Abstract is missing.
- Exploring the Advantages and Limitations of Association Rule Mining and Decision Trees for Pattern Mining in Heart Disease DataSadeq Darrab, Florian Kleinert, David Broneske, Gunter Saake. 3-17 [doi]
- Detecting Fetal Growth Restriction in Early PregnancyYiheng Zhang, Ke Yu, Xiaowei Huang, Yunni Xia, Weiling Li. 18-32 [doi]
- An Analyses of the Impact of Climatic and Environmental Conditions on COVID-19 Prevalence in Epidemic Areas in Australia, South Korea, and ItalyYuxi Liu, Zhenhao Zhang, Shaowen Qin, Jun Shen 0001, Jiang Bian. 33-47 [doi]
- A Unified Deep Learning-Based EEG Biometric Authentication System for Cross-Session ScenariosYijing Gong, Min Wang, Yu Zhang, Wenjie Zhang, Shuchao Pang. 48-62 [doi]
- Automatic Summarization of Life-Critical Situations by Generative AIYuxuan Sun, Xue Li. 63-77 [doi]
- ADDM: Adversarial Defenses with Diffusion Model for Medical Imaging Data MiningYimin He, Shuchao Pang, AnAn Du, Hechang Chen, Lele Cong, Mehmet A. Orgun. 78-93 [doi]
- ResGAT: Embedding Adjacent Connectivity of Brain Regions from fMRI for Accurate Parkinson's Disease RecognitionShuyang Li, Yu Yang, Yichen Lv, Jiangnan Xia, Xin Wang. 94-108 [doi]
- Topological Knowledge Enhanced Personalized Ranking Model for Sequential Medication RecommendationYanda Wang, Lin Yue, Ying Li. 109-124 [doi]
- MRes-CNN: A Multi-branch Residual CNN for Colorectal Histopathological Image ClassificationLingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Xiaoyan Li, Marcin Grzegorzek, Ning Xu 0012, Chen Li 0022. 125-139 [doi]
- An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive SystemRui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang 0014, Xinyu Huang 0003, Chen Li 0022. 140-154 [doi]
- RPE-Diff: A Relative Position Encoding Diffusion Model for Perirenal Fat Segmentation in Metabolic SyndromeShuai Ye, Tianming Du, Frank Kulwa, Xiangyu Meng, Md Mamunur Rahaman, Marcin Grzegorzek, Ning Xu 0012, Tao Jiang 0014, Hongzan Sun, Chen Li 0022. 155-170 [doi]
- RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT ImagesYihao Sun, Tianming Du, Hongzan Sun, Jian Xu, Md Mamunur Rahaman, Xinghao Wang, Xinyu Huang 0003, Tao Jiang 0014, Marcin Grzegorzek, Ning Xu 0012, Chen Li 0022. 171-185 [doi]
- A Differential Privacy Federated Learning Approach for Diabetic Retinopathy DetectionYicheng Li, Yijia Zhang, Guantong Liu, Mingyu Lu. 186-199 [doi]
- A Boundary Aware Dual-Branch Neural Network for Lung Nodule SegmentationZongli Jiang, Qingzhou Zhao, Jinli Zhang, Xiaolin Du, Tingting Zhu. 200-214 [doi]
- GKF-mQA: Generative Knowledge Fusion Based on Large Language Models for Enhancing Medical Question AnsweringXinbai Li, Man Wu. 215-229 [doi]
- Facilitating Feature Selection and Extraction in Clinical Trials with Large Language ModelsJiaji Guo, Wen Sun, Shiting Wen, Di Wu 0001, Yipeng Zhou. 230-240 [doi]
- Empowering Comprehensive Biomedical Information Analysis with Large Language ModelsYiming Zhao, Jie Chen, Nannan Wu, Wenjun Wang. 241-255 [doi]
- A Multimodal Knowledge Distillation Framework for Sleep Physiological DataZongting Xie, Heng Liang, Ziyu Jia. 256-265 [doi]
- PViT: Pooling Vision Transformer for Active Trachoma Image ClassificationMulugeta Shitie Zewudie, Shengwu Xiong, Xiaohan Yu 0001, Xiaoyu Wu, Aminu Onimisi Abdulsalami, Mengjiao Wang. 266-280 [doi]
- Correlation Analysis of Adversarial Attack in Time Series ClassificationZhengyang Li, Wenhao Liang, Chang Dong, Weitong Chen, Dong Huang. 281-296 [doi]
- Improving Time Series Classification with Representation Soft Label SmoothingHengyi Ma, Weitong Chen. 297-310 [doi]
- PiqSketch: An Efficient Sketching Algorithm for Per-Key Tail Quantile Estimation in Large-Scale Data StreamsYuheng Zhou, Guoju Gao, Yu-e Sun, He Huang 0001, Yang Du 0006, Yihuai Wang. 311-326 [doi]
- ITRMD: A Dimensionality Reduction Framework for Accurate and Efficient Multivariate KPI Anomaly DetectionTianrun Gao, Decheng Zuo, Yanjun Shu, Zhan Zhang, Dongxin Wen, Yutong Qu. 327-341 [doi]
- Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust AnalysisChang Dong, Liangwei Zheng, Weitong Chen. 342-355 [doi]
- MSAnomaly: Time Series Anomaly Detection with Multi-scale Augmentation and FusionTao Yin, Zhibin Zhang, Shikang Hou, Huan Zhao, Lijiao Zheng, Yifei Zhou, Jin Xie, Meng Yan. 356-371 [doi]
- Enhancing Unsupervised Anomaly Detection in Multivariate Time Series with Variational Autoencoders and Multiresolution LSTMSong Sun, Yan Zhou, Suyan Yao, Jingbing Xu. 372-385 [doi]
- LTSMamba: A Long-Term Time Series Forecasting Model Based on Mamba-2Xiyang Peng, Ruoxin Ni, Yuncheng Jiang. 386-400 [doi]
- Adaptive Plug-and-Play Framework for Time Series Anomaly Detection with Temporal DriftChao Zhong, Chen Xiong, Zhaoyang Ma, Junxiu Ran, Shikuan Shao, Tongkun Xing, Jing Wang. 401-416 [doi]