows

Bolek Szymanski (RPI); Gyorgy Korniss (RPI); Xin Lin
(RPI); Noemi Derzsy (RPI); Alaa Moussawi (RPI)

Scientific Reports, vol. 7:11729 (2017)

2017-09-15

The k-core as a predictor of structural collapse in
mutualistic ecosystems

Hernan Makse (CUNY); Gino Del Ferraro (CUNY); Flaviano
Morone (CUNY)

Nature Physics

2018-10-22

Building Damage-Resilient Dominating Sets in Complex
Networks against Random and Targeted Attacks

Ferenc Molnar (RPI); Noemi Derzsy (RPI); Bolek Szymanski
(RPI); Gyorgy Korniss (RPI)

Scientific Reports 5, 8321 (2015).

2015-02-09

Moralization in social networks and the emergence of
violence during protests

Marlon Mooijman (USC); Joe Hoover (USC); Ying Lin
(Rensselaer Polytechnic Institute); Heng Ji (RPI); Morteza Dehghani (USC)

Nature Human Behavior

2018-05-23

Moralization in Social Networks and the Emergence of
Violent Protests

Marlon Mooijman (Northwestern University); Joe Hoover
(USC); Ying Lin (USC); Heng Ji (RPI); Morteza Dehghani (USC)

Nature Human Behaviour

2018-06-01

Benford’s Distribution in Complex Networks

Mikolaj Morzy (Pozna´n University of Technology); Tomasz
Kajdanowicz (Wrocław University of Science and Technology); Bolek Szymanski
(RPI)

Scientific Reports, vol. 6, Article 34917, 2016.
doi:10.1038/srep34917

2016-10-17

Influence maximization in complex networks through optimal
percolation

Flaviano Morone (CUNY); Hernan Makse (CUNY)

Nature

2015-07-01

Statistical Signs of Social Influence on Suicides

Hygor Melo (UFC); Andre Moreira (UFC); Elcio Batista
(UFC); Hernan Makse (CUNY); Jose Andrade (UFC)

Scientific Reports 4, 6239 (2014)

2014-09-01

Collective Influence Algorithm to find influencers via
optimal percolation in massively large social media

Flaviano Morone (City College of New York); Byungjoon Min
(CUNY); Lin Bo (CCNY); Romain Mari (CCNY); Hernan Makse (CUNY)

Scientific Reports

2016-07-26

Estimating robustness in large social graphs

Fragkiskos D. Malliaros (cole
PolytechniquePalaiseauFrance); Vasileios Megalooikonomou (University of
PatrasRioGreece); Christos Faloutsos (CMU)

Knowledge and Information Systems

2015-12-31

Approximating the Covariance Matrix of GMMs with Low-rank
Perturbations

Malik Magdon-Ismail (RPI); Jonathan Purnell (RPI)

International Journal of Data Mining, Modellingand
management, Special Issue on the best papers of IDEAL ’10 (invited) to
appear.

2011-08-12

Origins of power-law degree distribution in the
heterogeneity of human activity in social networks

Lev Muchnik (Hebrew University of Jerusalem); Sen Pei
(CCNY, Beihang University); Lucas Parra (CCNY); Saulo Reis (Universidade
Federal do Ceara); J. Soares Andrade (Universidade Federal do Ceara); Shlomo
Havlin (Bar-Ilan University); Hernan Makse (CCNY)

Scientific Reports: 3, 1783 (2013)

2013-05-07

Selective Harvesting over Networks

Krista Gile (UMASS); Don Towsley (UMASS); Gisele Pappa
(UFMG); Bruno Ribeiro (Purdue); Diogo Reno (UFMG); Fabricio Murai (UMASS)

Data Mining and Knowledge Discovery

2018-01-01

On Set Size Distribution Estimation and the
Characterization of Large Networks via Sampling

Fabricio Murai (UMASS); Bruno Ribeiro (UMASS); Don Towsley
(UMASS); Pinghui Wang (Xi’an Jiaotong University)

IEEE JSAC special issue on Network Science

2013-04-10

Contextual Anomaly Detection in Text Data

Amogh Mahapatra (UMN); Nisheeth Srivastava (UMN); Jaideep
Srivastava (UMN)

Algorithms

2012-10-19

Minimum Dominating Sets in Scale-Free Network Ensembles

Ferenc Molnar (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

Scientific Reports 3, 1736 (2013).

2013-04-26

A New Method for Identifying Recombinations of Existing
Knowledge Associated with High Impact Innovation

Satyam Mukherjee (NWU); Brian Uzzi (NWU); Ben Jones (NWU);
Michael Stringer (Datascope.com)

Journal of Product Innovation Management

2016-03-01

Subset Source Coding

Ebrahim Molavianjazi (PSU); Aylin Yener (PSU)

IEEE Transactions on Information Theory

2018-06-05

Optimal Peer-to-Peer Scheduling for Mobile Wireless
Networks with Redundantly Distributed Data

Mike Neely (USC)

IEEE Transactions on Mobile Computing

2013-01-09

Controlling self-organizing dynamics on networks using
models that self-organize

Pierre-Andre Noel (UCD); Charles Brummitt (UCD); Raissa
DSouza (UCD)

Physical Review Letters

2013-08-12

Bottom-up model of self-organized criticality on networks

Pierre-Andre Noel (UCSD); Charles Brummitt (UCSD); Raissa
DSouza (UCD)

Physical Review E

2014-01-15

Harvesting Social Signals to Inform Peace Processes
Implementation and Monitoring

Madhav Joshi (ND); Henry Dambanemuya (ND); Aastha Nigam
(ND); Nitesh Chawla (ND)

Big Data

2017-10-24

The impact of variable commitment in the Naming Game on
consensus formation

Gyorgy Korniss (RPI); Bolek Szymanski (RPI); Casey Doyle
(RPI); Xiang Niu (RPI)

Scientific Reports, vol. 7, 41750; doi: 10.1038/srep41750
(2017).

2017-02-02

MassExodus: modeling evolving networks in harsh
environments

Saket Navlakha (Center for Integrative Biology, The Salk
Institute for Biological Studies, La Jolla, CA); Christos Faloutsos (CMU);
Ziv Bar-Joseph (CMU)

Data Mining and Knowledge Discovery

2015-09-30

Evolution of Threats in the Global Risk Network

Bolek Szymanski (RPI); Gyorgy Korniss (RPI); Alaa Moussawi
(RPI); Xiang Niu (RPI)

Applied Network Science, vol. 3:24, 2018

https://doi.org/10.1007/s41109-018-0077-0

2018-08-10

Max Weight Learning Algorithms for Scheduling in Unknown
Environments

Thomas La Porta (PSU); Scott Rager (PSU); Mike Neely (USC)

IEEE Transactions on Automatic Control

2011-10-03

File dissemination in dynamic graphs: The case of
independent and correlated links in series

Philippe Nain (Inria); Don Towsley (University of
Massachusetts Amherst)

ACM Transactions on Modeling and Performance

2016-11-01

Geographic Constraints on Social Network Groups

Jukka-Pekka Onnela (Medical School, Harvard University);
Samuel Arbesman (Ewing Marion Kauffman Foundation); Marta Gonzalez (MIT);
Albert-Laszlo Barabasi (NEU); Nicholas Christakis (Medical School, Harvard
University)

