Discovering New Trends in Web Robot Traffic Through Functional Classification. - Derek Doran; Swapna S. Gokhale (NCA, 2008)

Classifying Web Robots by K-means Clustering. - Derek Doran; Swapna S. Gokhale (SEKE, 2009)

Cost-Based Optimization of Buffer Size in M/G/1/N Systems under Different Service-Time Distributions. - Derek Doran; Lester Lipsky; Steve Thompson (NCA, 2010)

Searching for Heavy Tails in Web Robot Traffic. - Derek Doran; Swapna S. Gokhale (QEST, 2010)

Architecture-based Reliability Analysis With Uncertain Parameters. - Derek Doran; Matthew Tran; Lance Fiondella; Swapna S. Gokhale (SEKE, 2011)

Web robot detection techniques: overview and limitations. - Derek Doran; Swapna S. Gokhale (Data Min. Knowl. Discov., 2011)

Detecting Web Robots Using Resource Request Patterns. - Derek Doran; Swapna S. Gokhale (ICMLA (1), 2012)

The Importance of Outlier Relationships in Mobile Call Graphs. - Derek Doran; Veena B. Mendiratta; Chitra Phadke; Hüseyin Uzunalioglu (ICMLA (2), 2012)

How Social Network APIs Have Ended the Age of Privacy. - Derek Doran; Sean Curley; Swapna S. Gokhale (SEKE, 2012)

A classification framework for web robots. - Derek Doran; Swapna S. Gokhale (J. Assoc. Inf. Sci. Technol., 2012)

Human sensing for smart cities. - Derek Doran; Swapna S. Gokhale; Aldo Dagnino (ASONAM, 2013)

A comparison of web robot and human requests. - Derek Doran; Kevin Morillo; Swapna S. Gokhale (ASONAM, 2013)

Triads, transitivity, and social effects in user interactions on Facebook. - Derek Doran; Huda Alhazmi; Swapna S. Gokhale (CASoN, 2013)

Understanding Common Perceptions from Online Social Media. - Derek Doran; Swapna S. Gokhale; Aldo Dagnino (SEKE, 2013)

Prediction of Subscriber Churn Using Social Network Analysis. - Chitra Phadke; Hüseyin Uzunalioglu; Veena B. Mendiratta; Dan Kushnir; Derek Doran (Bell Labs Tech. J., 2013)

Data Analytics for Power Utility Storm Planning. - Lan Lin; Aldo Dagnino; Derek Doran; Swapna S. Gokhale (KDIR, 2014)

Accurate Local Estimation of Geo-Coordinates for Social Media Posts. - Derek Doran; Swapna S. Gokhale; Aldo Dagnino (SEKE, 2014)

Triad-Based Role Discovery for Large Social Systems. - Derek Doran (SocInfo Workshops, 2014)

Discovering Perceptions in Online Social Media: A Probabilistic Approach. - Derek Doran; Swapna S. Gokhale; Aldo Dagnino (Int. J. Softw. Eng. Knowl. Eng., 2014)

Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support. - Derek Doran; Samir Yelne; Luisa Massari; Mariacarla Calzarossa; LaTrelle Jackson; Glen Moriarty (ASONAM, 2015)

Entity Recommendations Using Hierarchical Knowledge Bases. - Siva Kumar Cheekula; Pavan Kapanipathi; Derek Doran; Prateek Jain 001; Amit P. Sheth (KNOW@LOD, 2015)

Understanding social effects in online networks. - Huda Alhazmi; Swapna S. Gokhale; Derek Doran (ICNC, 2015)

Analyzing the social media footprint of street gangs. - Sanjaya Wijeratne; Derek Doran; Amit P. Sheth; Jack L. Dustin (ISI, 2015)

WAMINet: An Open Source Library for Dynamic Geospace Analysis Using WAMI. - Matthew Maurice; Matthew Piekenbrock; Derek Doran (ISM, 2015)

Teaching the Foundations of Data Science: An Interdisciplinary Approach. - Daniel Asamoah; Derek Doran; Shu Z. Schiller (CoRR, 2015)

Operationalizing Central Place Theory and Central Flow Theory with mobile phone data. - Derek Doran; Andrew Fox (PeerJ Prepr., 2015)

Request type prediction for Web robot and Internet of Things traffic. - Derek Doran; Nathan Rude (PeerJ Prepr., 2015)

On the discovery of social roles in large scale social systems. - Derek Doran (Soc. Netw. Anal. Min., 2015)

Propagation Models and Analysis for Mobile Phone Data Analytics. - Derek Doran; Veena B. Mendiratta (Propagation Phenomena in Real World Networks, 2015)

Finding street gang members on Twitter. - Lakshika Balasuriya; Sanjaya Wijeratne; Derek Doran; Amit P. Sheth (ASONAM, 2016)

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 (ISCC, 2016)

EmojiNet: Building a Machine Readable Sense Inventory for Emoji. - Sanjaya Wijeratne; Lakshika Balasuriya; Amit P. Sheth; Derek Doran (SocInfo (1), 2016)

Social media enabled human sensing for smart cities. - Derek Doran; Karl Severin; Swapna S. Gokhale; Aldo Dagnino (AI Commun., 2016)

Word Embeddings to Enhance Twitter Gang Member Profile Identification. - Sanjaya Wijeratne; Lakshika Balasuriya; Derek Doran; Amit P. Sheth (CoRR, 2016)

An integrated method for real time and offline web robot detection. - Derek Doran; Swapna S. Gokhale (Expert Syst. J. Knowl. Eng., 2016)

