| 2019 | Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace Learning. | Benyamin Ghojogh, Mark Crowley |
| 2019 | A Machine Learning Method for Nipple-Areola Complex Localization for Chest Masculinization Surgery. | Mohammad Ghodratigohar, Kevin Cheung, Natalie Baddour, Hussein Al Osman |
| 2019 | Maize Insects Classification Through Endoscopic Video Analysis. | Andr R. de Geus, Marcos Aurlio Batista, Marcos N. Rabelo, Clia A. Z. Barcelos, Srgio F. da Silva |
| 2019 | Lifted Temporal Maximum Expected Utility. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | Uncertain Evidence for Probabilistic Relational Models. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | Fully End-To-End Super-Resolved Bone Age Estimation. | Mohammed Gasmallah, Farhana H. Zulkernine, Franois Rivest, Parvin Mousavi, Alireza Sedghi |
| 2019 | Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks. | Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne |
| 2019 | SALSA-TEXT: Self Attentive Latent Space Based Adversarial Text Generation. | Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh |
| 2019 | Name2Vec: Personal Names Embeddings. | Jrmy Foxcroft, Adrian d'Alessandro, Luiza Antonie |
| 2019 | DeepAnom: An Ensemble Deep Framework for Anomaly Detection in System Processes. | Okwudili M. Ezeme, Michael Lescisin, Qusay H. Mahmoud, Akramul Azim |
| 2019 | Applications of Feature Selection Techniques on Large Biomedical Datasets. | Nicolas Ewen, Tamer Abdou, Ayse Bener |
| 2019 | Options in Multi-task Reinforcement Learning - Transfer via Reflection. | Nicholas Denis, Maia Fraser |
| 2019 | Toward a Conceptual Framework for Understanding AI Action and Legal Reaction. | Raheena Dahya, Alexis Morris |
| 2019 | Crowd Prediction Under Uncertainty. | Luis Da Costa, Jean-Franois Rajotte |
| 2019 | Unsupervised Sentiment Analysis of Objective Texts. | Qufei Chen, Marina Sokolova |
| 2019 | Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment. | Jrmy Charlier, Radu State, Jean Hilger |
| 2019 | Exploiting Symmetry of Independence in d-Separation. | Cory J. Butz, Andr E. dos Santos, Jhonatan de S. Oliveira, Anders L. Madsen |
| 2019 | The Invisible Power of Fairness. How Machine Learning Shapes Democracy. | Elena Beretta, Antonio Santangelo, Bruno Lepri, Antonio Vetr, Juan Carlos De Martin |
| 2019 | Hybrid Temporal Situation Calculus. | Vitaliy Batusov, Giuseppe De Giacomo, Mikhail Soutchanski |
| 2019 | Weighting Words Using Bi-Normal Separation for Text Classification Tasks with Multiple Classes. | Jean-Thomas Baillargeon, Luc Lamontagne, tienne Marceau |
| 2019 | Memory-Efficient Backpropagation for Recurrent Neural Networks. | Issa Ayoub, Hussein Al Osman |
| 2019 | A Behavior-Based Proactive User Authentication Model Utilizing Mobile Application Usage Patterns. | Yosef Ashibani, Qusay H. Mahmoud |
| 2019 | A Generic Evolutionary Algorithm for Efficient Multi-Robot Task Allocations. | Muhammad Usman Arif |
| 2019 | Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data. | Farzana Anowar, Samira Sadaoui |
| 2019 | Semantic Roles: Towards Rhetorical Moves in Writing About Experimental Procedures. | Mohammed Alliheedi, Robert E. Mercer |