PLoS One

2011-04-04

A worldwide model for boundaries of urban settlements

Hernan Makse (CUNY); Jose de Andrade (UFC); Vasco Furtado
(Unifor); Erneson Oliveira (UFC)

R. Soc. open sci. 5: 180468 (2018)

2018-04-03

Societies Nervous System: Building Effective Government,
Energy and Public Health Systems

Alex Pentland (MIT)

IEEE Computer, January 2012, pp. 31-38

2011-12-01

Propagation and Immunization in Large Networks

B. Aditya Prakash (Carnegie Mellon University)

Crossroads: The ACM Magazine for Students-Big Data Issue

2012-10-16

The New Science of Building Great Teams

Alex Pentland (MIT)

Harvard Business Review , 4/2012

2012-04-24

Beyond the Echo Chamber

Alex Pentland (MIT)

Harvard Business Review

2013-10-24

Urban characteristics attributable to density-driven tie
formation

Alex Pentland (MIT)

Nature Communications

2013-06-04

The Data-Driven Society

Alex Pentland (MIT)

Scientific American

2013-09-15

Inducing Peer Pressure to Promote Cooperation

Alex Pentland (MIT)

Nature Science Reports

2013-04-26

Argument Schemes for Reasoning about Trust

Simon Parsons (CUNY); Katie Atkinson (U. Liverpool, UK);
Karen Haigh (BBN); Karl Levitt (UCD); Peter McBurney (KIngs College, London);
Jeff Rowe (UCD); Munindar Singh (NCSU); Elizabeth Sklar (CUNY)

Argumentation and Computation

2013-02-28

Composite Social Network for Prediciting Mobile Apps Installation

Wei Pan (MIT); Nadav Aharony (MIT); Alex Pentland (MIT)

Association for the Advancement of Artificial Intelligence
2011

2011-10-21

Modeling Dynamical Influence in Human Interaction

Wei Pan (MIT); Wen Dong (MIT); Manuel Cebrian (UCSD);
Taemie Kim (MIT); James Fowler (UCSD); Alex Pentland (MIT)

IEEE Signal Processing Magazine, vol. 29, no 2, March
2012, pp. 77-86

2012-02-15

Controllability of multiplex, multi-time-scale networks

Margon Posfai (UCSD); Jianxi Gao (NEU); Sean P. Cornelius
(NEU); Albert Barabasi (NEU); Raissa Dsouza (UCSD)

Physical Review E

2016-09-26

Controllability of multilayer, multi-timescale networks

Marton Posfai (UC Davis); Jianxi Gao (NEU); Sean Cornelius
(NEU); Albert-Laszlo Barabasi (NEU); Raissa DSouza (UCD)

Physical Review E

2016-09-26

Activity driven modeling of dynamic networks

Romualdo Pastor-Satorras (UPC Barcelona); Bruno Goncalves
(Northeastern University); Nicola Perra (Northeastern University); Alessandro
Vespignani (IU)

Nature Scientific Reports 2, Article number: 469 (2012);
doi:10.1038/srep00469

2012-06-25

Power-hop: A per- vasive observation for real complex
networks

Evangelos Papalexakis (CMU); Bryan Hooi (CMU); Konstantino
Pelechrinis (Univ. of Pitt); Christos Faloutsos (CMU)

PloS One

2016-03-14

Large Scale Tensor Decompositions: Algorithmic
Developments and Applications

Evangelos Papalexakis (Carnegie Mellon Unversity); U Kang
(KAIST); Christos Faloutsos (Carnegie Mellon University); Nicholas Sidiropoulos
(University of Minnesota); Abhay Harpale (Carnegie Mellon University)

IEEE Data Engineering Bulletin

2013-09-01

Effect of correlations on network controllability

Marton Posfai (Northeastern University); Yang-Yu Liu
(NEU); Jean-Jacques Slotine (MIT); Albert-Laszlo Barabasi (NEU)

Scientific Reports

2013-01-15

Fast and accurate detection of spread source in large
complex networks

Bolek Szymanski (RPI); Janusz Holyst (Warsaw University of
Technology); Krzysztof Suchecki (Warsaw University of Technology); Xiaoyan Lu
(RPI); Robert Paluch (Warsaw University of Technology)

Scientific Reports, 8:2508, Feb. 6, 2018

2018-02-06

Spreading dynamics in complex networks

Hernan Makse (CUNY); Sen Pei (Beihang University)

Journal of Statistical Mechanics: Theory and Experiment

2013-12-06

Searching for superspreaders of information in real-world
social media

Sen Pei (Beihang University); Lev Muchnik (Hebrew
University of Jerusalem); Jose Andrade Jr. (Universidade Federal de Ceara);
Zhiming Zheng (Beihang University); Hernan Makse (CUNY)

Scientific Reports

2014-07-03

Exploring the complex pattern of information spreading in
online blog communities

Sen Pei (); Lev Muchnik (); Shaoting Tang ();
Zhiming Zheng (Beihang Univ); Hernan Makse (CUNY)

PLoS one

2015-05-18

Time-Critical Social Mobilization

Galen Pickard (MIT); Wei Pan (MIT); Iyad Rahwan (MIT);
Manuel Cebrian (MIT); Riley Crane (MIT); Anmol Madan (MIT); Alex Pentland
(MIT)

Science, vol. 334, pp. 509-512

2011-10-28

An illustration of the relational event model to analyze
group interaction processes

Andy Pilny (UIUC); Aaron Schecter (Northwestern
University); Noshir Contractor (NWU); M. Scott Poole (UIUC)

Group Dynamics, special issue on methods

2016-02-19

A Distortion-Resistant Routing Framework for Video Traffic
in Wireless Multihop Networks

George Papageorgiou (UCR); Shailendra Singh (UCR);
Srikanth Krishnamurthy (UCR); Ramesh Govindan (USC); Tom La Porta (Penn
State)

IEEE/ACM Transactions on Networking

2015-04-01

Analysis of the high dimensional naming game with
committed minorities

William Pickering (RPI); Bolek Szymanski (RPI); Chjan Lim
(RPI)

Physical Review E, 93:052311, May 26, 2016

2016-05-25

Collective influence maximization in threshold models of
information cascading with first-order transitions

Hernan Makse (CUNY); Flaviano Morone (City College of New
York); Xian Teng (CCNY); Jeffrey Shaman (Columbia University); Sen Pei
(Columbia University)

Scientific Reports

2017-02-15

Using relational event analysis to understand dynamic
communication patterns and group performance

Andy Pilny (UIUC); Alex Yahja (UIUC); Melissa Dobosh
(UIUC); M. Scott Poole (UIUC)

Small Group Research

2015-02-28

An efficient alternative to Ollivier-Ricci curvature based
on the Jaccard metric

Ananthram Swami (ARL); Amotz Bar-Noy (CUNY); Ram
Ramanathan (BBN); Terrence Moore (ARL); Feng Yu (CUNY); Siddharth Pal (BBN)

arXiv

2017-10-05

A study on the friendship paradox – Quantitative analysis
and relationship with homophily

