| 2019 | Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. | Abder-Rahman Ali, Jingpeng Li, Thomas Trappenberg |
| 2019 | Automatically Learning a Human-Resource Ontology from Professional Social-Network Data. | David Alfonso-Hermelo, Philippe Langlais, Ludovic Bourg |
| 2019 | Lexicographic Preference Trees with Hard Constraints. | Sultan Ahmed, Malek Mouhoub |
| 2019 | Efficient Transformer-Based Sentence Encoding for Sentence Pair Modelling. | Mahtab Ahmed, Robert E. Mercer |
| 2019 | Towards Causal Analysis of Protocol Violations. | Shakil M. Khan, Mikhail Soutchanski |
| 2018 | MML-Based Approach for Determining the Number of Topics in EDCM Mixture Models. | Nuha Zamzami, Nizar Bouguila |
| 2018 | Deep Super Learner: A Deep Ensemble for Classification Problems. | Steven Young, Tamer Abdou, Ayse Bener |
| 2018 | Drug-Target Interaction Network Predictions for Drug Repurposing Using LASSO-Based Regularized Linear Classification Model. | Jiaying You, Md. Mohaiminul Islam, Liam Grenier, Qin Kuang, Robert D. McLeod, Pingzhao Hu |
| 2018 | Matching Rsums to Job Descriptions with Stacked Models. | Peng Xu, Denilson Barbosa |
| 2018 | De-Causalizing NAT-Modeled Bayesian Networks for Inference Efficiency. | Yang Xiang, Dylan Loker |
| 2018 | Compressing Bayesian Networks: Swarm-Based Descent, Efficiency, and Posterior Accuracy. | Yang Xiang, Benjamin Baird |
| 2018 | Logic-Based Benders Decomposition for Two-Stage Flexible Flow Shop Scheduling with Unrelated Parallel Machines. | Yingcong Tan, Daria Terekhov |
| 2018 | Automated Scheduling: Reinforcement Learning Approach to Algorithm Policy Learning. | Yingcong Tan |
| 2018 | Rule Mining and Prediction Using the Flek Machine - A New Machine Learning Engine. | Abbas Taher |
| 2018 | Decision Assist for Self-driving Cars. | Sriram Ganapathi Subramanian, Jaspreet Singh Sambee, Benyamin Ghojogh, Mark Crowley |
| 2018 | Combining MCTS and A3C for Prediction of Spatially Spreading Processes in Forest Wildfire Settings. | Sriram Ganapathi Subramanian, Mark Crowley |
| 2018 | Dimensionality Reduction and Visualization by Doubly Kernelized Unit Ball Embedding. | Behrouz Haji Soleimani, Stan Matwin |
| 2018 | An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem. | Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith |
| 2018 | MedFact: Towards Improving Veracity of Medical Information in Social Media Using Applied Machine Learning. | Hamman Samuel, Osmar R. Zaane |
| 2018 | A Tool for Defining and Simulating Storage Strategies on the Smart Grid. | Dan Russell, Aaron Hunter |
| 2018 | Accelerated Gradient and Block-Wise Gradient Methods for Big Data Factorization. | M. Reza Peyghami, Kevin Yang, Shengyuan Chen, Zijiang Yang, Masoud Ataei |
| 2018 | One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. | Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova |
| 2018 | Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations. | Ashwin Panchapakesan, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu |
| 2018 | Estimating Vineyard Grape Yield from Images. | Tanya Monga |
| 2018 | Early Detection of Alzheimer's Disease Using Deep Learning. | Laura McCrackin |