Publications
This section contains publications published by ISI over the past several decades.
2024
Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification
Tamoghna Chattopadhyay, Neha Ann Joshy, Chirag Jagad, Emma J Gleave, Sophia I Thomopoulos, Yixue Feng, Julio E Villalón-Reina, Emily Laltoo, Himanshu Joshi, Ganesan Venkatasubramanian, John P John, Greg Ver Steeg, Jose Luis Ambite, Paul M Thompson
2024 20th International Symposium on Medical Information Processing and …, 2024
Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer’s disease, mild cognitive impairment, and healthy aging, from T1-weighted brain …
Tamoghna Chattopadhyay, Saket S Ozarkar, Ketaki Buwa, Neha Ann Joshy, Dheeraj Komandur, Jayati Naik, Sophia I Thomopoulos, Greg Ver Steeg, Jose Luis Ambite, Paul M Thompson
Frontiers in Neuroscience 18, 1387196, 2024
Task-Agnostic Federated Learning
Zhengtao Yao, Hong Nguyen, Ajitesh Srivastava, Jose Luis Ambite
arXiv preprint arXiv:2406.17235, 2024
Auditing Exposure Bias on Social Media for a Healthier Online Discourse
Nathan Bartley, Keith Burghardt, Kristina Lerman
Workshop Proceedings of the 18th International AAAI Conference on Web and …, 2024
CHATTER: A Character Attribution Dataset for Narrative Understanding
Sabyasachee Baruah, Shrikanth Narayanan
arXiv preprint arXiv:2411.05227, 2024
Synthetic Data Generation for Machine Learning Models with Cognitive Agent
Jim Blythe
Advances in Practical Applications of Agents, Multi-agent Systems, and …, 2024
Separating Style from Substance: Enhancing Cross-Genre Authorship Attribution through Data Selection and Presentation
Steven Fincke, Elizabeth Boschee
arXiv preprint arXiv:2408.05192, 2024
Granting GPT-4 License and Opportunity: Enhancing Accuracy and Confidence Estimation for Few-Shot Event Detection
Steven Fincke, Adrien Bibal, Elizabeth Boschee
arXiv preprint arXiv:2408.00914, 2024
CAVE: Controllable Authorship Verification Explanations
Sahana Ramnath, Kartik Pandey, Elizabeth Boschee, Xiang Ren
arXiv preprint arXiv:2406.16672, 2024
Do users adopt extremist beliefs from exposure to hate subreddits?
Matheus Schmitz, Goran Muric, Daniel Hickey, Keith Burghardt
Social Network Analysis and Mining 14 (1), 22, 2024
Through Agent-Based Simulations
Nathan Bartley, Keith Burghardt
ADVANCES IN BIAS AND FAIRNESS IN INFORMATION RETRIEVAL: 5th, 64, 2024
Minimizing die fracture in 3DIC die integration
Jaime Bravo, Philippe Morey-Chaisemartin, Eric Beisser, Frederic Brault, Joshua Zusman, Jimmy Lefevre, Lifu Chang
Journal of Micro/Nanopatterning, Materials, and Metrology 23 (1), 011003-011003, 2024
A Study of Firm-Switching of Inventors in Big Tech Using Public Patent Data
Yidan Sun, Mayank Kejriwal
Social Network Analysis and Mining Applications in Healthcare and Anomaly …, 2024
Imposing constraints on driver hamiltonians and mixing operators: From theory to practical implementation
Hannes Leipold, Federico M Spedalieri, Stuart Hadfield, Eleanor Rieffel
arXiv preprint arXiv:2407.01975, 2024
Constrained quadratic model for optimizing join orders
Pranshi Saxena, Ibrahim Sabek, Federico Spedalieri
Proceedings of the 1st Workshop on Quantum Computing and Quantum-Inspired …, 2024
Ebb and Flow: Implications of ISP Address Dynamics
Guillermo Baltra, Xiao Song, John Heidemann
International Conference on Passive and Active Network Measurement, 132-149, 2024
The generalization and robustness of transformer-based language models on commonsense reasoning
Ke Shen
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23419 …, 2024
A Tool for Distributed Collaborative Causal Discovery
Alexey Tregubov, Jeremy Abramson, Stephen Schwab, Jim Blythe
International Conference on Social Computing, Behavioral-Cultural Modeling …, 2024
Creating Thriving Data-Centric Communities from Basic Research to Commercial Applications
Robert Schuler, Carl Kesselman
2024 IEEE 20th International Conference on e-Science (e-Science), 1-3, 2024
Speechworthy Instruction-tuned Language Models
Hyundong Cho, Nicolaas Jedema, Leonardo FR Ribeiro, Karishma Sharma, Pedro Szekely, Alessandro Moschitti, Ruben Janssen, Jonathan May
EMNLP 2024, 2024