Ananthram Swami (ARL); Yitzchak Novick (CUNY); Feng Yu
(CUNY); Siddharth Pal (BBN); Amotz Bar-Noy (CUNY)

Applied Network Science

2019-04-05

Collective Motion in a Network of Self-propelled Agent
Systems

Hao Peng (ZJNU); Dandan Zhao (ZJNU); Xueming Liu (BU);
Jianxi Gao (NEU)

PLOS ONE

2015-12-07

Foundations of Trust and Distrust in Networks: Extended
Structural Balance Theory

Yi Qian (RPI); Sibel Adali (RPI)

ACM TWEB

2014-04-01

Exploring Context and Content Links in Social Media: A
Latent Space Method

Guo-Jun Qi (UIUC); Charu Aggarwal (IBM); Qi Tian (UTSA);
Heng Ji (CUNY); Thomas Huang (UIUC)

IEEE Transactions on Pattern Analysis and Machine
Intelligence

2011-10-18

Scalability and Satisfiability of Quality-of-Information
in Wireless Networks

Thomas LaPorta (PSU); Ertugrul Ciftcioglu (ARL); Ram
Ramanathan (BBN); Ramesh Govindan (USC); Scott Rager (BBN)

IEEE/ACM Transactions on Networking

2017-11-30

Symptotics: A Framework for Estimating the Scalability of
Real-World Wireless Networks

Ram Ramanathan (BBN); Ertugrul Ciftcioglu (ARL); Abhishek
Samanta (Northeastern U); Rahul Urgaonkar (BBN); Thomas La Porta (PSU)

Wireless Networks

2016-01-30

Schmoozing and Smiting: Trust, Social Institutions and
Communication Patterns in an MMOG

Rabindra Ratan (USC); Jae Eun Chung (OSU); Cuihua Shen
(USC); Dmitri Williams (USC); Marshall Scott Poole (University of Illinois at
Urbana-Champaign)

Journal of Computer Mediated Communication

2011-03-31

Mimicry is Presidential:Linguistic Style Matching Improves
Subsequent Polling in President Debates

Daniel Romero (NWU); Adam Galinsky (Columbia U); Roderick
Swaab (Insead); Brian Uzzi (NWU)

Journal of Personality and Social Psychological Quarterly

2015-09-17

Detecting Malicious Facebook Applications

Sazzad Rahman (Qualcomm); Ting-Kai Huang (UCR); Harsha
Madhyastha (UCR); Michalis Faloutsos (UNM)

IEEE/ACM Trans. on Networking

2014-04-03

Metric Driven Mobility Modeling in Tactical Networks

Sucharita Ray (PSU); Thomas La Porta (PSU); Prithwish Basu
(BBN); Guohong Cao (PSU); David Dent (ARL); Scott Shaffer (ARL)

The Journal of Defense Modeling and Simulation:
Applications, Methodology, Technology

2013-04-10

Predictors of short-term decay of cell phone contacts in a
large-scale communication network.

Troy Raeder (ND); Omar Lizardo (ND); David Hachen (ND);
Nitesh Chawla (ND)

Social Networks

2011-08-18

Communication activity in a social network: relation
between long-term correlations and inter-event clustering

Diego Rybski (CCNY); Fredrik Liljeros (Stockholm
University); Shlomo Havlin (Bar Ilan); Hernan Makse (CCNY)

Scientific Reports 2: 560 (2012)

2012-08-06

Understanding Node-Link and Matrix Visualizations of
Networks: A Large-Scale Online Experiment

Heather Roy (ARL); Sue Kase (ARL); Daniel Cassenti (ARL);
Tobias Hollerer (UCSB); John ODonovan (UCSB); Laura Marusich (ARL); Donghao
Ren (UCSB); Jonathan Bakdash (ARL); Wan-Yi Lin (IBM); James Schaffer (UCSB)

Network Science

2019-01-04

Quantifying the effect of temporal resolution on
time-varying networks

Bruno Ribeiro (UMASS); Nicola Perra (NEU); Andrea
Baronchelli (NEU)

Scientific Reports

2013-09-17

Volunteer Science: An Online Laboratory for Experiments in
Social Psychology

Jason Radford (); Andy Pilny (); Ashley Reichelmann ();
Brian Keegan (); Brooke Foucault Welles (); Jefferson Hoye (); Katherine
Ognyanova (); Waleed Meleis (); David Lazer ()

Social Psychology Quarterly

2016-12-18

How does public opinion become extreme [quest]

Marlon Ramos (); Jia Shao (); Saulo DS Reis ();
Celia Anteneodo (); Jos
S. Andrade (); Shlomo Havlin (BIU); Hernan Makse (CUNY)

Scientific reports 5 (2015)

2015-05-19

Mimicry is presidential: Linguistic style matching in
presidential debates and improved polling numbers

Daniel M. Romero (); Roderick I. Swaab (); Brian Uzzi
(NWU); Adam D. Galinsky ()

Personality and Social Psychology Bulletin, volume 41,
issue 10

2015-10-31

Reasoning about Quantities in Natural Language

Subhro Roy (); Tim Vieira (); Dan Roth
(UIUC)

Transactions of the Association for Computational
Linguistics 3 (2015): 1-13

2015-05-31

Overcoming bias to learn about controversial topics

Dan Roth (UIUC); Vinod Vydiswaran (UIUC); Chengxiang Zhai
(UIUC); Peter Pirolli (PARC)

Journal of the American Society for Information Science
and Technology (JASIST)

2015-08-01

A Note on ‘Algorithms for Connected Set Cover Problem and
Fault-Tolerant Connected Set Cover Problem’

Wei Ren (UC Davis); Qing Zhao (UCD)

Theoretical Computer Science

2011-10-01

Broadcasting in Multi-Radio Multi-Channel Wireless
Networks using Simplicial Complexes

Wei Ren (UCD); Qing Zhao (UCD); Ram Ramanathan (BBN);
Jianhang Gao (UCD); Ananthram Swami (ARL); Amotz Bar-Noy (CUNY); Matthew
Johnson (PSU); Prithwish Basu (BBN)

IEEE Transactions on Wireless Communications

2013-08-01

Quantitative analysis of the evolution of novelty in
cinema through crowdsourced keywords

Sameet Sreenivasan (RPI)

Scientific Reports 3, Article number: 2758

2013-09-26

Human-centric Sensing

Mani Srivastava (UCLA); Tarek Abdelzaher (UIUC); Bolek
Szymanski (RPI)

Philosophical Transactions of Royal Society, special
issue, vol. 370 ser. A(1958) January 13, 2012, 176-197

2012-01-01

Mining influencers using information flows in social
streams

Karthik Subbian (University of Minnesota); Charu Aggarwal
(IBM T. J. Watson Research Center); Jaideep Srivastava (University of
Minnesota)

ACM Transactions on Knowledge Discovery from Data (TKDD)

2016-02-03

Facts and Figuring: An Experimental Investigation of
Network Structure and Performance in Information and Solution Spaces

Jesse Shore (); Ethan Bernstein (); David
Lazer (NEU)

Organization Science (2015)

2015-04-27

Modeling Individual Topic-Specific Behavior and Influence
Backbone Networks in Social Media

