Publications
"A New Approach to the Design of High Performance Multiple Disk Subsystems: Dynamic Load Balancing Schemes.", 2000. C14.pdf (152.64 KB)
ND-SYNC: Detecting Synchronized Fraud Activities." In Advances in Knowledge Discovery and Data Mining, 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II, 201–214., 2015. PDF (4.36 MB) Dataset (1.96 MB) Presentation (2.16 MB)
"MultiSpot: Spotting Sentiments with Semantic Aware Multilevel Cascaded Analysis." In Big Data Analytics and Knowledge Discovery, edited by Sanjay Kumar Madria and Takahiro Hara, 337-350. Vol. 9263. Lecture Notes in Computer Science 9263. Springer International Publishing, 2015. PDF (359.27 KB) Presentation (488.64 KB)
""Multimedia documents Storage An Evolutionary based Application.", 2001. C25.pdf (321.09 KB)
Multimedia Data Storage and Representation Issues on Tertiary Storage Subssystems: An Overview." Operating Systems Review 35 (2001): 61-77.
""Multimedia Data Elevation under a Hierarchical Storage Model.", 2001. C26.pdf (209.83 KB)
A multi-layer software architecture framework for adaptive real-time analytics." In Workshop on Real-time & Stream Analytics in Big Data. Washington D.C., 2016. PDF (1.27 MB)
""The MPEG-7 Multimedia Content Description Standard and the XML Schema Language.", 2001. C27.pdf (69.26 KB)
MPEG-7 based description schemes for multi-level video content classification." Image Vision Comput. 22 (2004): 367-378.
"Model-Based Cluster Analysis for Web Users Sessions." In ISMIS, edited by Mohand-Said Hacid, Neil V. Murray, Zbigniew W. Ras and Shusaku Tsumoto, 219-227. Vol. 3488. Lecture Notes in Computer Science 3488. Springer, 2005.
""Model-Based Cluster Analysis for Web Users Sessions.", 2005. C41.pdf (171.16 KB)
Mining the Community Structure of a Web Site." In BCI, edited by Petros Kefalas, Demosthenes Stamatis and Christos Douligeris, 239-244. IEEE Computer Society, 2009.
"Micro-blogging Content Analysis via Emotionally-Driven Clustering." In Affective Computing and Intelligent Interaction (ACII), 2013 Humaine Association Conference on, 375-380., 2013. PDF (375.24 KB)
"Measuring #GamerGate: A Tale of Hate, Sexism, and Bullying In Proceedings of the 26th International Conference on World Wide Web Companion. WWW '17 Companion. Perth, Australia: ACM, 2017. PDF (1.07 MB) Presentation (1.04 MB)
Mean Birds: Detecting Aggression and Bullying on Twitter. WebSci '17. Troy, NY, USA: ACM, 2017. PDF (1.45 MB) Dataset (86.79 KB) Presentation (2.61 MB)
Massive Graph Management for the Web and Web 2.0." In New Directions in Web Data Management 1, edited by Athena Vakali and Lakhmi C. Jain, 19-58. Vol. 331. Studies in Computational Intelligence 331., 2011. PDF (556.18 KB)
"Mani-Web: Large-Scale Web Graph Embedding via Laplacian Eigenmap Approximation." IEEE Transactions on Systems, Man, and Cybernetics, Part C 42 (2012): 879-888. J50.pdf (908.15 KB)
""Mani-Web: Large-Scale Web Graph Embedding via Laplacian Eigenmap Approximation." (2012). J50.pdf (908.15 KB)
LRU-based Algorithms for Web Cache Replacement." In EC-Web, edited by Kurt Bauknecht, Sanjay Kumar Madria and Günther Pernul, 409-418. Vol. 1875. Lecture Notes in Computer Science 1875. Springer, 2000.
""LRU-based algorithms for Web Cache Replacement.", 2000. C17.pdf (453.82 KB)
A Logic Based Approach for the Multimedia Data Representation and Retrieval." In ISM, 241-248. IEEE Computer Society, 2005.
""A Logic Based Approach for the Multimedia Data Representation and Retrieval.", 2005. C45.pdf (279.49 KB)
Leveraging Massive User Contributions for Knowledge Extraction." In Next Generation Data Technologies for Collective Computational Intelligence, edited by Nik Bessis and Fatos Xhafa, 415-443. Vol. 352. Studies in Computational Intelligence 352. Springer, 2011.
""Leveraging Collective Intelligence through Community Detection in Tag Networks.", 2009. C63.pdf (318.01 KB)