Derek Doran

90 papers A 2B 9C 11Misc 2Journal 46Unranked 17
YearRankTypeTitle / Venue / Authors
2024 J jnl
Security, information, and structure characterization of Tor: a survey.
Telecommun. Syst.
Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran
2022 J jnl
A first look at references from the dark to the surface web world: a case study in Tor.
Int. J. Inf. Sec.
Mahdieh Zabihimayvan, Derek Doran
2022 J jnl
Explainable Deep Learning: A Field Guide for the Uninitiated.
J. Artif. Intell. Res.
Gabrielle Ras, Ning Xie, Marcel van Gerven, Derek Doran
2021 — conf
Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler
2020 J jnl
Explainable Deep Learning: A Field Guide for the Uninitiated.
CoRR
Ning Xie, Gabrielle Ras, Marcel van Gerven, Derek Doran
2020 — conf
Interaction of Structure and Information on Tor.
COMPLEX NETWORKS (1)
Mahdieh Zabihimayvan, Reza Sadeghi, Dipesh Kadariya, Derek Doran
2020 J jnl
Interdisciplinarity in Data Science Pedagogy: A Foundational Design.
J. Comput. Inf. Syst.
Daniel Adomako Asamoah, Derek Doran, Shu Schiller
2019 — conf
A Broad Evaluation of the Tor English Content Ecosystem.
WebSci
Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran, Mehdi Allahyari
2019 J jnl
A Broad Evaluation of the Tor English Content Ecosystem.
CoRR
Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran, Mehdi Allahyari
2019 J jnl
A First Look at References from the Dark to Surface Web World.
CoRR
Mahdieh Zabihimayvan, Derek Doran
2019 — conf
Contextual Grounding of Natural Language Entities in Images.
ViGIL@NeurIPS
Farley Lai, Ning Xie, Derek Doran, Asim Kadav
2019 J jnl
Contextual Grounding of Natural Language Entities in Images.
CoRR
Farley Lai, Ning Xie, Derek Doran, Asim Kadav
2019 J jnl
Finding and validating medical information shared on Twitter: experiences using a crowdsourcing approach.
Int. J. Web Eng. Technol.
Scott J. Duberstein, Daniel Adomako Asamoah, Derek Doran, Shu Z. Schiller
2019 B conf
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection.
FUZZ-IEEE
Mahdieh Zabihimayvan, Derek Doran
2019 J jnl
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection.
CoRR
Mahdieh Zabihimayvan, Derek Doran
2019 A conf
Knowledge Graph Enhanced Community Detection and Characterization.
WSDM
Shreyansh P. Bhatt, Swati Padhee, Amit P. Sheth, Keke Chen, Valerie L. Shalin, Derek Doran, Brandon S. Minnery
2019 — ed.
Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), Annual workshop of the Neural-Symbolic Learning and Reasoning Association, Macao, China, August 12, 2019
NeSy@IJCAI
Derek Doran, Artur S. d'Avila Garcez, Freddy Lécué
2019 J jnl
User interactions and behaviors in a large-scale online emotional support service.
Soc. Netw. Anal. Min.
Derek Doran, Luisa Massari, Maria Carla Calzarossa, Yu Li, Daniele Tessera, Junjie Zhang
2019 J jnl
Visual Entailment: A Novel Task for Fine-Grained Image Understanding.
CoRR
Ning Xie, Farley Lai, Derek Doran, Asim Kadav
2018 J jnl
Contrasting Web Robot and Human Behaviors with Network Models.
CoRR
Kyle Brown, Derek Doran
2018 J jnl
Contrasting Web Robot and Human Behaviors with Network Models.
J. Commun.
Kyle Brown, Derek Doran
2018 — conf
Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting.
MLN
Giuseppe Nebbione, Derek Doran, Srikanth Nadella, Brandon S. Minnery
2018 J jnl
Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting.
CoRR
Giuseppe Nebbione, Derek Doran, Srikanth Nadella, Brandon S. Minnery
2018 — conf
Detecting Suspicious Members in an Online Emotional Support Service.
SecureComm (2)
Yu Li, Dae Wook Kim, Junjie Zhang, Derek Doran
2018 J jnl
HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition.
CoRR
Kyle Brown, Derek Doran, Ryan Kramer, Brad Reynolds
2018 J jnl
Keep the conversations going: engagement-based customer segmentation on online social service platforms.
Inf. Syst. Frontiers
Nripesh Trivedi, Daniel Adomako Asamoah, Derek Doran
2018 — conf
Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR.
