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ORCID21st ADMA 2025, Kyoto, Japan - Part II
- Masatoshi Yoshikawa, Xiaofeng Meng, Yang Cao
, Chuan Xiao, Weitong Chen, Yanda Wang:
Advanced Data Mining and Applications - 21st International Conference, ADMA 2025, Kyoto, Japan, October 22-24, 2025, Proceedings, Part II. Lecture Notes in Computer Science 16198, Springer 2026, ISBN 978-981-95-3455-5
Benchmarks, Evaluations, and Visions
- Congbo Ma, Wei Zhang, Dileepa Pitawela, Haojie Zhuang, Yanfeng Shu, Qing Li, Hu Wang:
Rethinking Transformer-Based Multi-Document Summarization: An Empirical Investigation. 3-18 - Thanapol Phungtua-Eng, Noriaki Arima, Yoshitaka Yamamoto:
TriLinear: Time Series Anomaly Detection Using Tricube Smoothing Decomposition and a Linear Forecasting Model. 19-33 - Mengjiao Wang, Liyi Zeng, Mingrui Zhang, Xiayu Xiang, Zhaoquan Gu:
Credibility-Driven Quality Assessment of Multi-source Cyber Threat Intelligence. 34-41
Data Science: Foundations and Applications
- Meiyu Qiu, Yun Li, Xiaomao Fan, Yumeng Liu, Jinzhou Cao, Bowen Zhang, Ruxin Wang, Wenjun Ma, Wenbin Lei:
RankRRG: A Rank-Aware Framework for Automated Radiology Report Generation. 45-58 - Lijun Zhang, Shun Mao, Yuncheng Jiang:
Noise-Free Contrastive Learning for Knowledge Tracing. 59-73 - Yang Liu, Fumin Guo, Cheng Hu, Fangfang Yuan, Cong Cao, Lei Zhang:
Context-Aware Heterogeneous Graph Interactive Learning for Document-Level Event Extraction. 74-87 - Shinan Song, Guangyi Liu, Wenjun Ma, Xiaomao Fan, Jinzhou Cao, Jingyan Jiang:
Adaptive Confidence Estimation for Data Distribution Shift Robustness in Cloud-Edge Collaborative Inference. 88-101 - Zhengnan Chen, Chunming Wu, Zihan Fang, Shide Du, Ping Fan, Shiping Wang:
Constraint-Aware Multi-View Clustering via Graph Contrastive Learning. 102-116 - Xiaole Yang, Peng Wu:
Categorized Privacy Neuron Editing: Addressing Heterogeneity for Privacy Leakage Mitigation in Language Models. 117-132 - Chloe Hulme, Pengyu Li, Ang Yang:
Enhanced Anomaly Detection in Cyber Security by Using Network Traffic Heat Maps. 133-147 - Wenran Xie:
Optimizing Biomedical Text Processing: A Comparative Analysis of Tokenization Methods and Context-Aware Representation Learning. 148-160 - Shuli Ai, Wenjun Ma, Jieyu Zhan:
DALMO: A Dynamic Adjustment Lexicographic Multi-objective Approach to Mitigate Negative Side Effects in Multi-agent Systems. 161-175 - Dongfang Han, Yi Liang, Xi Zhang, Yuanyuan Liao, Askar Hamdulla, Turdi Tohti:
MSTDD: A Multi-scale Transformer Framework for Automatic Depression Detection. 176-190 - Kaifeng Wang, Huijun Yue, Zhuqi Chen, Wenjun Ma:
SSL-MSTFNet: A Multi-scale Temporal-Spectral Fusion Network with Self-supervision Learning for Sleep Stage Classification. 191-206 - Xianming Zhang, Yongpan Sheng, Lirong He, Ming Liu, Xiangwei Lai:
