| 2021 | Learning from low precision samples. | Ji In Choi, Madeleine Georges, Jung Ah Shin, Olivia Wang, Tiffany Zhu, Tapan Shah |
| 2021 | Agile Tasking of Robotic Systems with Explicit Autonomy. | Rafael C. Cardoso, John L. Michaloski, Craig Schlenoff, Angelo Ferrando, Louise A. Dennis, Michael Fisher |
| 2021 | A Study on Multiple Tasks for e-Commerce Marketplaces. | Cristian Cardellino, Rafael Carrascosa |
| 2021 | The Uncertainty of Counterfactuals in Deep Learning. | Katherine E. Brown, Douglas A. Talbert, Steve Talbert |
| 2021 | De-identification of Emergency Medical Records in French: Survey and Comparison of State-of-the-Art Automated Systems. | Loick Bourdois, Marta Avalos, Gabrielle Chenais, Frantz Thiessard, Philippe Revel, Cdric Gil-Jardin, Emmanuel Lagarde |
| 2021 | Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. | Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila |
| 2021 | Expanding the Reach of Structured EHR Data with Clinical Notes Improving End-of-Life Prediction. | Seda Bilaloglu, Vincent J. Major, Himanshu Grover, Isabel Metzger, Yindalon Aphinyanaphongs |
| 2021 | Predicting with Confidence: A Case-Based Reasoning Framework for Predicting Survival in Breast Cancer. | Isabelle Bichindaritz, Christopher L. Bartlett, Guanghui Liu |
| 2021 | Selection Strategies for Inductive Reasoning From Conditional Belief Bases and for Belief Change Respecting the Principle of Conditional Preservation. | Christoph Beierle, Gabriele Kern-Isberner |
| 2021 | A Complete Map of Conditional Knowledge Bases in Different Normal Forms and Their Induced System P Inference Relations Over Small Signatures. | Christoph Beierle, Jonas Haldimann, Steven Kutsch |
| 2021 | Measuring Outcomes in Healthcare Economics using Artificial Intelligence: with Application to Resource Allocation. | Feras A. Batarseh, Chih-Hao Huang |
| 2021 | Colored Multi-Agent Path Finding: Solving Approaches. | Roman Bartk, Marika Ivanov, Jir Svancara |
| 2021 | Domain Model Discovery from Textbooks for Computer Programming Intelligent Tutors. | Rabin Banjade, Priti Oli, Lasang Jimba Tamang, Jeevan Chapagain, Vasile Rus |
| 2021 | TSAL: Two steps Adversarial learning based domain adaptation. | Haidi Badr, Nayer M. Wanas, Magda B. Fayek |
| 2021 | Technology Policy Recommendations Using Artificial Intelligence. | Ashita Anuga, Minh Nguyen, Dominick Perini, Andrei Svetovidov, Amanda Tolman, Qasim Wani, Feras A. Batarseh |
| 2021 | MSAP: Multi-Step Adversarial Perturbations on Recommender Systems Embeddings. | Vito Walter Anelli, Alejandro Bellogn, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra |
| 2021 | Toward a Competitive Agent Framework for Magic: The Gathering. | Chris Alvin, Michael Bowling, Shaelyn Rivers-Green, Deric Siglin, Lori Alvin |
| 2021 | Ensemble-based Semi-Supervised Learning for Hate Speech Detection. | Safa Alsafari, Samira Sadaoui |
| 2021 | Use of Paraconsistent Feature Engineering to support the Long Term Feature choice for Speaker Verification. | Alex Marino Gonalves de Almeida, Claudineia Helena Recco, Rodrigo Capobianco Guido |
| 2021 | Entropy-based Variational Learning of Finite Inverted Beta-Liouville Mixture Model. | Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Manar Amayri, Wentao Fan |
| 2021 | An Exploration On-demand Article Recommender System for Cancer Patients Information Provisioning. | Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far |
| 2021 | Reconstruction of Total Solar Irradiance by Deep Learning. | Yasser Abduallah, Jason T. L. Wang, Yucong Shen, Khalid A. Alobaid, Serena Criscuoli, Haimin Wang |
| 2021 | Critique Generation to Increase Diversity in Conversational Recipe Recommender System. | Fakhri Abbas, Nadia Najjar, David C. Wilson |
| 2021 | 3M: Multi-style image caption generation using Multi-modality features under Multi-UPDOWN model. | Chengxi Li, Brent Harrison |
| 2021 | Competence region estimation for black-box surrogate models. | Tapan Shah |