What Does Explainable AI Really Mean? A New Conceptualization of Perspectives. - Derek Doran; Sarah Schulz; Tarek R. Besold (CEx@AI*IA, 2017)

Realistic Traffic Generation for Web Robots. - Kyle Brown; Derek Doran (ICMLA, 2017)

EmojiNet: An Open Service and API for Emoji Sense Discovery. - Sanjaya Wijeratne; Lakshika Balasuriya; Amit P. Sheth; Derek Doran (ICWSM, 2017)

A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots. - Ning Xie 009; Kyle Brown; Nathan Rude; Derek Doran (ISNN (1), 2017)

Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. - Md. Kamruzzaman Sarker; Ning Xie 009; Derek Doran; Michael L. Raymer; Pascal Hitzler (NeSy, 2017)

Seasonality in dynamic stochastic block models. - Jace Robinson; Derek Doran (WI, 2017)

A semantics-based measure of emoji similarity. - Sanjaya Wijeratne; Lakshika Balasuriya; Amit P. Sheth; Derek Doran (WI, 2017)

Relating Input Concepts to Convolutional Neural Network Decisions. - Ning Xie 009; Md. Kamruzzaman Sarker; Derek Doran; Pascal Hitzler; Michael L. Raymer (CoRR, 2017)

Intrinsic Point of Interest Discovery from Trajectory Data. - Matthew Piekenbrock; Derek Doran (CoRR, 2017)

Seasonal Stochastic Blockmodeling for Anomaly Detection in Dynamic Networks. - Jace Robinson; Derek Doran (CoRR, 2017)

A soft computing approach for benign and malicious web robot detection. - Mahdieh Zabihimayvan; Reza Sadeghi; H. Nathan Rude; Derek Doran (Expert Syst. Appl., 2017)

Network Role Mining and Analysis - Derek Doran (Springer, 2017)

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 (MPS@CCS, 2018)

Some (Non-)universal features of Web robot traffic. - Mahdieh Zabihimayvan; Derek Doran (CISS, 2018)

Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting. - Giuseppe Nebbione; Derek Doran; Srikanth Nadella; Brandon S. Minnery (MLN, 2018)

Detecting Suspicious Members in an Online Emotional Support Service. - Yu Li 008; Dae Wook Kim; Junjie Zhang 004; Derek Doran (SecureComm (2), 2018)

Reasoning over RDF Knowledge Bases using Deep Learning. - Monireh Ebrahimi; Md. Kamruzzaman Sarker; Federico Bianchi 001; Ning Xie 009; Derek Doran; Pascal Hitzler (CoRR, 2018)

Visual Entailment Task for Visually-Grounded Language Learning. - Ning Xie 009; Farley Lai; Derek Doran; Asim Kadav (CoRR, 2018)

HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition. - Kyle Brown; Derek Doran; Ryan Kramer; Brad Reynolds (CoRR, 2018)

Keep the conversations going: engagement-based customer segmentation on online social service platforms. - Nripesh Trivedi; Daniel Adomako Asamoah; Derek Doran (Inf. Syst. Frontiers, 2018)

Contrasting Web Robot and Human Behaviors with Network Models. - Kyle Brown; Derek Doran (J. Commun., 2018)

Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. - Mahdieh Zabihimayvan; Derek Doran (FUZZ-IEEE, 2019)

Contextual Grounding of Natural Language Entities in Images. - Farley Lai; Ning Xie 009; Derek Doran; Asim Kadav (ViGIL@NeurIPS, 2019)

A Broad Evaluation of the Tor English Content Ecosystem. - Mahdieh Zabihimayvan; Reza Sadeghi; Derek Doran; Mehdi Allahyari (WebSci, 2019)

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 (WSDM, 2019)

Visual Entailment: A Novel Task for Fine-Grained Image Understanding. - Ning Xie 009; Farley Lai; Derek Doran; Asim Kadav (CoRR, 2019)

A First Look at References from the Dark to Surface Web World. - Mahdieh Zabihimayvan; Derek Doran (CoRR, 2019)

Finding and validating medical information shared on Twitter: experiences using a crowdsourcing approach. - Scott J. Duberstein; Daniel Adomako Asamoah; Derek Doran; Shu Z. Schiller (Int. J. Web Eng. Technol., 2019)

User interactions and behaviors in a large-scale online emotional support service. - Derek Doran; Luisa Massari; Maria Carla Calzarossa; Yu Li 008; Daniele Tessera; Junjie Zhang 004 (Soc. Netw. Anal. Min., 2019)

Interaction of Structure and Information on Tor. - Mahdieh Zabihimayvan; Reza Sadeghi; Dipesh Kadariya; Derek Doran (COMPLEX NETWORKS (1), 2020)

Interdisciplinarity in Data Science Pedagogy: A Foundational Design. - Daniel Adomako Asamoah; Derek Doran; Shu Schiller (J. Comput. Inf. Syst., 2020)

Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment. - Monireh Ebrahimi; Md. Kamruzzaman Sarker; Federico Bianchi 001; Ning Xie 009; Aaron Eberhart; Derek Doran; HyeongSik Kim 001; Pascal Hitzler (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

A first look at references from the dark to the surface web world: a case study in Tor. - Mahdieh Zabihimayvan; Derek Doran (Int. J. Inf. Sec., 2022)

Explainable Deep Learning: A Field Guide for the Uninitiated. - Gabrielle Ras; Ning Xie 009; Marcel van Gerven; Derek Doran (J. Artif. Intell. Res., 2022)

Security, information, and structure characterization of Tor: a survey. - Mahdieh Zabihimayvan; Reza Sadeghi; Derek Doran (Telecommun. Syst., 2024)