Ambuj Singh (UCSB); Petko Bogdanov (UCSB); Bolek Szymanski
(RPI); Jeffrey Moehlis (UCSB); Michael Busch (UCSB)

Social Network Analysis and Mining, vol. 4(1), article
204, 2014

2014-07-01

Information Cascades in Feed-based Networks of Users with
Limited Attention

Bolek Szymanski (RPI); Gyorgy Korniss (RPI); Ananthram
Swami (ARL); Kevin Chan (ARL); Sameet Sreenivasan (RPI)

IEEE Transactions on Network Science and Engineering, vol.
4(2);120-128, April-June 2017

2017-06-02

Tracking traders’ understanding of the market using
e-communication data

Serguei Saavedra (NWU); Jordi Dutch (Tarragona, Spain);
Brian Uzzi (NWU)

PLos One

2011-09-23

Patterns and Anomalies in k-Cores of Real-World Graphs
with Applications

Tina Eliassi-Rad (Northeastern University); Kijung Shin
(CMU); Christos Faloutsos (CMU)

Knowledge and Information Systems (KAIS)

2018-03-01

Network analysis to support public health: evolution of
collaboration among leishmaniasis researchers

Bolek Szymanski (RPI); Bruna Fonesca (Fiocruz, Brazil);
ashwin Bahulkar (Rensselar Polytechnic Institute); Ricardo Sampaio (Fiocruz,
Brazil)

Scientometrics, vol. 111 2017,
doi:10.1007/s11192-017-2346-6

2017-03-15

Bohman-Frieze-Wormald model on the lattice, yielding a
discontinuous percolation transition

J Schrenk (ETH Zurich); A Felder (ETH Zurich); S Deflorin
(ETH Zurich); N Araujo (ETH Zurich); Raissa DSouza (UCD); H Herrman (ETH
Zurich)

Physical Review E

2012-03-02

Classifying Spending Behavior using Socio-Mobile Data

Vivek Singh (MIT); Laura Freeman (MIT); Bruno Lepri (MIT);
Alex Pentland (MIT)

HUMAN 2(2) 99-111

2013-09-20

Stock fluctuations are correlated and amplified across
networks of interlocking directorates

Serguei Saavedra (NWU); Luis Gilarranz (ETH); Rudolf Rohr
(ETH); Michael Schnable (NWU); Brian Uzzi (NWU); Jordi Bascompte (Estación
Biológica de Doñana)

EPJ Data Science

2014-12-01

Fast, Accurate and Flexible Algorithms for Dense
Sub-Tensor Mining

Christos Faloutsos (CMU); Bryan Hooi (CMU); Kijung Shin
(CMU)

ACM Transactions on Knowledge Discovery from Data (TKDD)

2018-03-01

Social Affiliation from Religious Disaffiliation: Evidence
of Selective Mixing Among Youth with No Religious Preference During the
Transition to College

Brando Sepulvado (Notre Dame); David Hachen (Notre Dame);
Michael Penta (Notre Dame); Omar Lizardo (Notre Dame)

Journal for the Scientific Study of Religion

2015-12-15

Synchronicity, instant messaging, and performance among
financial traders

Serguei Saavedra (Northwestern); Kathleen Hagerty
(Northwestern); Brian Uzzi (NWU)

Proceedings of the National Academy of Sciences

2011-04-21

Cutting Through the Noise: Defining Ground Truth in
Information Credibility on Twitter

Sujoy Sikdar (RPI); Byungkyu Kang (UCSB); John ODonovan
(UCSB); Tobias Hollerer (UCSB); Sibel Adali (RPI)

ASE Human Journal

2013-09-09

Modelling the scaling properties of human mobility

Chaoming Song (NEU); Tal Koren (Northeastern University);
Pu Wang (Northeastern University); Albert-Laszlo Barabasi (NEU)

Nature Physics

2010-09-12

Failure dynamics of the global risk network

Bolek Szymanski (RPI); Xin Lin (RPI); Andrea Asztalos
(RPI); Sameet Sreenivasan (RPI)

Nature Scientific Reports, vol. 5:10088 (2015)

2015-06-18

Space, time, and the development of shared leadership
networks in multiteam systems

SOPHIA D. SULLIVAN (); ALINA LUNGEANU ();
Leslie DeChurch (GaTech); Noshir Contractor (NWU)

Network Science

2015-03-01

Securing In-Network Matching and Content-based Routing
Protocols

Mudhakar Srivatsa (IBM); Ling Liu (Georgia Tech); Arun
Iyengar (IBM)

ACM Transactions on Computer Systems (TOCS)

2011-02-01

Automated Phrase Mining from Massive Text Corpora

Jingbo Shang (UIUC); Jialu Liu (UIUC); Meng Jiang (UIUC);
Xiang Ren (UIUC); Clare Voss (ARL); Jiawei Han (UIUC)

IEEE Transactions on Knowledge and Data Engineering,
30(10):1825-1837 (2018)

2018-09-10

Context-Aware Hypergraph Modeling for Re-identification
and Summarization

Santhoshkumar Sunderrajan (UCSB); B.S. Manjunath (UCSB)

IEEE Transactions on Multimedia

2016-01-01

Tag me maybe: Perceptions of public targeted sharing on
facebook

Saiph Savage (); Andres Monroy-Hernandez ();
Kasturi Bhattacharjee (UCSB); Tobias Hollerer (UCSB)

HT ’15 Proceedings of the 26th ACM Conference on Hypertext
& Social Media

2015-08-24

Human Mobility in a Continuum Approach

Filippo Simini (NEU); Amos Maritan (Università di Padova);
Zoltán Néda (Babeş-Bolyai University)

PLOS ONE

2013-03-28

Quality of Information Maximization for Wireless Networks
via a Fully Separable Quadratic Policy

Sucha Supittayapornpong (USC); Mike Neely (USC)

IEEE/ACM Transactions on Networking

2015-04-01

PathSelClus: Integrating Meta-Path Selection with
User-Guided Object Clustering in Heterogeneous Information Networks

Yizhou Sun (UIUC); Brandon Norick (UIUC); Jiawei Han
(UIUC); Xifeng Yan (UCSB); Philip Yu (UIC); Xiao Yu (UIUC)

ACM Transactions on Knowledge Discovery from Data

2013-01-01

Evaluation of a Trust-modulated Argumentation-based
Interactive Decision-making Agent

Elizabeth Sklar (CUNY); Simon Parsons (CUNY); Zimi Li
(CUNY); Jordan Salvit (CUNY); Senni Perumal (BBN); Holly Wall (CUNY);
Jennifer Mangels (CUNY)

Journal of Autonomous Agents and Multiagent Systems

2015-02-24

Step by step: Capturing the dynamics of work team process
through relational event sequences

Noshir Contractor (NWU); M. Scott Poole (UIUC); Aaron
Schecter (Northwestern University); Andy Pilny (UIUC); Alice Leung (BBN)

Journal of Organizational Behavior,

2017-10-01

Limits of Predictability in Human Mobility

Chaoming Song (NEU); Zehui Qu (NEU); Nicholas Blumm (NEU);
Albert-Laszlo Barabasi (NEU)

