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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2》
会议日期December 3-5, 2024
会议地点Sydney, NSW, Australia
出版年2025
馆藏号356025


题名作者出版年
Evaluating Model Robustness Using Adaptive Sparse L0 RegularizationWeiyou Liu; Zhengyang Li; Weitong Chen2025
Expert-Guided Model Cultivation: CoTeaching to Resolve Abstruseness and Enhance Learning PerformanceSiqi Zhang; Feng Zhou; Zhidong Li; Yang Wang; Donglian Qi; Shuming Li2025
DEKT: Difficulty Representation Enriched Knowledge TracingRui Wang; Zhilong Shan2025
An Algorithm for Discovering Prevalent Co-location Patterns with Considering Both Density and ConnectivityDinhsontung Ta; Phan Ha; Vanha Tran; Vanhieu Bui2025
An Ensemble Learning Method Based on Neighborhood Random Super-Reduct for Software Defect Number PredictionYuqi Sha; Yixuan Jiang; Junwei Du; Qiang Hu; Feng Jiang2025
A Cluster-Based Approach to kNN Join Over Batch-Dynamic High-Dimensional DataNimish Ukey; Guangjian Zhang; Zhengyi Yang; Xiaoyang Wang; Binghao Li; Serkan Saydam; Wenjie Zhang2025
Multi-dimensional Classification via Global and Local Label CorrelationZan Zhang; Jialin Zhou2025
An Intrusion Detection Model Based on CNN-BiLSTMLiang Zhang; Jiatian Zhang2025
TBRL: Trajectory-Based Reinforcement Learning for Flexible Job-Shop Scheduling ProblemZheng Chen; Ruijin Wang; Ye Zhu; Chao Tang; Donglin He; Jiachen Wang; Fengli Zhang2025
An Active Learning Method via Expected Model Loss ReductionYahe Li; Zhipeng Xie2025
When Molecular GAN Meets Byte-Pair EncodingHuidong Tang; Chen Li; Yasuhiko Morimoto2025
Efficient Clustered Federated Learning by Locality Sensitive HashingLishan Yang; Alireza Seyed Shakeri; Liangxi Pu; Weitong Chen; Yanjun Shu2025
A Heterogeneous Federated Learning Method Based on Dual Teachers Knowledge DistillationSiyuan Wu; Hao Tian; Weiran Zhang; Tingtong Zhu; Fuwen Tian; Zhehong Wang; Wanchun Dou2025
Towards Efficient Decentralized Federated Learning: A SurveySaqr Khalil Saeed Thabet; Behnaz Soltani; Yipeng Zhou; Quan Z. Sheng; Shiting Wen2025
FedCLF - Towards Efficient Participant Selection for Federated Learning in Heterogeneous IoV NetworksKasun Eranda Wijethilake; Adnan Mahmood; Quan Z. Sheng2025
UFL: Unlinkable Federated Learning Through Shuffle and Shamir's Secret SharingJingxue Chen; Zhiwei Si; Jingcheng Song; Manoranjan Mohanty; Weiqi Wang; Hu Xiong2025
FairEquityFL - A Fair and Equitable Client Selection in Federated Learning for Heterogeneous IoV NetworksFahmida Islam; Adnan Mahmood; Noorain Mukhtiar; Kasun Eranda Wijethilake; Quan Z. Sheng2025
Tailored Federated Learning: Leveraging Direction Regulation and Knowledge DistillationHuidong Tang; Chen Li; Huachong Yu; Sayaka Kamei; Yasuhiko Morimoto2025
A Communication-Concerned Federated Learning Framework Based on Clustering SelectionWeifeng Sun; Ailian Wang; Zunjing Gao; Yipeng Zhou2025
Secure Privacy-Preserving SMOTE for Vertical Federated LearningWenyou Du; Haihang Wang; Jiaming Shen; Guanglei Meng; Yuming Guo; Wei Zhou2025
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