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ADVANCED DATA MINING AND APPLICATIONS, ADMA 2025, PT I

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Papers27
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Journal Papers 27
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Curvature-Based Knee Detection for Robust and Non-robust Features
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deleteLi, Xuanyu; Chen, Weitong
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MalHdb:Malware Detection Based on Heterogeneous Dual-Branch Neural Networks
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deleteLi, Yiming; Liu, Meichen; Li, Nan; Li, Meimei; Liu, Chao
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Continuous Blood Pressure Dataset Featuring Arrhythmia and Diverse Baselines for Blood Pressure Estimation
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deleteLi, Shuangdu; Li, Ziyou; Li, Yixuan; Fan, Xiaomao; Liu, Yumeng; Ma, Wenjun; Zhang, Bowen; Ye, Jianhua; Li, Ye
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Fast Fourier Transform Diffusion Model for ECG Denoising
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deleteLi, Yitong
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Noise-Robust Learning via Full Consistency
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deleteWang, Zhen; Chang, Xueying; Zhao, Wenxin; Yu, Wenlong; Lei, Xiaohui; Dong, Yongfeng
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MAVI: MLLM-Enhanced Anomaly Validator and Interpreter for Astronomical Time Series
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deleteHao, Xinli; Ma, Chaohong; Li, Wei; Tao, Yihan; Xu, Bingbing; Meng, Xiaofeng
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Enhanced Discriminant Sparse Feature Extraction for Image Classification
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deleteCheng, Hongyu; Huang, Zhuojie; Jiang, Lin; Wu, Jigang
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SemantiHunt: A New Behavioral Semantics-Driven Method for Network Threat Hunting
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deleteWang, Haiyan; Hu, Yuxiang; Zong, Rui; Yao, Aiting; Zhao, Juan; Song, Xiangyu; Gu, Zhaoquan
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An Entity-Relation Extraction Framework via Symmetry-Aware Augmentation and Priority-Constrained Optimization
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deleteSheng, Xiaojun; Li, Yiyan; Li, Minmin; Wang, Shunli; Wang, Yafei; Guo, Renzhong
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Make LLMs Perform Better in Knowledge Graph Completion Combined with RAG
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deleteXu, Mengfei; Li, Bohan; Wang, Haofen; Huang, Peixuan; Chen, Chen; Huang, Ruilong
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Strategic Reading Skills Work: Perceiving Locally and then Reasoning Globally Improves Emotion Recognition
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deleteWang, Chuwen; Wang, Cheng
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A Novel Historical-Meteorology-Informed Approach for One-Week Air Quality Forecasting
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deleteLi, Xiang; Zheng, Huihui; Wei, Zhewei
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ZeroRFF: A Random Fourier Features and Analytic Learning Method for Generalized Class Incremental Learning
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deleteNguyen, Duc-Hung; Nguyen, Tri-Thanh; Dang, Thanh-Hai; Thi, Quynh-Trang Pham
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Harnessing Deep LLM Participation for Robust Entity Linking
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deleteHou, Jiajun; Zhang, Chenyu; Meng, Rui
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Detecting and Mitigating Positional Bias in Zero-Shot Anomaly Detection
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deleteIto, Ayano; Sakabe, Takeaki; Sakurai, Yuko; Oyama, Satoshi
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MS Faster-RCNN: A Novel Multi-scale Feature Fusion Based Object Detection Scheme
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deleteSun, Yibo; Liu, Chenlei; Xu, Bixiao; Gong, Jing; Sun, Zhe; Chen, Weitong
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A Path-Aware Framework for Multi-hop Question Answering via Structured Reasoning
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deleteHu, Shihao; Zhang, Jiantong; Luo, Tao
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LegalDuet: Learning Fine-Grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning
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deleteXu, Buqiang; Dai, Xin; Liu, Zhenghao; Xie, Huiyuan; Yi, Xiaoyuan; Wang, Shuo; Yan, Yukun; Yang, Liner; Gu, Yu; Yu, Ge
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A Multi-descriptor Stacking-Based Framework for Parkinson's Disease Detection from Handwriting
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deleteTrigui, Sana; Bezine, Hala; Agarwal, Basant
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Graph-Oriented Cross-Modality Diffusion for Multimedia Recommendation
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deleteChen, Jiamin; Jiang, Tanzheng; Lin, Zhenghong; Ma, Guofang; Tan, Yanchao
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