Science

2010-02-19

Modeling Semantic Relations Expressed by Prepositions

Vivek Srikumar (UIUC); Dan Roth (UIUC)

Transactions of the Association for Computational
Linguistics

2013-05-31

Common organizing mechanisms in ecological and
socio-economic networks

Serguei Saavedra (NWU); Felix Reed-Tsochas (Oxford
University); Brian Uzzi (NWU)

Complex Systems and Interdisciplinary Sciences

2011-10-03

Sensing, Understanding, and Shaping Social Behavior

Erez Shmueli (MIT); Vivek Singh (MIT); Bruno Lepri (MIT);
Alex Pentland (MIT)

Computational Social Systems, IEEE Transactions on 1, no.
1 (2014): 22-34

2014-06-01

Accelerating consensus on co-evolving networks: the effect
of committed individuals

Pramesh Singh (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

Phys. Rev. E

2012-04-06

Threshold-limited spreading in social networks with
multiple initiators

Pramesh Singh (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

Scientific Reports

2013-07-31

Competing Effects of Social Balance and Influence

Pramesh Singh (RPI); Sameet Sreenivasan (RPI); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI)

Physical Review E 93, 042306 (2016).

2016-04-08

Strong Contributors to Network Persistence are the Most
Valuable to Extinction

Serguei Saavedra (NWU); Daniel Stouffer (Calle Americo
Vespucio); Brian Uzzi (NWU); Jordi Bascompte (Calle Americo Vespucio)

Nature

2011-09-23

Co-Evolution of Multi-Typed Objects in Dynamic Star
Networks

Yizhou Sun (UIUC); Jie Tang (Tsinghua Univ); Jiawei Han
(UIUC); Cheng Chen (MIT); Manish Gupta (Microsoft)

IEEE TRANSACTION ON KNOWLEDGE AND DATA ENGINEERING

2013-05-01

Activity Recognition with Smartphone Sensors

Xing Su (CUNY); Hanghang Tong (ASU); Ping Ji (CUNY)

Tsinghua Science and Technology

2014-06-30

PEER-TO-PEER LENDING AND BIAS IN CROWD DECISION-MAKING

Jonathan Bakdash (ARL); Brian Uzzi (NWU); Gyorgy Korniss
(RPI); Panagiotis Karampourniotis (RPI); Bolek Szymanski (RPI); Emoke-Agnes
Horvat (NWU); Pramesh Singh (RPI); Jay Uparna (UCI)

PLoS ONE 13(3): e0193007. https://doi.
org/10.1371/journal.pone.0193007

2018-03-28

Short-term Rivalry can explain human information foraging
patterns in networks

Serguei Saavedra (NWU); Brian Uzzi (NWU); Dean Malmgren
(datascope analytics); Nick Switanek (NWU)

Proceedings of the British Royal Society

2013-02-05

Timing Matters: How Social Influence Affects Adoption
Pre-and Post-product Release

Sara B. Soderstrom (University of Michigan); Brian Uzzi
(Northwestern University); Derek D. Rucker (Northwestern University); James H.
Fowler (University of California, San Diego); Daniel Diermeier (University of
Chicago)

Sociological Science

2016-10-24

Unpacking Time Online: Connecting Internet and Massively
Multiplayer Online Game Use With Psychosocial Well-Being

Cuihua Shen (university of texas at dallas); Dmitri
Williams (University of Southern California)

Communication Research

2011-03-31

Entity linking with a knowledge base: Issues, techniques,
and solutions

Wei Shen (Nankai University); Jianyong Wang (Tsinghua
University); Jiawei Han (UIUC)

IEEE Transactions on Knowledge and Data Engineering

2015-02-01

Non-negative residual matrix factorization: problem
definition, fast solutions, and applications.

Hanghang Tong (IBM)

Statistical Analysis and Data Mining

2013-06-12

Gateway finder in large graphs: problem definitions and
fast solutions

Hanghang Tong (IBM)

Information Retrieval

2013-06-12

MaTrust: An Effective Multi-Aspect Trust Inference Model

Hanghang Tong (IBM)

TKDE

2015-06-18

Cascading failures in scale-free interdependent networks

Malgorzata Turalska (ARL); Keith Burghardt (UCD); Martin
Rohden (UCD); Ananthram Swami (ARL); Raissa DSouza (UCD)

Physical Review E

2019-03-29

A Survey of Signed Network Mining in Social Media

Huan Liu (ASU); Charu Aggarwal (IBM); Yi Chang (Yanoo);
Jian Tan (IBM)

ACM Computing Surveys (CSUR)

2016-12-01

Using argumentation to reason about trust and belief

Yuqing Tang (CUNY); Kai Cai (CUNY); Peter McBurney (Kings
College, London); Elizabeth Sklar (CUNY); Simon Parsons (CUNY)

Journal of Logic and Computation, 22(5), October 2012.

2011-04-21

A Multiview Multimodal System for Monitoring Patient Sleep

Carlos Torres (UCSB); Jeffrey Fried (Santa Barbara Cottage
Hospital); Kenneth Rose (UCSB); B.S. Manjunath (UCSB)

IEEE Transactions on Multimedia

2018-04-23

Network science, web science, and internet science

Thanassis Tiropanis (); Wendy Hall (); Jon
Crowcroft (); Noshir Contractor (NWU); Leandros Tassiulas ()

Communications of the ACM. Volume 58 Issue 8, August 2015

2015-08-01

Breaking the Bottleneck: Improving Distant Supervision for
Temporal Slot Filling

Suzanne Tamang (CUNY); Heng Ji (CUNY)

Proc. NAACL-HLT 2012 Workshop on Automatic Knowledge Base
Construction and Web-scale Knowledge Extraction

2012-04-25

Constructing and sampling directed graphs with given
degree sequences.

Zoltan Toroczkai (ND); Hyunju Kim (ND); Charo Del Genio
(Max Planck Institute, Germany); Kevin Bassler (U Houston)

New Journal of Physics

2012-02-06

ACM TiiS Special Issue on Human Interaction with
Artificial Advice Givers. Editor’s Introduction.

Nava Tintarev (Delft University); John ODonovan (UCSB);
Alexander Felfernig (Graz University)

In ACM Transactions on Interactive Intelligent Systems
(ACM TiiS) Special Issue on Human Interaction with Automated Advice Givers

2016-12-21

Collective Influence of Multiple Spreaders Evaluated by
Tracing Real Information Flow in Large-Scale Social Networks

Xian Teng (CCNY); Sen Pei (Columbia University); Flaviano
Morone (City College of New York); Hernan Makse (CUNY)

Scientific Reports

2016-10-11

Propensity and Stickiness in the Naming Game – Tipping
Fractions of Minorities

Andrew Thompson (RPI); Bolek Szymanski (RPI); Chjan Lim
(RPI)

Phys. Rev. E 90(4):042809, Oct. 2014

2014-10-15

A Framework of Mining Trajectories from Untrustworthy Data
in Cyber-Physical System

Lu-An Tang (NEC/America); Xiao Yu (UIUC); Quanquan Gu
(UIUC); Jiawei Han (UIUC); Guofei Jian (NEC/America); Alice Leung (BBN);
Thomas LaPorta (PSU)

