Publications

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2020
M. Ozer, A. Sapienza, A. Abeliuk, G. Muric, and E. Ferrara, "Discovering patterns of online popularity from time series", Expert Systems with Applications, vol. 151: Pergamon, pp. 113337, 2020.
A. Matsui, A. Sapienza, and E. Ferrara, "Does Streaming Esports Affect Players’ Behavior and Performance?", Games and Culture, vol. 15, no. 1: SAGE Publications Sage CA: Los Angeles, CA, pp. 9–31, 2020.
2019
J. Blythe, E. Ferrara, D. Huang, K. Lerman, G. Muric, A. Sapienza, A. Tregubov, D. Pacheco, J. Bollenbacher, A. Flammini, and others, "The DARPA SocialSim Challenge: Massive Multi-Agent Simulations of the Github Ecosystem", Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1835–1837, 2019.
A. Sapienza, P. Goyal, and E. Ferrara, "Deep Neural Networks for Optimal Team Composition", Frontiers in Big Data, vol. 2, no. 14: arXiv:1805.03285, 2019.
J. Blythe, J. Bollenbacher, D. Huang, P. - M. Hui, R. Krohn, D. Pacheco, G. Muric, A. Sapienza, A. Tregubov, Y. - Y. Ahn, and others, "Massive multi-agent data-driven simulations of the github ecosystem", International Conference on Practical Applications of Agents and Multi-Agent Systems: Springer, Cham, pp. 3–15, 2019.
2018
A. Sapienza, S. K. Ernala, A. Bessi, K. Lerman, and E. Ferrara, "DISCOVER: Mining Online Chatter for Emerging Cyber Threats", Proceedings of WWW Companion for the Third International Workshop on Computational Methods for CyberSafety, 2018.
A. Sapienza, S. K. Ernala, A. Bessi, K. Lerman, and E. Ferrara, "DISCOVER: Mining Online Chatter for Emerging Cyber Threats", Companion of the The Web Conference 2018: International World Wide Web Conferences Steering Committee, pp. 983–990, 2018.
T. Kobayashi, A. Sapienza, and E. Ferrara, "Extracting the multi-timescale activity patterns of online financial markets", Scientific Reports, vol. 8, no. 1: https://doi.org/10.1038/s41598-018-29537-w, pp. 11184, 2018.
A. Sapienza, Y. Zeng, A. Bessi, K. Lerman, and E. Ferrara, "Individual performance in team-based online games", Royal Society open science, vol. 5, no. 6: The Royal Society Publishing, pp. 180329, 2018.
P. Goyal, A. Sapienza, and E. Ferrara, "Recommending teammates with deep neural networks", Proceedings of the 29th on Hypertext and Social Media, pp. 57–61, 2018.
2017
A. Sapienza, A. Bessi, S. Damodaran, P. Shakarian, K. Lerman, and E. Ferrara, "Early Warnings of Cyber Threats in Online Discussions", 2017 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 667–674, 2017.
A. Sapienza, H. Peng, and E. Ferrara, "Performance Dynamics and Success in Online Games", 2017 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 902–909, 2017.
A. Sapienza, A. Bessi, S. Damodaran, P. Shakarian, K. Lerman, and E. Ferrara, "Early Warnings of Cyber Threats in Online Discussions", 2017 {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops 2017, New Orleans, LA, USA, November 18-21, 2017, pp. 667–674, 2017.
A. Sapienza, A. Bessi, S. Damodaran, P. Shakarian, K. Lerman, and E. Ferrara, "Early Warnings of Cyber Threats in Online Discussions", 2017 {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops 2017, New Orleans, LA, USA, November 18-21, 2017, pp. 667–674, 2017.