Dustin Arendt

According to our database1, Dustin Arendt authored at least 43 papers between 2006 and 2024.

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Bibliography

2024
Comparing explanations in RL.
Neural Comput. Appl., January, 2024

2023
Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods.
Comput. Math. Organ. Theory, March, 2023

HyperNetX: A Python package for modeling complex network data as hypergraphs.
CoRR, 2023

2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages.
CoRR, 2021

VAINE: Visualization and AI for Natural Experiments.
Proceedings of the 2021 IEEE Visualization Conference, 2021

Improving Synonym Recommendation Using Sentence Context.
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

Evaluating Neural Model Robustness for Machine Comprehension.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Evaluating Deception Detection Model Robustness To Linguistic Variation.
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021

2020
Measure Utility, Gain Trust: Practical Advice for XAI Researcher.
CoRR, 2020

Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks.
CoRR, 2020

CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation.
CoRR, 2020

Hypergraph Analytics of Domain Name System Relationships.
Proceedings of the Algorithms and Models for the Web Graph - 17th International Workshop, 2020

How do visual explanations foster end users' appropriate trust in machine learning?
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Parallel embeddings: a visualization technique for contrasting learned representations.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

2019
Jaccard Filtration and Stable Paths in the Mapper.
CoRR, 2019

ReLVis: Visual Analytics for Situational Awareness During Reinforcement Learning Experimentation.
Proceedings of the 21st Eurographics Conference on Visualization, 2019

Vulnerable to misinformation?: Verifi!
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Explaining Multimodal Deceptive News Prediction Models.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Human Factors in Streaming Data Analysis: Challenges and Opportunities for Information Visualization.
Comput. Graph. Forum, 2018

Crush Your Data with ViC<sup>2</sup>ES Then CHISSL Away.
Proceedings of the 15th IEEE Symposium on Visualization for Cyber Security, 2018

Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Interactive Machine Learning at Scale With CHISSL.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models.
CoRR, 2017

Understanding Cognitive Depletion in Novice NMR Analysts.
CoRR, 2017

Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams.
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

The "y" of it Matters, Even for Storyline Visualization.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

CHISSL: A Human-Machine Collaboration Space for Unsupervised Learning.
Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017

ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
CyberPetri at CDX 2016: Real-time network situation awareness.
Proceedings of the 13th IEEE Symposium on Visualization for Cyber Security, 2016

Contrasting Public Opinion Dynamics and Emotional Response During Crisis.
Proceedings of the Social Informatics - 8th International Conference, 2016

Storyline visualizations of eye tracking of movie viewing.
Proceedings of the 2016 IEEE Second Workshop on Eye Tracking and Visualization, 2016

2015
Opinions, influence, and zealotry: a computational study on stubbornness.
Comput. Math. Organ. Theory, 2015

Ocelot: user-centered design of a decision support visualization for network quarantine.
Proceedings of the 12th IEEE Symposium on Visualization for Cyber Security, 2015

SVEN: An Alternative Storyline Framework for Dynamic Graph Visualization.
Proceedings of the Graph Drawing and Network Visualization - 23rd International Symposium, 2015

2014
SVEN: Informative Visual Representation of Complex Dynamic Structure.
CoRR, 2014

More bang for your research buck: toward recommender systems for visual analytics.
Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization, 2014

2012
In Search of Self-Organization.
PhD thesis, 2012

Evolutionary motifs for the Automated Discovery of Self-Organizing dimer Automata.
Adv. Complex Syst., 2012

Effective GPU Acceleration of Large Scale, Asynchronous Simulations on Graphs.
Adv. Complex Syst., 2012

2006
An Effective Anytime Anywhere Parallel Approach for Centrality Measurements in Social Network Analysis.
Proceedings of the IEEE International Conference on Systems, 2006


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