ACM Transactions on Knowledge Discovery from Data (TKDD) -
TKDD Special Issue

2015-04-03

Trustworthiness Analysis of Sensor Data in Cyber-Physical
Systems

Lu An Tang (UIUC); Xiao Yu (UIUC); Sangkyum Kim (UIUC);
Quanquan Gu (UIUC); Jiawei Han (UIUC); Alice Leung (BBN); Thomas La Porta
(PSU)

Journal of Computer and System Sciences (JCSS)

2012-04-12

Multidimensional Sensor Data Analysis in Cyber-Physical
System: An Atypical Cube Approach

Lu An Tang (UIUC); Xiao Yu (UIUC); Sangkyum Kim (UIUC);
Jiawei Han (UIUC); Wen-Chih Peng (National Chiao Tung University); Yizhou Sun
(UIUC); Alice Leung (BBN); Thomas La Porta (PSU)

International Journal of Distributed Sensor Networks

2012-04-01

Multi-Dimensional, Phrase-Based Summarization in Text
Cubes

Fangbo Tao (University of Illinois); Honglei Zhuang
(University of Illinois); Chi Wang (Microsoft Research); Qi Wang (University
of Illinois); Taylor Cassidy (ARL); Lance Kaplan (ARL); Clare Voss (ARL);
Jiawei Han (UIUC)

Data Eng. Bulletin

2016-12-01

A Framework of Traveling Companion Discovery on Trajectory
Data Streams

Lu An Tang (UIUC); Yu Zheng (Microsoft Research Asia);
Jing Yuan (Microsoft Research Asia); Jiawei Han (UIUC); Alice Leung (BBN);
Wen-Chih Peng (NCTU); Thomas La Porta (PSU)

ACM Transactions on Intelligent Systems and Technology
(ACM TIST)

2012-10-19

How to turn your enemies into allies

Brian Uzzi (NWU); Shannon Dunlap (Independent Scholar)

2013-03-03

The Scientific Prize Network Predicts Who Pushes the
Boundaries of Science

Brian Uzzi (NWU); Yifang Ma (Northwestern University)

PNAS

2018-04-10

Women’s collaboration networks predict the hierachy of
prizewinners networks and NIH funding recipeients in the medical sciences

Brian Uzzi (NWU); Yifang Ma (Northwestern University);
Diego Fregolente (ARL); Teresa Woodruff (NWU)

JAMA

2018-06-18

The Nearly Universal Link Between the Age of Past
Knowledge and Tomorrow’s Breakthroughs in Science and Technology: The Hotspot

Daniel Romero (University of Michigan); Satyam Mukherjee
(NWU); Brian Uzzi (NWU); Ben Jones (NWU)

Sciences Advances

2017-04-05

Atypical Combinations and Scientific Impact

Brian Uzzi (NWU); Satyam Mukherjee (NWU); Michael Stringer
(Datascope Analytics); Ben Jones (National Bureau of Economic Research)

Science

2013-10-25

Towards a Characterization of Behavior-Disease Models

Alessandro Vespignani (IU)

PLoS ONE 6(8): e23084 (2011).
doi:10.1371/journal.pone.0023084

2011-08-03

Phase transitions in contagion processes mediated by
recurrent mobility patterns

Alessandro Vespignani (IU)

Nature Physics 7, 581–586 (2011) doi:10.1038/nphys1944

2011-03-13

Modelling dynamical processes in complex socio-technical
systems

Alessandro Vespignani (IU)

Nature Physics 8, 12, 32–39

2011-12-22

Modeling human mobility responses to the large-scale spreading
of infectious diseases

Alessandro Vespignani (IU)

Scientific Reports 1, Article number: 62 (2011)
doi:10.1038/srep00062

2011-08-12

The performance comparison problem: Universal task access
for cross-framework evaluation, Turing tests, grand challenges, and cognitive
decathlons

Vladislav D. Veksler (Army Research Laboratory); Norbou
Buchler (Army Research Laboratory); Christian Lebiere (Carnegie Mellon
University); Don Morrison (Carnegie Mellon University); Troy Kelley (Army
Research Laboratory)

Biologically Inspired Cognitive Architectures

2016-10-12

Quantifying dynamical spillover in co-evolving multiplex
networks

Vikram Vijayaraghavan (UC Davis); Pierre-Andre Noel
(UCSD); Zeev Maoz (UCD); Raissa DSouza (UCD)

Scientific Reports

2015-10-13

Growth dominates choice in network percolation

Virkam Vijayaraghavan (UC Davis); Pierre-Andre Noel (UC
Davis); Alex Waagen (UCD); Raissa DSouza (UCD)

Physical Review E

2013-09-30

The mapping principle, and a research framework for
virtual worlds

Dmitri Williams (USC)

Communication Theory

2011-03-31

Comment on “Social contagion theory: Examining dynamic
social networks and human behavior” by Nicholas Christakis and James Fowler

Stanley Wasserman (IU)

Statistics in Medicine

2013-04-24

Boundary spanning innovation and the patent system:
Interdisciplinary challenges for a specialized examination system

Ryan Whalen (University of Hong Kong)

Research Policy

2018-04-11

Surrogate Mobile Sensing

Dong Wang (UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan
(ARL)

IEEE Communications Magazine

2014-08-01

Reliable social sensing with physical constraints:
analytic bounds and performance evaluation

dong Wang (Notre Dame); Tarek Abdelzaher (UIUC); Lance
Kaplan (ARL); Raghu Ganti (IBM); Shaohan Hu (UIUC); Hengchang Liu (UIUC)

Journal of Real-time Systems

2015-11-01

Provenance-assisted Classification in Social Networks

Dong Wang (UIUC); Tarek Abdelzaher (UIUC); Dan Roth
(UIUC); Clare Voss (ARL); Lance Kaplan (ARL); Stephen Tratz (ARL); Jamal
Laoudi (ARL); Douglas Briesch (ARL); Md Tanvir Al Amin (UIUC)

IEEE Journal of Selected Topics in Signal Processing

2014-03-13

Individual Motivations and Network Effects A Multilevel
Analysis of the Structure of Online Social Relationships.

Brooke Welles (); Noshir Contractor (NWU)

The ANNALS of the American Academy of Political and Social
Science 659.1 (2015): 180-190

2015-05-01

Modeling customer preferences using multidimensional
network analysis in engineering design

Mingxian Wang (Northwestern University); Wei Chen
(Northwestern University); Yun Huang (Northwestern University); Noshir S.
Contractor (Northwestern University); Yan Fu (Ford Motor Company)

Design Science

2016-11-02

Enabling Reputation and Trust in Privacy-Preserving Mobile
Sensing

Xinlei Wang (UCD); Wei Cheng (UCSD); Prasant Mohapatra
(UCD); Tarek Abdelzaher (UIUC)

Transaction on Mobile Computing

2013-11-30

Given enough choice, simple local rules percolate
discontinuously

Alex Waagen (UCD); Raissa DSouza (UCD)

The European Physical Journal B

2015-01-14

Explosive Percolation on Directed Networks Due to
Monotonic Flow of Activity

Raissa DSouza (UCD); Alex Waagen (UCD); Tsai-Ching Lu
(HRL)

