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Individualized Context-Aware Tensor Factorization for Online Games Predictions


Feb 22, 2021
Julie Jiang, Kristina Lerman, Emilio Ferrara

* 2020 International Conference on Data Mining Workshops (ICDMW) 

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Tracking e-cigarette warning label compliance on Instagram with deep learning


Feb 08, 2021
Chris J. Kennedy, Julia Vassey, Ho-Chun Herbert Chang, Jennifer B. Unger, Emilio Ferrara

* 9 pages, 3 figures 

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Graph Signal Recovery Using Restricted Boltzmann Machines


Nov 20, 2020
Ankith Mohan, Aiichiro Nakano, Emilio Ferrara

* Paper: 27 pages, 9 figures. Appendix: 5 pages, 12 figures. Submitted to Expert Systems with Applications 

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Detecting Social Media Manipulation in Low-Resource Languages


Nov 10, 2020
Samar Haider, Luca Luceri, Ashok Deb, Adam Badawy, Nanyun Peng, Emilio Ferrara


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Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms


Sep 04, 2020
Akira Matsui, Emilio Ferrara, Fred Morstatter, Andres Abeliuk, Aram Galstyan

* 12 pages, 8 figures 

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Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters


Aug 12, 2020
Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda

* 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-20) 

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Detecting multi-timescale consumption patterns from receipt data: A non-negative tensor factorization approach


Apr 28, 2020
Akira Matsui, Teruyoshi Kobayashi, Daisuke Moriwaki, Emilio Ferrara

* 16 pages, 10 figures 

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Don't Feed the Troll: Detecting Troll Behavior via Inverse Reinforcement Learning


Jan 28, 2020
Luca Luceri, Silvia Giordano, Emilio Ferrara


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Learning Behavioral Representations from Wearable Sensors


Nov 16, 2019
Nazgol Tavabi, Homa Hosseinmardi, Jennifer L. Villatte, Andrés Abeliuk, Shrikanth Narayanan, Emilio Ferrara, Kristina Lerman


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Benchmarks for Graph Embedding Evaluation


Aug 26, 2019
Palash Goyal, Di Huang, Ankita Goswami, Sujit Rokka Chhetri, Arquimedes Canedo, Emilio Ferrara


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The History of Digital Spam


Aug 14, 2019
Emilio Ferrara

* Communications of the ACM, August 2019, Vol. 62 No. 8, Pages 82-91, 2019 

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Discovering Hidden Structure in High Dimensional Human Behavioral Data via Tensor Factorization


May 21, 2019
Homa Hosseinmardi, Hsien-Te Kao, Kristina Lerman, Emilio Ferrara

* 2018 ACM International WSDM Conference, Heteronam Workshop 
* 2018 WSDM Heteronam Workshop 

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Discovering patterns of online popularity from time series


Apr 10, 2019
Mert Ozer, Anna Sapienza, Andrés Abeliuk, Goran Muric, Emilio Ferrara


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Characterizing Activity on the Deep and Dark Web


Mar 01, 2019
Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Sandeep Soni, Emilio Ferrara, Kristina Lerman


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DynamicGEM: A Library for Dynamic Graph Embedding Methods


Nov 26, 2018
Palash Goyal, Sujit Rokka Chhetri, Ninareh Mehrabi, Emilio Ferrara, Arquimedes Canedo


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Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction


Aug 31, 2018
Homa Hosseinmardi, Amir Ghasemian, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara


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Discovering Signals from Web Sources to Predict Cyber Attacks


Jun 08, 2018
Palash Goyal, KSM Tozammel Hossain, Ashok Deb, Nazgol Tavabi, Nathan Bartley, Andr'es Abeliuk, Emilio Ferrara, Kristina Lerman


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Predicting Cyber Events by Leveraging Hacker Sentiment


Apr 14, 2018
Ashok Deb, Kristina Lerman, Emilio Ferrara


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Deep Neural Networks for Bot Detection


Feb 18, 2018
Sneha Kudugunta, Emilio Ferrara

* Information Sciences, Volume 467, October 2018, Pages 312-322, 2018 

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Graph Embedding Techniques, Applications, and Performance: A Survey


Dec 22, 2017
Palash Goyal, Emilio Ferrara

* Knowledge Based Systems, Volume 151, 1 July 2018, Pages 78-94, 2018 
* Submitted to Knowledge Based Systems for review 

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Non-negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games


Feb 19, 2017
Anna Sapienza, Alessandro Bessi, Emilio Ferrara

* 9 pages, 6 figures, submitted to KDD'17 

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Predicting online extremism, content adopters, and interaction reciprocity


May 02, 2016
Emilio Ferrara, Wen-Qiang Wang, Onur Varol, Alessandro Flammini, Aram Galstyan

* International Conference on Social Informatics (pp. 22-39). Springer. 2016 
* 9 pages, 3 figures, 8 tables 

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The DARPA Twitter Bot Challenge


Apr 21, 2016
V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, Filippo Menczer, Andrew Stevens, Alexander Dekhtyar, Shuyang Gao, Tad Hogg, Farshad Kooti, Yan Liu, Onur Varol, Prashant Shiralkar, Vinod Vydiswaran, Qiaozhu Mei, Tim Hwang

* Computer 49 (6), 38-46. IEEE, 2016 
* IEEE Computer Magazine, in press 

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Latent Space Model for Multi-Modal Social Data


Oct 18, 2015
Yoon-Sik Cho, Greg Ver Steeg, Emilio Ferrara, Aram Galstyan

* Proceedings of the 25th International Conference on World Wide Web (pp. 447-458). 2016 
* 12 pages, 7 figures, 2 tables 

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Quantifying the Effect of Sentiment on Information Diffusion in Social Media


Jun 19, 2015
Emilio Ferrara, Zeyao Yang

* PeerJ Computer Science, 1, e26. 2015 
* 10 pages, 5 figures 

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Measuring Emotional Contagion in Social Media


Jun 19, 2015
Emilio Ferrara, Zeyao Yang

* PloS one, 10(11), e0142390. 2015 
* 10 pages, 5 figures 

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On predictability of rare events leveraging social media: a machine learning perspective


Feb 20, 2015
Lei Le, Emilio Ferrara, Alessandro Flammini

* Proceedings of the 2015 ACM on Conference on Online Social Networks (pp. 3-13). ACM. 2015 
* 10 pages, 10 tables, 8 figures 

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Clustering memes in social media streams


Nov 03, 2014
Mohsen JafariAsbagh, Emilio Ferrara, Onur Varol, Filippo Menczer, Alessandro Flammini

* Social Network Analysis and Mining, 4(1), 1-13. 2014 
* 25 pages, 8 figures, accepted on Social Network Analysis and Mining (SNAM). The final publication is available at Springer via http://dx.doi.org/10.1007/s13278-014-0237-x 

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XML Matchers: approaches and challenges


Jul 10, 2014
Santa Agreste, Pasquale De Meo, Emilio Ferrara, Domenico Ursino

* Knowledge-based systems 66: 190-209, 2014 
* 34 pages, 8 tables, 7 figures 

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