Aram Galstyan

Publications

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2016

Variational Information Maximization for Feature Selection

Shuyang Gao, Greg Ver Steeg, Aram Galstyan
In Advances in Neural Information Processing Systems, NIPS'16
2016

Style in the Age of Instagram: Predicting Success within the Fashion Industry using Social Media

Park, Jaehyuk, Ciampaglia, Giovanni Luca, Ferrara, Emilio
In CSCW '16 Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing
2016, 64–73 pages

Latent Space Model for Multi-Modal Social Data

Yoon-Sik Cho, Greg Ver Steeg, Ferrara, Emilio, Aram Galstyan
In WWW '16 Proceedings of the 25th International Conference on World Wide Web
2016, 447–458 pages

BotOrNot: A System to Evaluate Social Bots

Davis, Clayton A, Varol, Onur, Ferrara, Emilio, Flammini, Alessandro, Menczer, Filippo
In WWW '16 Companion Proceedings of the 25th International Conference Companion on World Wide Web
2016, 273–274 pages

Detection of promoted social media campaigns

Ferrara, Emilio, Varol, Onur, Menczer, Filippo, Flammini, Alessandro
In Tenth International AAAI Conference on Web and Social Media
2016, 563–566 pages

Twitter Session Analytics: Profiling Users’ Short-term Behavioral Changes

Kooti, Farshad, Esteban Moro, Lerman, Kristina
In Proceedings of the 8th International Conference (SocInfo2016)
2016, 71–86 pages

2015

Shuyang Gao, Greg Ver Steeg, Aram Galstyan
In Proc. of 31st Conference on Uncertainty in Artificial Intelligence (UAI'15)
2015

Estimating Mutual Information by Local Gaussian Approximation

Shuyang Gao, Greg Ver Steeg, Aram Galstyan
In Proc. of 31st Conference on Uncertainty in Artificial Intelligence (UAI'15)
2015

2014

2013

2012

2011

A Sequence of Relaxations Constraining Hidden Variable Models

Greg Ver Steeg, Aram Galstyan
In Proc. of the 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011); Best paper runner up
2011

Co-evolution of Selection and Influence in Social Networks

Yoon Sik Cho, Greg Ver Steeg, Aram Galstyan
In Proc. of the Twenty-Fifth Conference on Artificial Intelligence (AAAI-11)
2011

2010

Towards Modeling Social and Content Dynamics in Discussion Forums

Jihie Kim, Aram Galstyan, Aram
In NAACL Workshop on Computational Linguistics in a World of Social Media
2010

2009

On Maximum a Posteriori Estimation of Hidden Markov Processes

Armen Allahverdyan, Aram Galstyan
In Proceedings of the 25th International Conference on Uncertainty in Artificial Intelligence
2009

Clustering with prior information

Armen Allahverdyan, Aram Galstyan, Greg Ver Steeg
In NIPS workshop: Clustering: Science or Art? Towards Principled Approaches
2009

2008

Comparing Diffusion Models for Graph–Based Semi–Supervised Learning

Aram Galstyan, Paul R. Cohen
In 6-th International Workshop on Mining and Learning with Graphs
2008

Analysis of Social Voting Patterns on Digg

Lerman, Kristina, Aram Galstyan
In Proceedings of the 1st ACM SIGCOMM Workshop on Online Social Networks
2008

Influence Propagation in Modular Networks

Aram Galstyan, Paul R. Cohen
In AAAI Symposium on Social Information Processing
2008

2007

Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification

Aram Galstyan, Paul R. Cohen
In Proceedings of 17th International Conference Inductive Logic Programming
2007, 98-111 pages

2006

Relational Classification Through Three–State Epidemic Dynamics

A. Galstyan, Cohen, P. R.
In The 9th International Conference on Information Fusion, Florence, Italy
2006

2005

Inferring Useful Heuristics from the Dynamics of Iterative Relational Classifiers

A. Galstyan, Cohen, P. R.
In Proceedings of IJCAI-05, 19th International Joint Conference on Artificial Intelligence
2005

Identifying Covert Sub-Networks Through Iterative Node Classification

A. Galstyan, Cohen, P. R.
In Proceedings of First International Conference on Intelligence Analysis
2005

Modeling and mathematical analysis of swarms of microscopic robots

Aram Galstyan, T. Hogg, Lerman, Kristina
In Proceedings of IEEE Swarm Intelligence Symposium (SIS-2005), Pasadena, CA
2005

Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems

Valentino Crespi, Aram Galstyan, Lerman, Kristina
In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2005) (poster), Utrecht, Netherlands
2005

Analysis of a Stochastic Model of Adaptive Task Allocation in Robots

Aram Galstyan, Lerman, Kristina
In Engineering Self Organizing Systems: Methodology and Applicationsy
2005, 167 pages

2004

Resource Allocation in the Grid Using Reinforcement Learning

Aram Galstyan, Karl Czajkowski, Lerman, Kristina
In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2004) (poster), New York, NY
2004, 1314-1315 pages

Resource Allocation and Emergent Coordination in Wireless Sensor Networks

Aram Galstyan, Bhaskar Krishnamachari, Lerman, Kristina
In Workshop on Sensor Networks at the The 19th National Conference on Artificial Intelligence (AAAI-04)
2004

Two Paradigms for the Design of Artificial Collectives

Lerman, Kristina, Aram Galstyan
In Collectives and Design of Complex Systems
2004, 231–256 pages

2003

Macroscopic Analysis of Adaptive Task Allocation in Robots

Lerman, Kristina, Aram Galstyan
In Proceedings of the IEEE International Conference on Intelligent Robots and Systems (IROS-2003), Las Vegas, NV
2003, 1951–1956 pages

Threshold Behavior in Boolean Network Model for SAT

Alejandro Bugacov, Aram Galstyan, Lerman, Kristina
In Proceedings of the International Conference on Artificial Intelligence (IC-AI-2003), Las Vegas, NV
2003, 87–92 pages

Agent Memory and Adaptation in Multi-Agent Systems

Lerman, Kristina, Aram Galstyan
In Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2003), Melbourne, Australia
2003, 797–803 pages

Resource Allocation Games with Changing Resource Capacities

Aram Galstyan, S. Kolar, Lerman, Kristina
In Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2003), Melbourne, Australia
2003, 145–152 pages

2002

2001

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