Physical Review E

2017-07-20

From microactions to macrostructure and back: A structurational
approach to the evolution of organizational networks

Robert Whitbred (Cleveland State University); Fabio Fonti
(Free University of Bozen-Bolzano); Christian Steglich (University of
Groningen); Noshir Contractor (NWU)

Human Communication Research

2011-12-31

Static and Dynamic Structural Correlations in Graphs

Jian Wu (Zhejiang); Ziyu Guan (UCSB); Qing Zhang (Taobao);
Ambuj Singh (UCSB); Xifeng Yan (UCSB)

IEEE Transactions on Knowledge and Data Engineering

2012-06-22

Uncovering Hierarchical Relationships among Linked
Objects: A Probabilistic Modeling Approach

Chi Wang (UIUC); Jiawei Han (UIUC); Xiang Li (CUNY); Qi Li
(CUNY); Wen-Pin Lin (CUNY); Heng Ji (CUNY)

SDM2012

2011-04-19

A Probabilistic Approach for Maintaining Trust Based on
Evidence

Yonghong Wang (CMU); Chung-wei Hang (NCSU); Munindar Singh
(NCSU)

Journal of Artificial Intelligence Research (JAIR)

2011-01-28

On Truth Discovery in Social Sensing with Conflicting
Observations-A Maximum Likelihood Approach

Dong Wang (UIUC); Lance Kaplan (ARL); Tarek Abdelzaher
(UIUC)

ACM Transactions on Sensor Networks

2014-01-01

On Credibility Estimation Tradeoffs in Assured Social
Sensing

Dong Wang (UIUC); Lance Kaplan (ARL); Tarek Abdelzaher
(UIUC); Charu Aggarwal (IBM)

IEEE Journal on Selected Areas in Communications, Special
Issue on Network Science

2013-06-01

Behind the Avatar: The Patterns, Practices and Functions of Role Playing in MMOs

Dmitri Williams (USC); Tracy Kennedy (University of
Toronto); Robert Moore (XEROX PARC)

Games & Culture

2011-03-31

Improving community detection in networks by targeted node removal

Haoran Wen (UC Davis); Elizabeth Leicht (UC Davis); Raissa
D’Souza (UCD)

Physical Review E

2011-01-28

Constructing Topical Hierarchies in Heterogeneous
Information Networks

Chi Wang (UIUC); Jialu Liu (UIUC); Nihit Desai (UIUC);
Marina Danilevsky (UIUC); Jiawei Han (UIUC)

Knowledge and Information Systems (KAIS), v44 (3), pp
529-558

2015-09-01

A dyadic reciprocity index for repeated interaction
networks

Cheng Wang (ND); Omar Lizardo (ND); David Hachen (ND);
Anthony Strathman (ND); Zoltan Toroczkai (ND); Nitesh Chawla (ND)

Network Science (Cambridge UP)

2013-04-01

Efficiently Estimating Motif Statistics of Large Networks

Pinghui Wang (The Chinese University of Hong Kong); John
Lui (The Chinese University of Hong Kong); Bruno Ribeiro (UMASS); Don Towsley
(UMASS); Junzhou Zhao (Xi’an Jiaotong University); Xiaohong Guan (Xi’an
Jiaotong University)

TKDD

2014-03-24

Convergence Analysis of Iterated Belief Revision inComplex
Fusion Environments

Thanuka Wickramarathene (ND); K Premaratene (Miami); M
Murthi (Miami); Nitesh Chawla (ND)

IEEE Journal of Selected Topics in Signal Processing

2014-08-01

STAMP: enabling privacy-preserving location proofs for
mobile users

Xinlei Wang (University of California, Davis); Amit Pande
(University of California, Davis); Jindan Zhu (University of California,
Davis)

IEEE/ACM Transactions on Networking

2016-01-18

The Age of Social Sensing

Lance Kaplan (ARL); Tarek Abdelzaher (UIUC); Heng Ji
(RPI); Bolek Szymanski (RPI); Dong Wang (UIUC)

IEEE Computer, vol. 52(1) March 11, 2019

2018-03-11

Quantifying long-term scientific impact

Dashun Wang (Northeastern University); Chaoming Song
(Northeastern University); Albert-Laszlo Barabasi (NEU)

Science

2013-10-04

World Knowledge as Indirect Supervision for Document
Clustering

Chenguang Wang (Peking University); Yangqiu Song (Hong
Kong University of Science and Technology); Dan Roth (University of Illinois at
Urbana-Champaign); Ming Zhang (Peking University); Jiawei Han (University of
Illinois at Urbana-Champaign)

ACM Transactions on Knowledge Discovery from Data (TKDD)

2016-12-01

Human Communication Dynamics: A Study of the Agreement
between Self-reported and Email Derived Social Networks

Stefan Wuchty (Northwestern University); Brian Uzzi (NWU)

PLos One

2011-09-23

Effect of zealotry in high-dimensional opinion dynamics
models

Alex Waagen (UC Davis); Gunjan Verma (ARL); Kevin Chan
(ARL); Ananthram Swami (ARL); Raissa DSouza (UCD)

Physical Review E

2015-02-18

Competing Memes Propagation on Networks: A Network Science
Perspective

Xuetao Wei (UCR); Nicholas Valler (UCR); B. Aditya Prakash
(CMU); I. Neamtiu (UCR); Michalis Faloutsos (UCR); Christos Faloutsos (CMU)

JSAC

2012-09-26

Competing Meme Propagation on Networks: A Case Study of
Composite Networks

Xuetao Wei (University of California – Riverside);
Nicholas Valler (University of California – Riverside); B. Aditya Prakash
(Virginia Tech); Iulian Neamtiu (University of California – Riverside);
Michalis Faloutsos (University of California – Riverside); Christos Faloutsos
(Carnegie Mellon University)

ACM SIGCOMM Computer Communication Review

2012-10-01

Topology identification in two-layer complex dynamical
networks

Y Wang (UCD); X Wu (UCD); J Lu (UCD); Raissa DSouza (UCD)

IEEE Transactions on Network Science and Engineering

2018-12-10

Practical Characterization of Large Networks Using
Neighborhood Information

Pinghui Wang (Xi’an Jiaotong University); Junzhou Zhao
(The Chinese University of Hong Kong); Bruno Ribeiro (Purdue); John Lui (The
Chinese University of Hong Kong); Don Towsley (UMASS)

Knowledge and Information Systems

2018-08-08

Evolution of opinions on social networks in the presence
of competing committed groups

Jierui Xie (RPI); Jeffrey Emenheiser (RPI); Matthew Kirby
(RPI); Sameet Sreenivasan (RPI); Bolek Szymanski (RPI); Gyorgy Korniss (RPI)

PLoS One 7(3): e33215 (2012).

2012-03-20

Overlapping Community Detection in Networks: the State of
the Art and Comparative Study

Jierui Xie (RPI); Stephen Kelley (Oak Ridge National
Laboratory, Tennessee, USA); Bolek Szymanski (RPI)

ACM Computing Surveys, vol. 45. no. 4, paper 43, August
2013

2013-08-28

Social consensus through the influence of committed
minorities

Jierui Xie (RPI); Sameet Sreenivasan (RPI); Gyorgy Korniss
(RPI); Weituo Zhang (RPI); Chjan Lim (RPI); Bolek Szymanski (RPI)

Physcial Review E 84, 011130 (2011).

