| 2021 | Encoding Dependency Information inside Tree Transformer. | Mahtab Ahmed, Robert E. Mercer |
| 2021 | Machine learning and artificial neural networks for improved algorithmic design of nanophotonic structures. | Didulani Acharige, Eric Johlin |
| 2020 | Adversarial Models for Deterministic Finite Automata. | Kaixuan Zhang, Qinglong Wang, C. Lee Giles |
| 2020 | A Deeper Look at Bongard Problems. | Xinyu Yun, Tanner A. Bohn, Charles X. Ling |
| 2020 | Towards Analyzing the Sentiments in the Fields of Automobiles and Real-Estates with Specific Focus on Arabic Online Reviews. | Ayman Yafoz |
| 2020 | Lexical Data Augmentation for Text Classification in Deep Learning. | Rong Xiang, Emmanuele Chersoni, Yunfei Long, Qin Lu, Chu-Ren Huang |
| 2020 | A Scheme for Generating a Dataset for Anomalous Activity Detection in IoT Networks. | Imtiaz Ullah, Qusay H. Mahmoud |
| 2020 | Predicting Aggressive Responsive Behaviour Among People with Dementia. | Maryam Tajeddin |
| 2020 | Improving Classification Using Topic Correlation and Expectation Propagation. | Xavier Sumba, Nizar Bouguila |
| 2020 | Amalgamated Models for Detecting Duplicate Bug Reports. | Sukhjit Singh Sehra, Tamer Abdou, Ayse Basar, Sumeet Kaur Sehra |
| 2020 | RideSafe: Detecting Sexual Harassment in Rideshares. | Shikhar Sakhuja, Robin Cohen |
| 2020 | Investigating Citation Linkage as a Sentence Similarity Measurement Task Using Deep Learning. | Sudipta Singha Roy, Robert E. Mercer, Felipe Urra |
| 2020 | Mixing ICI and CSI Models for More Efficient Probabilistic Inference. | Michael Roher, Yang Xiang |
| 2020 | Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. | Lucas May Petry, Amlcar Soares Jnior, Vania Bogorny, Bruno Brandoli, Stan Matwin |
| 2020 | Vehicle Traffic Estimation Using Weather and Calendar Data. | Meetkumar Patel |
| 2020 | Personalized Multi-Faceted Trust Modeling in Social Networks. | Alexandre Parmentier, Robin Cohen |
| 2020 | Happiness Analysis with Fisher Information of Dirichlet-Multinomial Mixture Model. | Fatma Najar, Nizar Bouguila |
| 2020 | Adapting Ensemble Neural Networks to Clinical Prediction in High-Dimensional Settings. | Simon de Montigny, Philippe Brot |
| 2020 | Using Topic Modelling to Improve Prediction of Financial Report Commentary Classes. | Karim El Mokhtari, Mucahit Cevik, Ayse Basar |
| 2020 | Classification of Rare Recipes Requires Linguistic Features as Special Ingredients. | Elham Mohammadi, Nada Naji, Louis Marceau, Marc Queudot, Eric Charton, Leila Kosseim, Marie-Jean Meurs |
| 2020 | Similarity Matching of Temporal Event-Interval Sequences. | S. Mohammad Mirbagheri, Howard J. Hamilton |
| 2020 | An Energy-Efficient Method with Dynamic GPS Sampling Rate for Transport Mode Detection and Trip Reconstruction. | Jonathan Milot, Jal Champagne Gareau, ric Beaudry |
| 2020 | Question-Worthy Sentence Selection for Question Generation. | Sedigheh Mahdavi, Aijun An, Heidar Davoudi, Marjan Delpisheh, Emad Gohari |
| 2020 | Exploring Deep Anomaly Detection Methods Based on Capsule Net. | Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li |
| 2020 | Machine Learning the Donor Journey. | Greg Lee, Ajith Kumar Veera Raghavan, Mark Hobbs |