Dustin Arendt - RankMe

37 papers A* 1A 5C 3Journal 18Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Comparing explanations in RL. Neural Comput. Appl. Brittany Davis Pierson, Dustin Arendt, John Miller, Matthew E. Taylor
2024	J	`jnl`	Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows. CoRR Grace Guo, Dustin Arendt, Alex Endert
2024	J	`jnl`	HyperNetX: A Python package for modeling complex network data as hypergraphs. J. Open Source Softw. Brenda Praggastis, Sinan G. Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
2023	J	`jnl`	Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods. Comput. Math. Organ. Theory Svitlana Volkova, Dustin Arendt, Emily Saldanha, Maria Glenski, Ellyn Ayton, Joseph Cottam, Sinan G. Aksoy, Brett A. Jefferson, Karthnik Shrivaram
2023	J	`jnl`	HyperNetX: A Python package for modeling complex network data as hypergraphs. CoRR Brenda Praggastis, Sinan G. Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
2021	—	`conf`	Evaluating Deception Detection Model Robustness To Linguistic Variation. SocialNLP@NAACL Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
2021	J	`jnl`	Evaluating Deception Detection Model Robustness To Linguistic Variation. CoRR Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
2021	A	`conf`	Evaluating Neural Model Robustness for Machine Comprehension. EACL Winston Wu, Dustin Arendt, Svitlana Volkova
2021	—	`conf`	Improving Synonym Recommendation Using Sentence Context. SustaiNLP@EMNLP Maria Glenski, William Sealy, Kate Miller, Dustin Arendt
2021	J	`jnl`	Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages. CoRR Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
2021	—	`conf`	VAINE: Visualization and AI for Natural Experiments. IEEE VIS (Short Papers) Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
2021	J	`jnl`	VAINE: Visualization and AI for Natural Experiments. CoRR Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
2020	J	`jnl`	CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation. CoRR Dustin Arendt, Zhuanyi Huang, Prasha Shrestha, Ellyn Ayton, Maria Glenski, Svitlana Volkova
2020	J	`jnl`	Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks. CoRR Winston Wu, Dustin Arendt, Svitlana Volkova
2020	C	`conf`	Hypergraph Analytics of Domain Name System Relationships. WAW Cliff A. Joslyn, Sinan G. Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski
2020	J	`jnl`	Measure Utility, Gain Trust: Practical Advice for XAI Researcher. CoRR Brittany Davis Pierson, Maria Glenski, William Sealy, Dustin Arendt
2019	C	`ed.`	16th IEEE Symposium on Visualization for Cyber Security, VizSec 2019, Vancouver, BC, Canada, October 23, 2019 VizSEC Robert Gove, Dustin Arendt, Jörn Kohlhammer, Marco Angelini, Celeste Lyn Paul, Chris Bryan, Sean McKenna, Nicolas Prigent, Parnian Najafi, Awalin Sopan
2019	A	`conf`	Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior. CIKM Prasha Shrestha, Suraj Maharjan, Dustin Arendt, Svitlana Volkova
2019	A	`conf`	Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation. IUI Dustin Arendt, Emily Saldanha, Ryan Wesslen, Svitlana Volkova, Wenwen Dou
2018	A	`conf`	Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics. ICWSM Alireza Karduni, Ryan Wesslen, Sashank Santhanam, Isaac Cho, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
2018	A*	`conf`	Interactive Machine Learning at Scale With CHISSL. AAAI Dustin Arendt, Emily Grace, Svitlana Volkova
2018	J	`jnl`	Vulnerable to Misinformation? Verifi! CoRR Alireza Karduni, Isaac Cho, Ryan Wesslen, Sashank Santhanam, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
2017	—	`conf`	CHISSL: A Human-Machine Collaboration Space for Unsupervised Learning. HCI (14) Dustin Arendt, Caner Komurlu, Leslie M. Blaha
2017	—	`conf`	ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media. ACL (System Demonstrations) Dustin Arendt, Svitlana Volkova
2017	J	`jnl`	Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models. CoRR Maria Glenski, Ellyn Ayton, Dustin Arendt, Svitlana Volkova
2017	—	`conf`	Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams. Rep4NLP@ACL Lawrence Phillips, Kyle Shaffer, Dustin Arendt, Nathan Oken Hodas, Svitlana Volkova
2017	A	`conf`	Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network. ICWSM Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova
2017	J	`jnl`	Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network. CoRR Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova
2017	—	`conf`	The "y" of it Matters, Even for Storyline Visualization. VAST Dustin Arendt, Meg Pirrung
2017	J	`jnl`	Understanding Cognitive Depletion in Novice NMR Analysts. CoRR Lyndsey Franklin, Kyungsik Han, Zhuanyi Huang, Dustin Arendt, Nathan Oken Hodas
2016	—	`conf`	Contrasting Public Opinion Dynamics and Emotional Response During Crisis. SocInfo (1) Svitlana Volkova, Ilia Chetviorkin, Dustin Arendt, Benjamin Van Durme
2016	C	`conf`	CyberPetri at CDX 2016: Real-time network situation awareness. VizSEC Dustin Arendt, Daniel M. Best, Russ Burtner, Celeste Lyn Paul
2016	—	`conf`	Storyline visualizations of eye tracking of movie viewing. ETVIS J. Timothy Balint, Dustin Arendt, Leslie M. Blaha
2015	J	`jnl`	Opinions, influence, and zealotry: a computational study on stubbornness. Comput. Math. Organ. Theory Dustin Arendt, Leslie M. Blaha
2014	—	`conf`	More bang for your research buck: toward recommender systems for visual analytics. BELIV Leslie M. Blaha, Dustin Arendt, Fairul Mohd-Zaid
2012	J	`jnl`	Effective GPU Acceleration of Large Scale, Asynchronous Simulations on Graphs. Adv. Complex Syst. Dustin Arendt, Yang Cao
2012	J	`jnl`	Evolutionary motifs for the Automated Discovery of Self-Organizing dimer Automata. Adv. Complex Syst. Dustin Arendt, Yang Cao