| 2024 | Forecasting Dissolved Oxygen Based on Two-Stage Decomposition with BiLSTM-Attention and weighted Huber Loss Function. | Neha Pant, Durga Toshniwal, Bhola Ram Gurjar |
| 2024 | Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting. | Chetraj Pandey, Anli Ji, Jinsu Hong, Rafal A. Angryk, Berkay Aydin |
| 2024 | Deep Contrastive Active Learning for Out-of-domain Filtering in Dialog Systems. | Roland Oruche, Marcos Zampieri, Prasad Calyam |
| 2024 | Interpretable Deep Learning for Forecasting Online Advertising Costs: Insights from the Competitive Bidding Landscape. | Fynn Oldenburg, Qiwei Han, Maximilian Kaiser |
| 2024 | Magazine Supply Optimization: A Case-Study. | Duong Nguyen, Ana Ulianovici, Sami Achour, Soline Aubry, Nicolas Chesneau |
| 2024 | An Online Calibration Method for Robust Multi-Modality 3D Object Detection. | Xingyu Li, Yige Yao, Jianming Hu, Zhidong Deng |
| 2024 | Human Stone Toolmaking Action Grammar (HSTAG): A Challenging Benchmark for Fine-Grained Motor Behavior Recognition. | Cheng Liu, Xuyang Yan, Zekun Zhang, Cheng Ding, Tianhao Zhao, Shaya Jannati, Cynthia Martinez, Dietrich Stout |
| 2024 | UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement. | Yingtie Lei, Jia Yu, Yihang Dong, Changwei Gong, Ziyang Zhou, Chi-Man Pun |
| 2024 | Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2024 | Efficient Data Completion and Augmentation. | Antonina Krajewska, Ewa Niewiadomska-Szynkiewicz |
| 2024 | Evaluating the Robustness of Fake News Detectors to Adversarial Attacks with Real User Comments (Extended Abstract). | Annat Koren, Chandler Underwood, Edoardo Serra, Francesca Spezzano |
| 2024 | More Options for Prelabor Rupture of Membranes, A Bayesian Analysis. | Ashley Klein, Edward Raff, Elisabeth Seamon, Lily Foley, Timothy Bussert |
| 2024 | AI-Based Mental Health Assessment for Adolescents Using Their Daily Digital Activities. | Do Hyung Kim, Joonsung Lee, Taehwi Lee, Soeun Baek, Seonghyun Jin, Haeun Yoo, Youngeun Cho, Seonghyeon Park, Kwangsu Cho, Chang-Gun Lee |
| 2024 | Coded Term Discovery for Online Hate Speech Detection. | Dhanush Kikkisetti, Raza Ul-Mustafa, Wendy Melillo, Roberto Corizzo, Zois Boukouvalas, Jeff Gill, Nathalie Japkowicz |
| 2024 | Human Evaluation of GPT for Scalable Python Programming Exercise Generation. | Muhammad Fawad Akbar Khan, Max Ramsdell, Ha Nguyen, Hamid Karimi |
| 2024 | Time Series Data Mining: A Unifying View. | Eamonn J. Keogh |
| 2024 | Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media. | Bohan Jiang, Lu Cheng, Zhen Tan, Ruocheng Guo, Huan Liu |
| 2024 | Discovering Structural Regularities in Time Series via Gaussian Processes. | Jan David Hwel, Christian Beecks |
| 2024 | Stroke-CVAE-CGAN: A Medical Imaging Data Augmentation Network Incorporating Stroke Lesion Distribution. | Haisheng Hui, Xueying Zhang, Fenglian Li, Zelin Wu |
| 2024 | Adversarial Robustness in Graph Neural Networks: Recent Advances and New Frontier. | Zhichao Hou, Minhua Lin, MohamadAli Torkamani, Suhang Wang, Xiaorui Liu |
| 2024 | Utilizing Structural Metrics from Knowledge Graphs to Enhance the Robustness Quantification of Large Language Models (Extended Abstract). | Mohd Ariful Haque, Marufa Kamal, Roy George, Kishor Datta Gupta |
| 2024 | Predicting the Survival Period of Non-Small Cell Lung Cancer Based on Deep Learning. | Guohao Feng, Songyan Han, Qin Wei, Haisheng Hui, Yu Bai, Yongqiang Cheng, Jianxia Liu |
| 2024 | Towards Personalized Anti-Phishing: Counterfactual Explanation Approach - Extended Abstract. | Zhengyang Fan, Wanru Li, Kathryn Blackmond Laskey, Kuo-Chu Chang |
| 2024 | MicroPPO: Safe Power Flow Management in Decentralized Micro-Grids with Proximal Policy Optimization. | Daniel Ebi, Edouard Fouch, Marco Heyden, Klemens Bhm |
| 2024 | Leveraging Local Data Sampling Strategies to Improve Federated Learning (Extended Abstract). | Christoph Dsing, Philipp Cimiano, Benjamin Paaen |