Derek Doran

According to our database1, Derek Doran authored at least 69 papers between 2008 and 2022.

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Bibliography

2022
Explainable Deep Learning: A Field Guide for the Uninitiated.
J. Artif. Intell. Res., 2022

A first look at references from the dark to the surface web world: a case study in Tor.
Int. J. Inf. Sec., 2022

2021
Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment.
Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020
Interdisciplinarity in Data Science Pedagogy: A Foundational Design.
J. Comput. Inf. Syst., 2020

Interaction of Structure and Information on Tor.
Proceedings of the Complex Networks & Their Applications IX, 2020

2019
User interactions and behaviors in a large-scale online emotional support service.
Soc. Netw. Anal. Min., 2019

Finding and validating medical information shared on Twitter: experiences using a crowdsourcing approach.
Int. J. Web Eng. Technol., 2019

A First Look at References from the Dark to Surface Web World.
CoRR, 2019

Visual Entailment: A Novel Task for Fine-Grained Image Understanding.
CoRR, 2019

Knowledge Graph Enhanced Community Detection and Characterization.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

A Broad Evaluation of the Tor English Content Ecosystem.
Proceedings of the 11th ACM Conference on Web Science, 2019

Contextual Grounding of Natural Language Entities in Images.
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Contrasting Web Robot and Human Behaviors with Network Models.
J. Commun., 2018

Keep the conversations going: engagement-based customer segmentation on online social service platforms.
Inf. Syst. Frontiers, 2018

HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition.
CoRR, 2018

Visual Entailment Task for Visually-Grounded Language Learning.
CoRR, 2018

Reasoning over RDF Knowledge Bases using Deep Learning.
CoRR, 2018

Detecting Suspicious Members in an Online Emotional Support Service.
Proceedings of the Security and Privacy in Communication Networks, 2018

Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting.
Proceedings of the Machine Learning for Networking - First International Conference, 2018

Some (Non-)universal features of Web robot traffic.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR.
Proceedings of the 2nd International Workshop on Multimedia Privacy and Security, 2018

2017
Network Role Mining and Analysis
Springer Briefs in Complexity, Springer, ISBN: 978-3-319-53886-0, 2017

A soft computing approach for benign and malicious web robot detection.
Expert Syst. Appl., 2017

Seasonal Stochastic Blockmodeling for Anomaly Detection in Dynamic Networks.
CoRR, 2017

Intrinsic Point of Interest Discovery from Trajectory Data.
CoRR, 2017

Relating Input Concepts to Convolutional Neural Network Decisions.
CoRR, 2017

A semantics-based measure of emoji similarity.
Proceedings of the International Conference on Web Intelligence, 2017

Seasonality in dynamic stochastic block models.
Proceedings of the International Conference on Web Intelligence, 2017

Explaining Trained Neural Networks with Semantic Web Technologies: First Steps.
Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017

A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

EmojiNet: An Open Service and API for Emoji Sense Discovery.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Realistic Traffic Generation for Web Robots.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

What Does Explainable AI Really Mean? A New Conceptualization of Perspectives.
Proceedings of the First International Workshop on Comprehensibility and Explanation in AI and ML 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016
An integrated method for real time and offline web robot detection.
Expert Syst. J. Knowl. Eng., 2016

Word Embeddings to Enhance Twitter Gang Member Profile Identification.
CoRR, 2016

Social media enabled human sensing for smart cities.
AI Commun., 2016

EmojiNet: Building a Machine Readable Sense Inventory for Emoji.
Proceedings of the Social Informatics - 8th International Conference, 2016

Measuring the users and conversations of a vibrant online emotional support system.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Finding street gang members on Twitter.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Propagation Models and Analysis for Mobile Phone Data Analytics.
Proceedings of the Propagation Phenomena in Real World Networks, 2015

On the discovery of social roles in large scale social systems.
Soc. Netw. Anal. Min., 2015

Request type prediction for Web robot and Internet of Things traffic.
PeerJ Prepr., 2015

Operationalizing Central Place Theory and Central Flow Theory with mobile phone data.
PeerJ Prepr., 2015

Teaching the Foundations of Data Science: An Interdisciplinary Approach.
CoRR, 2015

WAMINet: An Open Source Library for Dynamic Geospace Analysis Using WAMI.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Analyzing the social media footprint of street gangs.
Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

Understanding social effects in online networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2015

Entity Recommendations Using Hierarchical Knowledge Bases.
Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), 2015

Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Discovering Perceptions in Online Social Media: A Probabilistic Approach.
Int. J. Softw. Eng. Knowl. Eng., 2014

Triad-Based Role Discovery for Large Social Systems.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Accurate Local Estimation of Geo-Coordinates for Social Media Posts.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Data Analytics for Power Utility Storm Planning.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

2013
Prediction of Subscriber Churn Using Social Network Analysis.
Bell Labs Tech. J., 2013

Understanding Common Perceptions from Online Social Media.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Triads, transitivity, and social effects in user interactions on Facebook.
Proceedings of the Fifth International Conference on Computational Aspects of Social Networks, 2013

A comparison of web robot and human requests.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Human sensing for smart cities.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
A classification framework for web robots.
J. Assoc. Inf. Sci. Technol., 2012

How Social Network APIs Have Ended the Age of Privacy.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

The Importance of Outlier Relationships in Mobile Call Graphs.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Detecting Web Robots Using Resource Request Patterns.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011
Web robot detection techniques: overview and limitations.
Data Min. Knowl. Discov., 2011

Architecture-based Reliability Analysis With Uncertain Parameters.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

2010
Searching for Heavy Tails in Web Robot Traffic.
Proceedings of the QEST 2010, 2010

Cost-Based Optimization of Buffer Size in M/G/1/N Systems under Different Service-Time Distributions.
Proceedings of The Ninth IEEE International Symposium on Networking Computing and Applications, 2010

2009
Classifying Web Robots by K-means Clustering.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

2008
Discovering New Trends in Web Robot Traffic Through Functional Classification.
Proceedings of The Seventh IEEE International Symposium on Networking Computing and Applications, 2008


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