| 2024 | Temporal Dynamics of Classroom Stress: Insights from Wearable Sensors and Machine Learning. | Latherial Calbert, Navid Hashemi Tonekaboni |
| 2024 | Spectral Wavelet Dropout: Regularization in the Wavelet Domain. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2024 | Squeeze-and-Remember Block. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2024 | Deep Learning-Based Method for an Assessment of Road Traffic Pollutant Estimation from Predicted Driving Behaviors. | Suzanne Bussod, Guillaume Sabiron |
| 2024 | Mitigating Unfair Regression in Machine Learning Model Updates. | Irene Buselli, Anna Pallars Lpez, Eduard Martn Jimnez, Davide Anguita, Fabio Roli, Luca Oneto |
| 2024 | Pragmatic and ML Approaches to Backfilling Missing Data Within Time Series Datasets. | Taylor J. Brown, Matthew Wilkerson, Brian Blanton, Sambit Bhattacharya |
| 2024 | Tell Me More! Using Multiple Features for Binary Text Classification with a Zero-Shot Model. | David Broneske, Nikhilkumar Italiya, Fabian Mierisch |
| 2024 | Concurrent Learning of Bayesian Agents with Deep Reinforcement Learning for Operational Planning. | T. Scott Brandes, Letitia W. Li, Daniel Clymer, Eric C. Blair, Michael K. Miller, Marco A. Pravia |
| 2024 | Qualitative Diagnosis of LLMs as Judges Using LevelEval. | Mallika Boyapati, Lokesh Meesala, Ramazan Aygun, Bill Franks, Hansook Choi, Sereres Riordan, Girish Modgil |
| 2024 | Predicting Drug Effects from High-Dimensional, Asymmetric Drug Datasets by Using Graph Neural Networks: A Comprehensive Analysis of Multitarget Drug Effect Prediction. | Avishek Bose, Guojing Cong |
| 2024 | Improving Audience Ratings Prediction of Japanese TV Dramas Using Knowledge-Based Embeddings. | Jerry Bonnell, Stefan Wuchty, Mitsunori Ogihara |
| 2024 | Towards Holistic Disease Risk Prediction using Small Language Models. | Liv Bjrkdahl, Oskar Pauli, Johan stman, Chiara Ceccobello, Sara Lundell, Magnus Kjellberg |
| 2024 | Target Permutation for Feature Significance and Applications in Neural Networks. | Sanad Biswas, Nina Grundlingh, Jonathan Boardman, Joseph White, Linh Le |
| 2024 | Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization. | Ryan Barron, Ves Grantcharov, Selma Wanna, Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev, George Tompkins, Charles Nicholas, Kim . Rasmussen, Cynthia Matuszek, Boian S. Alexandrov |
| 2024 | An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications. | Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller |
| 2024 | On the Effectiveness of a Hybrid Model for Volatility Prediction. | SaiAsrith EVNM Baddepudi, Akshay Agarwal |
| 2024 | Multi-Label Behavioral Health Classification from Police Narrative Report. | Abm. Adnan Azmee, Francis Nweke, Md Abdullah Al Hafiz Khan, Yong Pei, Dominic Thomas, Monica Nandan |
| 2024 | Enhancing EEG Motor Imagery Time Point Signal Classification through Reinforcement Learning and Graph Neural Networks. | Htoo Wai Aung, Jiao Jiao Li, Yang An, Steven W. Su |
| 2024 | V-CAS: A Realtime Vehicle Anti Collision System Using Vision Transformer on Multi-Camera Streams. | Muhammad Waqas Ashraf, Ali Hassan, Imad Ali Shah |
| 2024 | Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs. | Afia Anjum, Maksim Ekin Eren, Ismael Boureima, Boian S. Alexandrov, Manish Bhattarai |
| 2024 | Multi-Spheres Anomaly Detection with Hyperspherical Layers. | Julien de Saint Angel, Christophe Saint-Jean |
| 2024 | Analytically Determining the Robustness of Binarized Neural Networks. | Sahar M. Alzahrani, Sven Schewe, Chao Huang, Xiaowei Huang |
| 2024 | Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers. | Paulo Luza Alves, Andre G. Hochuli, Luiz Eduardo Soares de Oliveira, Paulo R. Lisboa de Almeida |
| 2024 | Tri-level Optimization for Gradient-based Neural Architecture Search. | Sarwat Ali, M. Arif Wani |
| 2024 | Through the Looking Glass: LLM-Based Analysis of AR/VR Android Applications Privacy Policies. | Abdulaziz Alghamdi, David Mohaisen |