


default search action
21st 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

manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.


Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCID














