| 2019 | WSDM | Knowledge Graph Enhanced Community Detection and Characterization. | Shreyansh P. Bhatt, Swati Padhee, Amit P. Sheth, Keke Chen, Valerie L. Shalin, Derek Doran, Brandon S. Minnery |
| 2018 | CCS | Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR. | Natalija Vlajic, Marmara El Masri, Gianluigi M. Riva, Marguerite Barry, Derek Doran |
| 2018 | CISS | Some (Non-)universal features of Web robot traffic. | Mahdieh Zabihimayvan, Derek Doran |
| 2018 | SecureComm | Detecting Suspicious Members in an Online Emotional Support Service. | Yu Li, Dae Wook Kim, Junjie Zhang, Derek Doran |
| 2017 | ICMLA | Realistic Traffic Generation for Web Robots. | Kyle Brown, Derek Doran |
| 2017 | ICWSM | EmojiNet: An Open Service and API for Emoji Sense Discovery. | Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran |
| 2017 | ISNN | A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots. | Ning Xie, Kyle Brown, Nathan Rude, Derek Doran |
| 2017 | NeSy | Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. | Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler |
| 2016 | ISCC | Measuring the users and conversations of a vibrant online emotional support system. | Maria Carla Calzarossa, Luisa Massari, Derek Doran, Samir Yelne, Nripesh Trivedi, Glen Moriarty |
| 2015 | ICMLA | Request Type Prediction for Web Robot and Internet of Things Traffic. | Nathan Rude, Derek Doran |
| 2015 | ISI | Analyzing the social media footprint of street gangs. | Sanjaya Wijeratne, Derek Doran, Amit P. Sheth, Jack L. Dustin |
| 2015 | ISM | WAMINet: An Open Source Library for Dynamic Geospace Analysis Using WAMI. | Matthew Maurice, Matthew Piekenbrock, Derek Doran |
| 2014 | IC3K | Data Analytics for Power Utility Storm Planning. | Lan Lin, Aldo Dagnino, Derek Doran, Swapna S. Gokhale |
| 2014 | SEKE | Accurate Local Estimation of Geo-Coordinates for Social Media Posts. | Derek Doran, Swapna S. Gokhale, Aldo Dagnino |
| 2013 | SEKE | Understanding Common Perceptions from Online Social Media. | Derek Doran, Swapna S. Gokhale, Aldo Dagnino |
| 2012 | ICMLA | Detecting Web Robots Using Resource Request Patterns. | Derek Doran, Swapna S. Gokhale |
| 2012 | ICMLA | The Importance of Outlier Relationships in Mobile Call Graphs. | Derek Doran, Veena B. Mendiratta, Chitra Phadke, Hseyin Uzunalioglu |
| 2012 | SEKE | How Social Network APIs Have Ended the Age of Privacy. | Derek Doran, Sean Curley, Swapna S. Gokhale |
| 2011 | SEKE | Architecture-based Reliability Analysis With Uncertain Parameters. | Derek Doran, Matthew Tran, Lance Fiondella, Swapna S. Gokhale |
| 2010 | NCA | Cost-Based Optimization of Buffer Size in M/G/1/N Systems under Different Service-Time Distributions. | Derek Doran, Lester Lipsky, Steve Thompson |
| 2009 | SEKE | Classifying Web Robots by K-means Clustering. | Derek Doran, Swapna S. Gokhale |
| 2008 | NCA | Discovering New Trends in Web Robot Traffic Through Functional Classification. | Derek Doran, Swapna S. Gokhale |