03987nam 22007935 450 99666454710331620250620130329.0981-9681-83-910.1007/978-981-96-8183-9(MiAaPQ)EBC32163389(Au-PeEL)EBL32163389(CKB)39395908600041(DE-He213)978-981-96-8183-9(OCoLC)1525622083(EXLCZ)993939590860004120250620d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in Knowledge Discovery and Data Mining 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10–13, 2025, Proceedings, Part IV /edited by Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (762 pages)Lecture Notes in Artificial Intelligence,2945-9141 ;15873981-9681-82-0 The five-volume set, LNAI 158710 - 15874 constitutes the proceedings of the 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, held in Sydney, New South Wales, Australia, during June 10–13, 2025. The conference received a total of 557 submissions to the main track, 35 submissions to the survey track and 104 submittion to the special track on LLMs. Of these, 134 papers have been accepted for the main track, 10 for the survey track and 24 for the LLM track. 68 papers have been transferred to the4 DSFA special session. The papers have been organized in topical sections as follows: Part I: Anomaly Detection; Business Data Analysis; Clustering; Continual Learning; Contrastive Learning; Data Processing for Learning; Part II: Fairness and Interpretability; Federated Learning; Graph Mining and GNN; Learning on Scientific Data; Part III: Machine Learning; Multi-modality; OOD and Optimization; Recommender Systems; Representation Learning and Generative AI; Part IV: Security and Privacy; Temporal Learning; Survey; Part V: LLM Fine-tuning and Prompt Engineering; Fairness and Interpretability of LLMs; LLM Application; OOD and Optimization of LLMs.Lecture Notes in Artificial Intelligence,2945-9141 ;15873Artificial intelligenceAlgorithmsEducationData processingComputer scienceMathematicsSignal processingComputer networksArtificial IntelligenceDesign and Analysis of AlgorithmsComputers and EducationMathematics of ComputingSignal, Speech and Image ProcessingComputer Communication NetworksArtificial intelligence.Algorithms.EducationData processing.Computer scienceMathematics.Signal processing.Computer networks.Artificial Intelligence.Design and Analysis of Algorithms.Computers and Education.Mathematics of Computing.Signal, Speech and Image Processing.Computer Communication Networks.006.3Wu Xintao1828597Spiliopoulou Myra1756207Wang Can1828598Kumar Vipin65762Cao Longbing921499Wu Yanqiu1828599Yao Yu1828600Wu Zhangkai1828601MiAaPQMiAaPQMiAaPQBOOK996664547103316Advances in Knowledge Discovery and Data Mining4397504UNISA