| 2019 | Comparing Goodness of Fit of Preference Models. | Sawyer Welden, John A. Doucette |
| 2019 | Using Linguistic Context to Learn Folksonomies from Task-Oriented Dialogues. | Gregory Moro Puppi Wanderley, Emerson Cabrera Paraiso |
| 2019 | Learning Semantic Relationships from Medical Codes. | Phillip Wallis, Padideh Danaee |
| 2019 | Discovering Suspicious Patterns Using a Graph Based Approach. | Sirisha Velampalli, Lenin Mookiah, William Eberle |
| 2019 | A Novel Combining-Based Method of Pool Generation for Ensemble Regression Problems. | Robson D. A. Timoteo, Daniel C. Cunha, Paulo S. G. de Mattos Neto |
| 2019 | Semantic Labeling of English Texts with Ontological Categories Employing Recurrent Networks. | Roberta Caroline Rodrigues Silva, Alcione de Paiva Oliveira, Alexandra Moreira |
| 2019 | Generative NNI Transformation Strategies in Binary Trees Using Reinforcement Learning. | Shirin Shirvani, Manfred Huber |
| 2019 | Automatic Adaptation to Sensor Replacements. | Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock |
| 2019 | Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies. | Mahsa Shafaei, Adrin Pastor Lpez-Monroy, Thamar Solorio |
| 2019 | Hierarchical Classification With Bayesian Networks and Chained Classifiers. | Jonathan Serrano-Prez, Luis Enrique Sucar |
| 2019 | Opinion Spam Detection with Attention-Based Neural Networks. | Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim |
| 2019 | Identifying the Focus of Negation Using Discourse Structure. | Zahra Sarabi, Eduardo Blanco |
| 2019 | A Contextual-Based Framework for Opinion Formation. | Eugene Santos, Clement Nyanhongo |
| 2019 | On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum. | Walid S. Saba |
| 2019 | Explaining Reward Functions in Markov Decision Processes. | Jacob Russell, Eugene Santos |
| 2019 | Biologically Extending the Gen 2 ANN Model. | Jesse Roberts, Douglas A. Talbert |
| 2019 | Expanding Controllability of Hybrid Recommender Systems: From Positive to Negative Relevance. | Behnam Rahdari, Chun-Hua Tsai, Peter Brusilovsky |
| 2019 | Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention. | Bharat Prakash, Mohit Khatwani, Nicholas R. Waytowich, Tinoosh Mohsenin |
| 2019 | Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning. | Luigi Portinale |
| 2019 | Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. | Diana Nicoleta Popa, Julien Perez, James Henderson, ric Gaussier |
| 2019 | Linear Time and Space Algorithm for Computing all the Fagin-Halpern Conditional Beliefs Generated From Consonant Belief Functions. | Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi |
| 2019 | Eliminating Sycophants to Improve Authorship Attribution. | Ivan Petrovic, Smiljana Petrovic, Ileana Palesi, Anthony J. Calise |
| 2019 | Dynamic Action Selection in OpenAI Using Spiking Neural Networks. | Chad Peters, Terrence C. Stewart, Robert L. West, Babak Esfandiari |
| 2019 | Detecting the Onset of a Network Layer DoS Attack with a Graph-Based Approach. | Ramesh Paudel, Peter Harlan, William Eberle |
| 2019 | Productive and Profitable Cluster Hire. | Parth Patel, Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar |