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会议文集


文集名Advanced Data Mining and Applications
会议名20th International Conference on Advanced Data Mining and Applications (ADMA 2024)
中译名《第二十届国际先进数据挖掘及应用会议，卷4》
会议日期December 3-5, 2024
会议地点Sydney, NSW, Australia
出版年2025
馆藏号356027


题名作者出版年
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 Saake2025
Detecting Fetal Growth Restriction in Early PregnancyYiheng Zhang; Ke Yu; Xiaowei Huang; Yunni Xia; Weiling Li2025
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; Jiang Bian2025
A Unified Deep Learning-Based EEG Biometric Authentication System for Cross-Session ScenariosYijing Gong; Min Wang; Yu Zhang; Wenjie Zhang; Shuchao Pang2025
Automatic Summarization of Life-Critical Situations by Generative AIYuxuan Sun; Xue Li2025
ADDM: Adversarial Defenses with Diffusion Model for Medical Imaging Data MiningYimin He; Shuchao Pang; Anan Du; Hechang Chen; Lele Cong; Mehmet Orgun2025
ResGAT: Embedding Adjacent Connectivity of Brain Regions from fMRI for Accurate Parkinson's Disease RecognitionShuyang Li; Yu Yang; Yichen Lv; Jiangnan Xia; Xin Wang2025
Topological Knowledge Enhanced Personalized Ranking Model for Sequential Medication RecommendationYanda Wang; Lin Yue; Ying Li2025
MRes-CNN: A Multi-branch Residual CNN for Colorectal Histopathological Image ClassificationLingling Yuan; Md Mamunur Rahaman; Hongzan Sun; Xiaoyan Li; Marcin Grzegorzek; Ning Xu; Chen Li2025
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 Grzegozek; Tao Jiang; Xinyu Huang; Chen Li2025
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; Tao Jiang; Hongzan Sun; Chen Li2025
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; Tao Jiang; Marcin Grzegorzek; Ning Xu; Chen Li2025
A Differential Privacy Federated Learning Approach for Diabetic Retinopathy DetectionYicheng Li; Yijia Zhang; Guantong Liu; Mingyu Lu2025
A Boundary Aware Dual-Branch Neural Network for Lung Nodule SegmentationZongli Jiang; Qingzhou Zhao; Jinli Zhang; Xiaolin Du; Tingting Zhu2025
GKF-mQA: Generative Knowledge Fusion Based on Large Language Models for Enhancing Medical Question AnsweringXinbai Li; Man Wu2025
Facilitating Feature Selection and Extraction in Clinical Trials with Large Language ModelsJiaji Guo; Wen Sun; Shiting Wen; Di Wu; Yipeng Zhou2025
Empowering Comprehensive Biomedical Information Analysis with Large Language ModelsYiming Zhao; Jie Chen; Nannan Wu; Wenjun Wang2025
A Multimodal Knowledge Distillation Framework for Sleep Physiological DataZongting Xie; Heng Liang; Ziyu Jia2025
PViT: Pooling Vision Transformer for Active Trachoma Image ClassificationMulugeta Shitie Zewudie; Shengwu Xiong; Xiaohan Yu; Xiaoyu Wu; Aminu Onimisi Abdulsalami; Mengjiao Wang2025
Correlation Analysis of Adversarial Attack in Time Series ClassificationZhengyang Li; Wenhao Liang; Chang Dong; Weitong Chen; Dong Huang2025
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