2011-07-22

Who is Dating Whom: Characterizing User Behaviors of a
Large Online Dating Site

Peng Xia (UMass-Lowell); Kun Tu (UMass-Amherst); Bruno
Ribeiro (UMASS); Hua Jiang (Baihe); Xiodong Wang (Baihe); Cindy Chen
(UMass-Lowell); Benyuan Liu (UMass-Lowell); Don Towsley (UMASS)

ASONAM – Lecture Notes in Computer Science

2014-02-11

Representing higher-order dependencies in networks

Jian Xu (University of Notre Dame); Thanuka Wickramarathne
(University of Notre Dame); Nitesh Chawla (ND)

Science Advances

2016-05-20

Latent Community Topic Analysis: Integration of Community
Discovery with Topic Modeling

Zhijun Yin (UIUC); Liangliang Cao (IBM); Quanquan Gu
(UIUC); Jiawei Han (UIUC)

ACM Transactions on Intelligent Systems and Technology
(ACM TIST)

2012-07-21

Predicting Node Degree Centrality with the Node Prominence
Profile

Yang Yang (University of Notre Dame); Yuxiao Dong
(University of Notre Dame); Nitesh Chawla (University of Notre Dame)

Nature Scientific Reports

2014-11-28

Evaluating Link Prediction Methods

Yang Yang (ND); Ryan Lichtenwalter (ND); Nitesh Chawla
(ND)

Knowledge and Information Systems (KAIS)

2015-12-01

Fine-Grained Knowledge Sharing in Collaborative
Environments

Sheng-qi Yang (UCSB); Mudhakar Srivatsa (IBM); Xifeng Yan
(UCSB); Huan Sun (UCSB)

IEEE TKDE

2013-03-15

Spectrum of Controlling and Observing Complex Networks

Gang Yan (NEU); Georgios Tsekenis (Harvard); Baruch Barzel
(Bar-Ilan University); Yang-Yu Liu (Harvard Medical School); Jean-Jacques
Slotine (MIT); Albert-Laszlo Barabasi (NEU)

Nature Physics

2015-08-10

Estimating the Size of Online Social Networks

Shaozhi Ye (Google); Felix Wu (UCD)

International Journal of Social Computing and
Cyber-Physical Systems (IJSCCPS)

2011-01-01

Jointly Modeling Label and Feature Heterogeneity in
Medical Informatics

Pei Yang (Arizona State University); Hongxia Yang (Yahoo!
Inc.); Haoda Fu (Eli Lilly and Company); Dawei Zhou (Arizona State
University); Jieping Ye (University of Michigan); Theodoros Lappas (Stevens
Institute of Technology); Jingrui He (Arizona State University)

ACM Transactions on Knowledge Discovery from Data (TKDD)

2016-07-04

RDeepSense: Reliable Deep Mobile Computing Models with
Uncertainty Estimations

Shuochao Yao (UIUC); Yiran Zhao (UIUC); Huajie Shao
(UIUC); Aston Zhang (UIUC); Chao Zhang (UIUC); Shen Li (UIUC); Tarek
Abdelzaher (UIUC)

ACM IMWUT

2017-12-01

Deep Learning for the Internet of Things

Shuochao Yao (UIUC); Yiran Zhao (UIUC); Aston Zhang
(UIUC); Shaohan Hu (IBM); Huajie Shao (UIUC); Chao Zhang (UIUC); Lu Su (U.
Buffalo)

IEEE Computer

2018-02-18

V-PADA: Vehicle-Platoon Aware Data Access in VANETs

Yang Zhang (PSU); Guohong Cao (PSU)

IEEE Transactions on Vehicular Technology

2011-09-13

On Graph Query Optimization in Large Networks

Peixiang Zhao (UIUC); Jiawei Han (UIUC)

Proc. 2010 Int. Conf. on Very Large Data Bases (VLDB’10)

2010-09-13

Entity linking for biomedical literature

Jin Guang Zheng (RPI); Daniel Howsmon (); Boliang
Zhang (RPI); Juergen Hahn (); Deborarh McGuinness (RPI); James Hendler
(RPI); Heng Ji (RPI)

BMC Medical Informatics and Decision Making 2015, 15(Suppl
1):S4

2015-05-20

Opinion Dynamics and Influencing on Random Geometric
Graphs

Weituo Zhang (RPI); Chjan Lim (RPI); Gyorgy Korniss (RPI);
Bolek Szymanski (RPI)

Scientific Reports 4, 5568 (2014).

2014-07-04

Analytic Treatment of Tipping Points for Social Consensus
in Large Random Networks

Weituo Zhang (RPI); Chjan Lim (RPI); Bolek Szymanski (RPI)

Physcial Rev. E vol. 86, 062234, 2012

2012-12-26

Social Influencing and Associated Random Walk Models: Asymptotic
Consensus Times on the Complete Graph

Weituo Zhang (RPI); Chjan Lim (RPI); Sameet Sreenivasan
(RPI); Jierui Xie (RPI); Bolek Szymanski (RPI); Gyorgy Korniss (RPI)

Chaos, special issue 2011

2011-06-30

GeoBurst+: Effective and Real-Time Local Event Detection
in Geo-Tagged Tweet Streams

Chao Zhang (UIUC); Dongming Lei (University of Illinois at
Urbana-Champaign); Quan Yuan (UIUC); Honglei Zhuang (UIUC); Lance Kaplan
(ARL); Shaowen Wang (UIUC); Jiawei Han (UIUC)

ACM Transactions on Intelligent Systems and Technology

2018-01-01

Platform and Applications for Massive-Scale Streaming
Network Analytics

Petros Zerfos (IBM); Mudhakar Srivatsa (IBM); Dakshi
Agrawal (IBM)

IBM Journal of Research and Development: Special Issue on
Massive Scale Analytics

2012-07-06

Behavior query discovery in system-generated temporal
graphs

Bo Zong (UCSB); Xusheng Xiao (); Zhichun Li ();
Zhenyu Wu (); Zhiyun Qian (); Xifeng Yan (UCSB); Ambuj Singh
(UCSB); Guofei Jiang ()

VLDB Endowment

2015-12-01

Balancing the Tradeoffs between Query Delay and Data
Availability in MANETs

Yang Zhang (PSU); Liangzhong Yin (PSU); Jing Zhao (PSU);
Guohong Cao (PSU)

IEEE Transactions on Parallel and Distributed Systems

2012-04-16

Cooperative Caching in Wireless P2P Networks: Design,
Implementation, and Evaluation

Jing Zhao (PSU); Ping Zhang (PSU); Guohong Cao (PSU);
Chita Das (PSU)

IEEE Transactions on Parallel and Distributed Systems

2011-03-16

Topic modeling for OLAP on multidimensional text
databases: Topic cube and its applications.

Duo Zhang (UIUC); Chengxiang Zhai (UIUC); Jiawei Han
(UIUC); Ashok Srivastava (UIUC); Nikunj Oza (UIUC)

Statistical Analysis and Data Mining

2009-11-20