| 2024 | Edge-DIRECT: A Deep Reinforcement Learning-based Method for Solving Heterogeneous Electric Vehicle Routing Problem with Time Window Constraints. | Arash Mozhdehi, Mahdi Mohammadizadeh, Xin Wang |
| 2024 | Robust Reinforcement Learning for Linear Temporal Logic Specifications with Finite Trajectory Duration. | Soroush Mortazavi Moghaddam, Yash Vardhan Pant, Sebastian Fischmeister |
| 2024 | Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. | Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, Hung Cao |
| 2024 | BankGAN: A Generative Model for Synthetic Financial Transactions. | Hamideh Mehri, John Hawkin, Kyle L. Nickerson, Alexander Bihlo, Farzaneh Shoeleh |
| 2024 | Towards a Definition of Primary Cause in Hybrid Dynamic Domains. | Asim Mehmood, Shakil M. Khan |
| 2024 | Stochastic Grouping and Subspace-Based Initialization in Decomposition and Merging Cooperative Particle Swarm Optimization for Large-Scale Optimization Problems. | Zachary McGovarin, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman |
| 2024 | Designing for Fairness in Higher Education Early Warning Systems. | Kelly McConvey, Shion Guha |
| 2024 | Enhancing Food Price Forecasts in Canada: An Integration of Expert-Driven Covariates and Advanced ML Approaches. | Kristina L. Kupferschmidt, Cody Kupferschmidt |
| 2024 | Progressively Growing Generative Adversarial Network Based Auto-encoder for MRI Image Inpainting. | Farnaz Kheiri, Hamid Esmaeili Najafabadi, Shahryar Rahnamayan |
| 2024 | Automated Debugging of Deep Text Classifiers. | Shamir Towsif Khandaker, Aminul Islam, Gabriel Trahan |
| 2024 | SuperiorLoss: An Intuitive Loss Function for Robust Curriculum Learning. | Shamir Towsif Khandaker, Aminul Islam, Gabriel Trahan |
| 2024 | Automated offense Prioritization for SIEM using Probabilistic Machine Learning Models. | Md. Asif Khan, Akramul Azim, Farzaneh Abazari, Frank Eargle, Jeff Gardiner |
| 2024 | Alcohol Use Estimators within the Canadian Population using Deep Learning on Social Media Data. | Doaa Ibrahim, Diana Inkpen, Hussein Al Osman |
| 2024 | Guided AbsoluteGrad: Magnitude of Gradients Matters to Explanation's Localization and Saliency. | Jun Huang, Yan Liu |
| 2024 | Advanced Deep Regression Models for Oil Production Forecast. | Siavash Hosseini, Thangarajah Akilan, Basit Rafiq |
| 2024 | Automatic Reduction of Execution Trace Data Volume Using Gradient Boosting in Large-Scale Microservice Systems. | Amir Haghshenas, Naser Ezzati-Jivan, Michel R. Dagenais |
| 2024 | BioScan-CLIP: Contrastive Learning for Aligning Biological Images and DNA Sequences. | ZeMing Gong, Austin T. Wang |
| 2024 | An Attention-Based Parallel Hybrid Prediction Model for Intersection Level Turning Movement Forecasting. | Yancheng Gong, Chunhao Liu, Ce Zhang, Liping Fu, Hao Wei, Guangyuan Pan |
| 2024 | Generative Adversarial Network: Use of Non-IID Samples. | Dhiraj Golhar, Ninad Joshi, M. V. Joshi |
| 2024 | Genetic Algorithm and Loading Strategy for the Dynamic Vehicle Routing Problem with Simultaneous Pickup and Delivery. | Ethan Gibbons, Alexander Bailey, Beatrice M. Ombuki-Berman |
| 2024 | Toward a Model of Associative Memory via Predictive Coding. | Ehsan Ganjidoost, Jeff Orchard |
| 2024 | GPU Job Scheduler with Deep Reinforcement Learning. | Junjie Deng, Aijun An, Hajer Ayadi, Yiming Shao, Hossein Pourmodheji, Hao Zhou, Michael Feiman |
| 2024 | GCE: Confidence Calibration Error for Improved Trustworthiness of Graph Neural Networks. | Hirad Daneshvar, Reza Samavi |
| 2024 | Evaluating gender bias in Wikipedia using document embeddings. | Mir Saeed Damadi, Alan Davoust |
| 2024 | Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews). | Shih-Han Chou, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, Cheng Zhang |