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2017
Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran. EmojiNet: An Open Service and API for Emoji Sense Discovery. In 11th International AAAI Conference on Web and Social Media (ICWSM 2017). Montreal, Canada; 2017.  (5.69 MB)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran. A Semantics-Based Measure of Emoji Similarity. In 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). Leipzig, Germany: ACM; 2017.  (2.34 MB)
Zabihimayvan M, Sadeghi R, H. Rude N, Derek Doran. A soft computing approach for benign and malicious web robot detection. Expert Systems with Applications [Internet]. ELSEVIER; 2017 ;87:129 - 140. http://www.sciencedirect.com/science/article/pii/S0957417417304116 (1.86 MB)
2016
Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran. EmojiNet: A Machine Readable Emoji Sense Inventory. Wright Brother's Day, Wright State University. Dayton, Ohio, USA; 2016 .  (66.92 KB) (815.49 KB)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, Derek Doran. EmojiNet: Building a Machine Readable Sense Inventory for Emoji. Emma Spiro, Yong-Yeol Ahn. 8th International Conference on Social Informatics (SocInfo 2016). Bellevue, WA: Springer International Publishing; 2016. p. 527-541.  (712.1 KB)
Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit Sheth. Finding Street Gang Members on Twitter. In 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2016). San Francisco, CA, USA; 2016.  (2.02 MB)
Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit Sheth. Signals Revealing Street Gang Members on Twitter. In Workshop on Computational Approaches to Social Modeling (ChASM 2016) co-located with 8th International Conference on Social Informatics (SocInfo 2016). Bellevue, WA, USA; 2016.  (939.06 KB)
Sanjaya Wijeratne, Lakshika Balasuriya, Derek Doran, Amit Sheth. Word Embeddings to Enhance Twitter Gang Member Profile Identification. In IJCAI Workshop on Semantic Machine Learning (SML 2016). New York City, NY: CEUR-WS; 2016.  (265.83 KB) (6.23 MB)
2015
Sanjaya Wijeratne, Derek Doran, Amit Sheth, Jack Dustin. Analyzing the Social Media Footprint of Street Gangs. In 2015 IEEE International Conference on Intelligence and Security Informatics (ISI). Baltimore, MD: IEEE; 2015.  (1.26 MB)
Derek Doran, Swapna Gokhale, Aldo Dagnino. Discovering Perceptions in Online Social Media: A Probabilistic Approach. International Journal of Software Engineering and Knowledge Engineering. 2015 ;24(9):1273-1300.  (22.64 MB)
Derek Doran. On the Discovery of Social Roles in Large Scale Social Systems. Social Network Analysis and Mining. 2015 ;5(49).  (1.55 MB)
Siva Cheekula, Pavan Kapanipathi, Derek Doran, Prateek Jain, Amit Sheth. Entity Recommendations Using Hierarchical Knowledge Bases. Extended Semantic Web Conference 2015 (ESWC 2015). Portoroz, Slovenia; 2015.  (355.5 KB)
Derek Doran, Veena Mendiratta. Propagation Models and Analysis for Mobile Phone Data Analytics. In: Dariusz Krol, Damien Fay, Bogdan Gabryś. Propagation Phenomena in Real World Networks. Switzerland: Springer International Publishing; 2015. p. 335-376.  (544 KB)
Nathan Rude, Derek Doran. Request Type Prediction for Web Robot and Internet of Things Traffic. 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA). Miami, FL: IEEE; 2015. p. 995 - 1000.
Derek Doran, Karl Severin, Swapna Gokhale, Aldo Dagnino. Social Media Enabled Human Sensing for Smart Cities. AI Communications. 2015 ;29.  (16.71 MB)
Derek Doran, Samir Yelne, Luisa Massari, Maria-Carla Calzarossa, LaTrelle Jackson, Glen Moriarty. Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support. Jian Pei, Fabrizio Silvestri, Jie Tang. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM 2015). Paris, France: ACM; 2015. p. 667-674.  (3.5 MB)
Huda Alhazmi, Swapna Gokhale, Derek Doran. Understanding Social Effects in Online Networks. In International Symposium on Social Computing and Semantic Data Mining. Anaheim, California; 2015.  (209.63 KB)
Derek Doran, Andrew Fox, Veena Mendiratta. Where do we Develop? Discovering Regions for Urban Investment in Senegal. In NetMob 2015. Cambridge, MA; 2015.  (3.5 MB)
2014
Derek Doran, Swapna Gokhale, Aldo Dagnino. Accurate Local Estimation of Geo-Coordinates for Social Media Posts. 26th International Conference on Software Engineering and Knowledge Engineering (SEKE 2014). Vancouver, Canada; 2014. p. 642-647.  (259.07 KB)
Derek Doran, Swapna Gokhale, Nicholas Lownes. An Analytic Model of Airport Security Checkpoint Screening Times. In Transportation Research Board's 93rd Annual Meeting. 2014.
Lan Lin, Aldo Dagnino, Derek Doran, Swapna Gokhale. Data Analytics for Power Utility Storm Planning. 6th International Conference on Knowledge Discovery and Information Retrieval. Rome, Italy; 2014.  (240.43 KB)
Derek Doran. Triad-based Role Discovery for Large Social Systems. In: Luca Maria-Aiello, Daniel McFarland. Social Informatics: SocInfo 2014 International Workshops. 1st ed. Springer International Publishing; 2014. p. 130-143.  (863.5 KB)
Derek Doran, Swapna Gokhale, Aldo Dagnino. Understanding Common Perceptions from Online Social Media. In International Conference of Software Engineering and Knowledge Engineering. Vancouver,CA; 2014.  (7.79 MB)