| 2024 | Learning from Uncertainty: Improving Churn Prediction using Conformal Confidence Intervals. | Yameng Guo, Seppe vanden Broucke |
| 2024 | Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV). | Aneesha Guna, Parth Ganeriwala, Siddhartha Bhattacharyya |
| 2024 | On the Performance and Robustness of Linear Model U-Trees in Mimic Learning. | Matthew Green, John W. Sheppard |
| 2024 | Applied Machine Learning for Surrogate Modeling: A Spatio-Temporal Approach. | Warren D. Graham, Leslie A. Horace, William M. Jones, Sean Tronsen, Sharmistha Chakrabarti, Vanessa Job, Nathan DeBardeleben |
| 2024 | Empathetic Reflective Response Generation: Towards Conversation Models for Online Mental Health Support. | Tootiya Giyahchi, Cornelia Pechmann, Ian Harris |
| 2024 | Clustered Federated Learning with Non-IID Data: Mitigating Accuracy Overestimates Through Hold-Out Model Selection and Evaluation. | Davoud Gholamiangonabadi, Katarina Grolinger |
| 2024 | Hierarchical Learning for Training Large-Scale Variational Quantum Circuits. | Hrant Gharibyan, Vincent Paul Su, Hayk Tepanyan |
| 2024 | Comparative Evaluation of Deep Learning Architectures for Retinal Ganglion Cell Counting: FCRN-A, FCRN-A-v2, and U-Net. | Narges Yarahmadi Gharaei, Nupur Gaikwad, Darshana Upadhyay, Srinivas Sampalli, Balwantray C. Chauhan, Alinor J. Jamet |
| 2024 | Dynamic Prediction of Reblowing Necessity in BOF Steelmaking. | Maryam Khaksar Ghalati, Jianbo Zhang, Amadi Gabriel Udu, Hongbiao Dong |
| 2024 | Contrastive Learning with Auxiliary User Detection for Identifying Activities. | Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee |
| 2024 | Multi-Layer Attention-Based Explainability via Transformers for Tabular Data. | Andrea Trevio Gavito, Diego Klabjan, Jean Utke |
| 2024 | Enhancing Synthetic Well Logs with PCA-Based GAN Models. | Luciano Garim Garcia, Gabriel de Oliveira Ramos, Jos Manuel Marques Teixeira de Oliveira, Ariane Santos da Silveira |
| 2024 | A Multi-View Android Malware Detection Model Through Multi-Objective Optimization. | Philipe Fransozi, Jhonatan Geremias, Eduardo K. Viegas |
| 2024 | Improving Features for Multiple Sclerosis Disability Progression Prediction Through Temporal Alignment of Hospital Visits. | Karel Fonteyn, Tom Dhaene, Dirk Deschrijver |
| 2024 | Data-Driven Estimation of Flowing Bottom-Hole Pressure in Petroleum Wells Using Long Short-Term Memory. | Mateus A. Fernandes, Eduardo Gildin, Marcio Augusto Sampaio |
| 2024 | Optimizing 3D Geometry Reconstruction from Implicit Neural Representations. | Shen Fan, Przemyslaw Musialski |
| 2024 | A3: Active Adversarial Alignment for Source-Free Domain Adaptation. | Chrisantus Eze, Christopher Crick |
| 2024 | ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation. | MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | Enhancing Multivariate Time Series-Based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning. | MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | Unsupervised Anomaly Detection in Urban Water Networks U sing a Hierarchical Deep Learning Model. | Guillem Escriba, David Prez, Nicols Vila, Daniel Marn, Miquel Oliver |
| 2024 | Advancing Energy Monitoring: Deep Learning for Automated Non-Smart Gas Meter Readings. | Nastaran Enshaei, Stphane Tremblay, Patrick Paul, Ashkan Ebadi |
| 2024 | NSP: A Neuro-Symbolic Natural Language Navigational Planner. | William English, Dominic Simon, Sumit Kumar Jha, Rickard Ewetz |
| 2024 | Exploring Testing Methods for Large Language Models. | Timothy Elvira, Tyler Thomas Procko, Lynn Vonderhaar, Omar Ochoa |
| 2024 | Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation. | Zag ElSayed, Makoto Miyakoshi, Nathan Suer, Craig A. Erickson, Grace Westerkamp, Ernest V. Pedapati, Jack Yanchen Liu |
| 2024 | Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer Lesions. | Elhoucine Elfatimi, Pratik Shah |