| 2018 | Software Defect Prediction from Code Quality Measurements via Machine Learning. | Ross MacDonald |
| 2018 | Text-Based Detection of Unauthorized Users of Social Media Accounts. | Milton King, Dima Alhadidi, Paul Cook |
| 2018 | A Multiagent Framework for Understanding Addiction. | Wasif Khan, Robin Cohen |
| 2018 | Topic Detection and Document Similarity on Financial News. | Saeede Sadat Asadi Kakhki, Can Kavaklioglu, Ayse Bener |
| 2018 | N-Gram Based Approach for Automatic Prediction of Essay Rubric Marks. | Magdalena Jankowska, Colin Conrad, Jabez Harris, Vlado Keselj |
| 2018 | Reranking Candidate Lists for Improved Lexical Induction. | Laurent Jakubina, Philippe Langlais |
| 2018 | Motor Bearing Fault Diagnosis Using Deep Convolutional Neural Networks with 2D Analysis of Vibration Signal. | M. M. Manjurul Islam, Jong-Myon Kim |
| 2018 | Advice-Based Exploration in Model-Based Reinforcement Learning. | Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith |
| 2018 | Learning Belief Revision Operators. | Aaron Hunter |
| 2018 | Real-Time Deep Learning Pedestrians Classification on a Micro-Controller. | Zhaoyang Huang |
| 2018 | A Novel Evaluation Methodology for Assessing Off-Policy Learning Methods in Contextual Bandits. | Negar Hassanpour, Russell Greiner |
| 2018 | Predicting Transportation Modes of GPS Trajectories Using Feature Engineering and Noise Removal. | Mohammad Etemad, Amlcar Soares Jnior, Stan Matwin |
| 2018 | An Incremental Machine Learning Algorithm for Nuclear Forensics. | Chris Drummond |
| 2018 | Mobile App for Detection of Counterfeit Banknotes. | Tamarafinide V. Dittimi, Ching Y. Suen |
| 2018 | Learning with Prior Domain Knowledge and Insufficient Annotated Data. | Matthew C. Dirks |
| 2018 | Constrained Bayesian Optimization for Problems with Piece-wise Smooth Constraints. | Aliakbar Gorji Daronkolaei, Amir Hajian, Tonya Custis |
| 2018 | A Sentence-Level Sparse Gamma Topic Model for Sentiment Analysis. | Tao Chen, Jeffrey Parsons |
| 2018 | Synthesizing Controllers: On the Correspondence Between LTL Synthesis and Non-deterministic Planning. | Alberto Camacho, Jorge A. Baier, Christian J. Muise, Sheila A. McIlraith |
| 2018 | Analysis of Social Media Posts for Early Detection of Mental Health Conditions. | Antoine Briand, Hayda Almeida, Marie-Jean Meurs |
| 2018 | Solving Constraint Satisfaction Problems Using Firefly Algorithms. | Mahdi Bidar, Malek Mouhoub, Samira Sadaoui, Mohsen Bidar |
| 2018 | Infusing Domain Knowledge to Improve the Detection of Alzheimer's Disease from Everyday Motion Behaviour. | Chao Bian, Shehroz S. Khan, Alex Mihailidis |
| 2018 | Optimal Scheduling for Smart Charging of Electric Vehicles Using Dynamic Programming. | Karol Lina Lpez Bedoya, Christian Gagn |
| 2018 | Predicting Crime Using Spatial Features. | Fateha Khanam Bappee, Amlcar Soares Jnior, Stan Matwin |
| 2018 | Towards a Comprehensive Evaluation of Recommenders: A Cognition-Based Approach. | Alaa Alslaity, Thomas Tran |
| 2018 | A Unified Evaluation Framework for Recommenders. | Alaa Alslaity |