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| 2025 | UniCausal: A Unified Approach to Causal Discovery from Hybrid Industrial Time Series and Events. | Zhen Zhao, Brian Kenneth Erickson, Shantanu Chakraborty, Wei Liu |
| 2025 | An AI-Driven Framework for Real-Time Reporting and Identification of Lost Cats. | Dezhou Zhang, Xiaodan Dong, Weidong Huang |
| 2025 | A Parameter-Free Method Tuning for Multi-scale Wildfire Images Retrieval Task. | Yue Zhang |
| 2025 | Dynamic Meta-learning Ensemble with Pairwise Comparisons and Hierarchical Clustering for Financial Time Series Forecasting. | Hanxue Yao, Irena Koprinska |
| 2025 | Temporal Fusion of Biophysical and Climate Data: A Data-Driven Hybrid Learning Approach for Short-Term Aboveground Biomass Forecasting. | Han Xu, Thirunavukarasu Balasubramaniam, Richi Nayak |
| 2025 | Fusing Deep Object Detectors via Spatial Heatmap-Based Relevance Modelling. | Anqi Xiong, Yuefeng Li, Yanming Feng, Xiaohui Tao, Jianming Yong |
| 2025 | NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification. | Zhenyu Xia, Xinlei Huang, Yuantong Gu, Suvash C. Saha |
| 2025 | BARE: Boundary-Aware with Resolution Enhancement for Tree Crown Delineation. | Attavit Wilaiwongsakul, Bin Liang, Wenfeng Jia, Bryan Zheng, Fang Chen |
| 2025 | Causal Recommendation Method for Personalised Chemotherapy Optimisation in Breast Cancer. | Tuyen Vu, Thuc Duy Le, Ha Xuan Tran, Lin Liu, Jiuyong Li, Jia Tina Du |
| 2025 | Evaluating Cross-Lingual Classification Approaches Enabling Topic Discovery for Multilingual Social Media Data. | Deepak Uniyal, Md. Abul Bashar, Richi Nayak |
| 2025 | DAARA: Divergence-Aware Attention for Robust Aggregation in Federated Learning Against Poisoning Attacks. | Md Palash Uddin, Mahmudul Hasan, Yong Xiang |
| 2025 | Precision to Costing: Budgeted Modelling for Customer Contact Prediction. | Ho Sing Tin, Richi Nayak, Darren Wraith |
| 2025 | Machine Learning for Traffic Accident Prediction: Integrating Spatial, Temporal, and Behavioral Data for Road Safety Insights. | Sudarat Sukjaroen, Xiaodan Dong, S. T. Boris Choy, Weidong Huang |
| 2025 | Mixup and Local-FOMA Based Two-Phase Manifold Augmentation in Image Classification. | Takumi Shirahama, Keisuke Kameyama |
| 2025 | LightSkinNet: Lightweight CNN with Attention for Accurate, Mobile-Efficient Multiclass Skin Lesion Classification. | F. M. Javed Mehedi Shamrat, Xujuan Zhou, Mohd Yamani Idna Bin Idris, Raj Gururajan, Ka Ching Chan |
| 2025 | DriftSense: Adaptive Drift Detection with Incremental Hoeffding Trees for Real-Time Spatial Crowdsourcing. | Md. Mujibur Rahman, Quazi Mamun, Michael Bewong, Md Zahidul Islam |
| 2025 | Visionary: Enhancing Visual Context for the Visually Impaired. | Pranav Powar, Amit Agarwal |
| 2025 | Unveiling Reliability in Multi-omics Classification: Fusion, Calibration, and Dynamic Scaling. | Dang Khoa Nguyen, Duoyi Zhang, Md. Abul Bashar, Richi Nayak |
| 2025 | ETCOD: Embedding-Based Anomaly Detection and LLM-Driven Validation Framework for Knowledge Graphs. | Thi Thuy Nga Nguyen, Asara Senaratne, Leelanga Seneviratne |
| 2025 | From Burst to Routine: Mining Time-Aware Patterns from Sequential Dataset. | Khanh Luong, Daniel Angus, Yufan Kang, Abdul Karim Obeid, Dan Tran |
| 2025 | Top-k Ranking with Exact Positional Fairness. | Nina A. Liebrand, Stefan Conrad |
| 2025 | Stability Evaluation of Clusterings Across Time. | Sergej Korlakov, Nina A. Liebrand, Stefan Conrad |
| 2025 | Regularizing StyleGAN with Inter-resolution Residual Pattern Consistency via a Laplacian Pyramid. | Takahiro Koide, Keisuke Kameyama |
| 2025 | Dynamic Source Code Vulnerability Characteristics Selection for Enhanced Vulnerability Discovery. | Abdur Rehman Khan, Yue Xu, Yuefeng Li |