LEADER 04877nam 22006015 450 001 9911018754903321 005 20250729130304.0 010 $a9789819671786 024 7 $a10.1007/978-981-96-7178-6 035 $a(CKB)39766967800041 035 $a(MiAaPQ)EBC32250666 035 $a(Au-PeEL)EBL32250666 035 $a(DE-He213)978-981-96-7178-6 035 $a(EXLCZ)9939766967800041 100 $a20250729d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Mining and Big Data $e9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13?17, 2024, Proceedings, Part II /$fedited by Ying Tan, Yuhui Shi 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (380 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2357 311 08$a9789819671779 327 $a -- Clustering Methods. -- Data-Driven Open Finance: A Novel Architecture for Financial Inclusion in Developing Countries. -- Stock Trend Prediction Based on Complex Network and Sentiment Analysis. -- Three-way Clustering Based on Improved DPC Algorithm. -- An Effective Parameter Tuning Technique for Plain and Scalable Spectral Clustering Methods. -- Randomly Synergistic Data Augmentation Based Convolutional Neural Networks for Chinese Herbal Medicine Recognition. -- Classification of Agricultural Data using MultiLayer Extreme Learning Machine with Fuzzy Kernel Function. -- Knowledge Graph. -- Med-RAIK: Interpretable Medication Recommendation Model Augmented by Integrating Knowledge Graph. -- Research on the Implementation Mechanism of Dynamic Ontology in Knowledge Graph. -- QuatRE: Knowledge Graph Embeddings via Relation Rotation in Quaternion Space. -- Research on the Architecture of Software-Defined Decision-Making Operating System Based on Dynamic Ontology. -- Decomposition and Generation Method of Task Data Requirement List Based on Graph Model. -- UAV Applications. -- Adaptive Dynamic Multi-Objective Trajectory Optimization for UAV-enabled Wireless Powered Communication Networks. -- Improved DETR for Pedestrian Detection from the perspective of UAV. -- A Gaussian Function-Based Masking Method for UAV Target Tracking. -- Large Languange Models and Applications. -- Domain-Specific Information Extraction in Chinese with Pre-Trained Language Models: An Exploration Report. -- Large Language Model-based Automatic Generation Method for Test Cases Across Multiple Programming Language Types. -- Distractor Generation for Multiple-Choice Question Using Existing Distractor. -- Short Text Topic Modeling with Vector Quantization. -- Multi-Criterion Models and Applications. -- Controlled Causal Hallucinations Can Estimate Phantom Nodes in Multiexpert Mixtures of Fuzzy Cognitive Maps. -- Enhanced Image Captioning Model Using Winograd Convolution and Multi-objective Bayesian Optimization. -- Hybridizing Earthquake Dynamics-based Optimization with Multiple Adaptative Differential Evolution: Towards a Faster Convergence Metaheuristic. 330 $aThis two-volume set, CCIS 2356 and CCIS 2357, constitutes the refereed proceedings of the 9th International Conference on Data Mining and Big Data, DMBD 2024, held in Ho Chi Minh City, Vietnam, in December 2024. The 46 full papers presented in these volumes were carefully reviewed and selected from 93 submissions. They are organized under the following topical sections: Part I : Machine Learning Methods; Data Mining Methods; Detection Methods. Part II : Clustering Methods; Knowledge Graph; UAV Applications; Large Languange Models and Applications; Multi-Criterion Models and Applications. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2357 606 $aApplication software 606 $aArtificial intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aComputer and Information Systems Applications 606 $aArtificial Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 615 0$aApplication software. 615 0$aArtificial intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 14$aComputer and Information Systems Applications. 615 24$aArtificial Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a005.3 700 $aTan$b Ying$0846863 701 $aShi$b Yuhui$0907797 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911018754903321 996 $aData Mining and Big Data$94415448 997 $aUNINA