LEADER 05333nam 22007095 450 001 996630869803316 005 20241116115559.0 010 $a9789819600267$b(electronic bk.) 010 $z9789819600250 024 7 $a10.1007/978-981-96-0026-7 035 $a(MiAaPQ)EBC31784439 035 $a(Au-PeEL)EBL31784439 035 $a(CKB)36590102700041 035 $a(DE-He213)978-981-96-0026-7 035 $a(OCoLC)1472988241 035 $a(EXLCZ)9936590102700041 100 $a20241116d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aKnowledge Management and Acquisition for Intelligent Systems $e20th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2024, Kyoto, Japan, November 18?19, 2024, Proceedings /$fedited by Shiqing Wu, Xing Su, Xiaolong Xu, Byeong Ho Kang 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (311 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15372 311 08$aPrint version: Wu, Shiqing Knowledge Management and Acquisition for Intelligent Systems Singapore : Springer,c2024 9789819600250 327 $a -- Mining Prevalent Co-location Patterns with Multiple Minimum Prevalence Thresholds. -- Computable Relations Mapping by Horn Clauses for Inductive Program Synthesis. -- Aspect-Adaptive Knowledge-based Opinion Summarization. -- Towards Responsible Decisions with Limited Training Data Using Human-in-the-Loop. -- Intent-Spectrum BotTracker: Tackling LLM-based Social Media Bots through an Enhanced BotRGCN Model with Intention and Entropy Measurement. -- Improving User Satisfaction through Approaches that Balance Recommendation Accuracy and Serendipity Tailored to Individual Preferences. -- kNN-Res: Residual Neural Network with kNN-Graph Coherence for Point Cloud Registration. -- Revolutionizing Organic Product Supply Chains: Blockchain, RSA-Encrypted NFTs, and IPFS for Ethical and Transparent Supply Chains. -- Efficient Redundancy Elimination To Discovering Concise Prevalent Co-location Patterns. -- EBcGAN: An Edge-Based Conditional Generative Adversarial Network for Image Fusion. -- A Variational Approach to Personalized Federated Learning and its Improvement. -- Natural Language Integration for Multimodal Few-Shot Class Incremental Learning: Image Classification Problem. -- Multi-Target Contrastive Objective for Learning Property-Aware Vision-Language Representation. -- Low Cost Active Learning Framework for Short Answer Scoring. -- Fast and Robust Differential Private Stochastic Gradient Descent with Preconditioner. -- The Integration of Federated Learning Techniques in Predictive Aircraft Maintenance using Cloud Services. -- Precision 3D Motion Capture Using Pose Estimation Techniques: Application in Sports Video Analysis. -- A Cross-Chain Analysis of NFT-Based Personal Data Marketplaces: Evaluating EVM-Supported Platforms for Transparent of Data Trading. -- Optimizing Resource Distribution Towards Energy Justice in Resilient Smart Grids. -- A Novel Adaptive Multi-channel Fusion Network Based on Deep Learning for Diabetes Diagnosis and Readmission Prediction. -- Category-Aware Keypoint Masking to Address Biases in Semi Supervised 2D Pose Estimation. -- Seq2Seq RNNs for Bus Arrival Time Prediction. -- Virtual Learning Machine for Tiny Devices. -- Distributed Dataset Framework for Large Language Models Pre-training. 330 $aThis book constitutes the refereed proceedings of the 20th International Conference on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2024, held in Kyoto, Japan, during November 18?19, 2024. The 15 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 52 submissions. These papers demonstrate advanced research on machine learning, natural language processing, computer vision, and intelligent systems. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15372 606 $aArtificial intelligence 606 $aComputers 606 $aDatabase management 606 $aComputer networks 606 $aInformation storage and retrieval systems 606 $aArtificial Intelligence 606 $aComputing Milieux 606 $aDatabase Management 606 $aComputer Communication Networks 606 $aInformation Storage and Retrieval 615 0$aArtificial intelligence. 615 0$aComputers. 615 0$aDatabase management. 615 0$aComputer networks. 615 0$aInformation storage and retrieval systems. 615 14$aArtificial Intelligence. 615 24$aComputing Milieux. 615 24$aDatabase Management. 615 24$aComputer Communication Networks. 615 24$aInformation Storage and Retrieval. 676 $a006.3 700 $aWu$b Shiqing$01437775 701 $aSu$b Xing$0649830 701 $aXu$b Xiaolong$01449210 701 $aKang$b Byeong Ho$01437778 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a996630869803316 996 $aKnowledge Management and Acquisition for Intelligent Systems$94309251 997 $aUNISA