FeaLearner: A Novel Framework of Self-Adaptive Feature Learning and Selection for Suicide Risk Detection from Users' Social Media Posts. 207-222 - Yilin Geng, Shujing Wang, Chuan Wang, Keqing He, Yanfei Lv, Ying Wang, Zaiwen Feng, Xiaoying Bai:
An LLM Agent-Based Complex Semantic Table Annotation Approach. 223-238 - Yiwen Liu, Jianguo Jiang, Min Yu, Boquan Li, Myung Hwan Na, Gang Li:
PoseMaster: Editing Your Pose in a Video with a One-Shot Framework. 239-253 - Kaixian Huang, Shun Mao, Wanyun Cai, Ping Zhang, Yuncheng Jiang:
Dual Hypergraph-Based Question Embedding Model with Multiple Relations for Knowledge Tracing. 254-268 - Ping Zhang, Shun Mao, Kaixian Huang, Wanyun Cai, Yuncheng Jiang:
Diffusion-Driven Dual-Level Denoising: Identifying and Mitigating Noisy Implicit Feedback for Knowledge Tracing. 269-284
Security and Trustworthy
- Wei Tan, Dan Nguyen, Chen Li, Wray L. Buntine, Haifeng Zhao, Lan Du:
Leveraging Deep AUC Maximisation for Enhanced Active Learning in Named Entity Recognition. 287-302 - Mingrui Zhang, Lei Du, Mengjiao Wang, Zhaoquan Gu:
Continual Drift Detection and Adaptation for Cybersecurity Applications. 303-317 - Junwen Lu, Jialuo Qian, Yankun Wang, Xinrong Zhan:
GCS-SegFormer: High Resolution Remote Sensing Segmentation Method Integrating Lightweight Attention. 318-332 - Yu Zhang, Shunmei Meng, Jielong Zhou, Qianmu Li, Xuyun Zhang:
Hypergraph Disentangling and Cross-Level Contrastive Learning for Recommendation. 333-347 - Yifan Wu, Lei Xiao:
Sparse-MoE: Syntax-Aware Multi-view Mixture of Experts for Long-Sequence Software Vulnerability Detection. 348-362 - Junwei Wang, Chengzu Dong, Aiting Yao, Lisha Yu:
A Multimodal Classification Architecture Applied to Gait Anomaly Detection for the Elderly. 363-377 - Xu Dong, Shiwen Liu, Haoyang Hu, Di Wu:
MirrorMind: A Dual-Agent AI Interview Simulator Powered by LLMs. 378-392 - Beichen Guo, Zhiyuan Wen, Yu Yang, Peng Gao, Ruosong Yang, Jiaxing Shen:
SGSimEval: A Comprehensive Multifaceted and Similarity-Enhanced Benchmark for Automatic Survey Generation Systems. 393-407 - Rui Li, Tao Jiang, Hao Xu, Marcin Grzegorzek, Xiaoyan Li, Chen Li:
TGMT-FSL: Text-Guided Multi-task Framework for Few-Shot Learning of Histopathological Image Analysis. 408-418 - Zhenwei Zhai, Chen Li, Zihao Wang, Marcin Grzegorzek, Lin Xu, Linshuai Zhang, Yujie Zhang, Pengfei Zeng, Ji Yin, Jing Guo, Tao Sun, Tao Jiang:
MEMI-DS: A Benchmark Melasma Image Dataset for Image Segmentation. 419-430 - Aiting Yao, Chengzu Dong, Shantanu Pal, Frank Jiang, Haiyan Wang, Ruonan Li, Wenying Feng, Lichen Liu, Zhaoquan Gu:
Adaptive Incremental Provenance Analysis for Trustworthy Federated Learning. 431-445 - Weiqi Zhang, Youyang Qu, Anurrop Gaddam, Asef Nazari:
An Adaptive Federated Framework for Trustworthy Multimodal Cyberbullying Detection. 446-460 - Fengqi Yu, Fuman Xie, Naipeng Dong, Guangdong Bai:
A Large-Scale Analysis of Privacy Labels in Child-Accessible Mobile Applications. 461-469
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