MPS@CCS
Natalija Vlajic, Marmara El Masri, Gianluigi M. Riva, Marguerite Barry, Derek Doran
2018 J jnl
Reasoning over RDF Knowledge Bases using Deep Learning.
CoRR
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler
2018 Misc conf
Some (Non-)universal features of Web robot traffic.
CISS
Mahdieh Zabihimayvan, Derek Doran
2018 J jnl
Visual Entailment Task for Visually-Grounded Language Learning.
CoRR
Ning Xie, Farley Lai, Derek Doran, Asim Kadav
2017 J jnl
A Semantics-Based Measure of Emoji Similarity.
CoRR
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
2017 — conf
A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots.
ISNN (1)
Ning Xie, Kyle Brown, Nathan Rude, Derek Doran
2017 B conf
A semantics-based measure of emoji similarity.
WI
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
2017 J jnl
A soft computing approach for benign and malicious web robot detection.
Expert Syst. Appl.
Mahdieh Zabihimayvan, Reza Sadeghi, H. Nathan Rude, Derek Doran
2017 A conf
EmojiNet: An Open Service and API for Emoji Sense Discovery.
ICWSM
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
2017 J jnl
EmojiNet: An Open Service and API for Emoji Sense Discovery.
CoRR
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
2017 C conf
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps.
NeSy
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
2017 J jnl
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps.
CoRR
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
2017 J jnl
Intrinsic Point of Interest Discovery from Trajectory Data.
CoRR
Matthew Piekenbrock, Derek Doran
2017 — book
Network Role Mining and Analysis
Derek Doran
2017 C conf
Realistic Traffic Generation for Web Robots.
ICMLA
Kyle Brown, Derek Doran
2017 J jnl
Realistic Traffic Generation for Web Robots.
CoRR
Kyle Brown, Derek Doran
2017 J jnl
Relating Input Concepts to Convolutional Neural Network Decisions.
CoRR
Ning Xie, Md. Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer
2017 J jnl
Seasonal Stochastic Blockmodeling for Anomaly Detection in Dynamic Networks.
CoRR
Jace Robinson, Derek Doran
2017 J jnl
Seasonality in Dynamic Stochastic Block Models.
CoRR
Jace Robinson, Derek Doran
2017 B conf
Seasonality in dynamic stochastic block models.
WI
Jace Robinson, Derek Doran
2017 — conf
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives.
CEx@AI*IA
Derek Doran, Sarah Schulz, Tarek R. Besold
2017 J jnl
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives.
CoRR
Derek Doran, Sarah Schulz, Tarek R. Besold
2016 J jnl
An integrated method for real time and offline web robot detection.
Expert Syst. J. Knowl. Eng.
Derek Doran, Swapna S. Gokhale
2016 — conf
EmojiNet: Building a Machine Readable Sense Inventory for Emoji.
SocInfo (1)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
2016 J jnl
EmojiNet: Building a Machine Readable Sense Inventory for Emoji.
CoRR
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
2016 J jnl
Finding Street Gang Members on Twitter.
CoRR
Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit P. Sheth
2016 B conf
Finding street gang members on Twitter.
ASONAM
Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit P. Sheth
2016 C conf
Measuring the users and conversations of a vibrant online emotional support system.
ISCC
Maria Carla Calzarossa, Luisa Massari, Derek Doran, Samir Yelne, Nripesh Trivedi, Glen Moriarty
2016 J jnl
Social media enabled human sensing for smart cities.
AI Commun.
Derek Doran, Karl Severin, Swapna S. Gokhale, Aldo Dagnino
2016 J jnl
Word Embeddings to Enhance Twitter Gang Member Profile Identification.
CoRR
Sanjaya Wijeratne, Lakshika Balasuriya, Derek Doran, Amit P. Sheth
2015 C conf
Analyzing the social media footprint of street gangs.
ISI
Sanjaya Wijeratne, Derek Doran, Amit P. Sheth, Jack L. Dustin
2015 — conf
Entity Recommendations Using Hierarchical Knowledge Bases.
KNOW@LOD
Siva Kumar Cheekula, Pavan Kapanipathi, Derek Doran, Prateek Jain, Amit P. Sheth
2015 J jnl
On the discovery of social roles in large scale social systems.
CoRR
Derek Doran
2015 J jnl
On the discovery of social roles in large scale social systems.
Soc. Netw. Anal. Min.
Derek Doran
2015 J jnl
Operationalizing Central Place Theory and Central Flow Theory with mobile phone data.
PeerJ Prepr.
Derek Doran, Andrew Fox
2015 — ch.
Propagation Models and Analysis for Mobile Phone Data Analytics.
Propagation Phenomena in Real World Networks
Derek Doran, Veena B. Mendiratta
2015 C conf
Request Type Prediction for Web Robot and Internet of Things Traffic.
ICMLA
Nathan Rude, Derek Doran
2015 J jnl
Request type prediction for Web robot and Internet of Things traffic.
PeerJ Prepr.
Derek Doran, Nathan Rude
2015 B conf
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support.
ASONAM
Derek Doran, Samir Yelne, Luisa Massari, Mariacarla Calzarossa, LaTrelle Jackson, Glen Moriarty
2015 J jnl
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support.
CoRR
Derek Doran, Samir Yelne, Luisa Massari, Maria Carla Calzarossa, LaTrelle Jackson, Glen Moriarty
2015 J jnl
Teaching the Foundations of Data Science: An Interdisciplinary Approach.
CoRR
Daniel Asamoah, Derek Doran, Shu Z. Schiller
2015 Misc conf
Understanding social effects in online networks.
ICNC
Huda Alhazmi, Swapna S. Gokhale, Derek Doran
2015 C conf
WAMINet: An Open Source Library for Dynamic Geospace Analysis Using WAMI.
ISM
Matthew Maurice, Matthew Piekenbrock, Derek Doran
2014 C conf
Accurate Local Estimation of Geo-Coordinates for Social Media Posts.
SEKE
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
2014 J jnl
Accurate Local Estimation of Geo-Coordinates for Social Media Posts.
CoRR
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
2014 — conf
Data Analytics for Power Utility Storm Planning.
KDIR
Lan Lin, Aldo Dagnino, Derek Doran, Swapna S. Gokhale
2014 J jnl
Discovering Perceptions in Online Social Media: A Probabilistic Approach.
Int. J. Softw. Eng. Knowl. Eng.
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
2014 — conf
Triad-Based Role Discovery for Large Social Systems.
SocInfo Workshops
Derek Doran
2014 J jnl
Understanding Common Perceptions from Online Social Media.
CoRR
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
2013 B conf
A comparison of web robot and human requests.
ASONAM
Derek Doran, Kevin Morillo, Swapna S. Gokhale
2013 B conf
Human sensing for smart cities.
ASONAM
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
2013 J jnl
Prediction of Subscriber Churn Using Social Network Analysis.
Bell Labs Tech. J.
Chitra Phadke, Hüseyin Uzunalioglu, Veena B. Mendiratta, Dan Kushnir, Derek Doran
2013 — conf
Triads, transitivity, and social effects in user interactions on Facebook.
CASoN
Derek Doran, Huda Alhazmi, Swapna S. Gokhale
2013 C conf
Understanding Common Perceptions from Online Social Media.
SEKE
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
2012 J jnl
A classification framework for web robots.
J. Assoc. Inf. Sci. Technol.
Derek Doran, Swapna S. Gokhale
2012 — conf
Detecting Web Robots Using Resource Request Patterns.
ICMLA (1)
Derek Doran, Swapna S. Gokhale
2012 C conf
How Social Network APIs Have Ended the Age of Privacy.
SEKE
Derek Doran, Sean Curley, Swapna S. Gokhale
2012 — conf
The Importance of Outlier Relationships in Mobile Call Graphs.
ICMLA (2)
Derek Doran, Veena B. Mendiratta, Chitra Phadke, Hüseyin Uzunalioglu
2011 C conf
Architecture-based Reliability Analysis With Uncertain Parameters.
SEKE
Derek Doran, Matthew Tran, Lance Fiondella, Swapna S. Gokhale
2011 J jnl
Web robot detection techniques: overview and limitations.
Data Min. Knowl. Discov.
Derek Doran, Swapna S. Gokhale
2010 B conf
Cost-Based Optimization of Buffer Size in M/G/1/N Systems under Different Service-Time Distributions.
NCA
Derek Doran, Lester Lipsky, Steve Thompson
2010 — conf
Searching for Heavy Tails in Web Robot Traffic.
QEST
Derek Doran, Swapna S. Gokhale
2009 C conf
Classifying Web Robots by K-means Clustering.
SEKE
Derek Doran, Swapna S. Gokhale
2008 B conf
Discovering New Trends in Web Robot Traffic Through Functional Classification.
NCA
Derek Doran, Swapna S. Gokhale