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Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025, Proceedings, Part II / edited by Ngoc Thanh Nguyen, Tokuro Matsuo, Ford Lumban Gaol, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Krystian Wojtkiewicz

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Lecture Notes in Artificial Intelligence ; 15684Publisher: Singapore : Springer Nature Singapore, 2025Publisher: Singapore : Imprint: Springer, 2025Edition: 1st ed. 2025Description: 1 Online-Ressource(XXXIII, 423 p. 141 illus., 125 illus. in color.)ISBN:
  • 9789819660056
Subject(s): Additional physical formats: 9789819660049 | 9789819660063 | Erscheint auch als: 9789819660049 Druck-Ausgabe | Erscheint auch als: 9789819660063 Druck-AusgabeDDC classification:
  • 006.3 23
DOI: DOI: 10.1007/978-981-96-6005-6Online resources: Summary: -- Games and Decision Theories. -- Deterministic and Nondeterministic Decision Trees for Recognition of All Realizable Decision Rules. -- Billiards-based Generation of Multi-task, Dense Subitizing Detection Diagrams. -- GAMER-Pong: Game Adjustment by Monitoring Emotional Response. -- Image Processing and Computer Vision. -- Machine Learning Algorithms for Hand sEMG-recorded Movements. -- Boosting Face Super-Resolution and Identification with Knowledge Distillation and Frequency Domain Loss. Improving Efficiency Image Captioning by using Attention Mechanism combined with Knowledge Graph. -- An approach of fuzzy-enhanced multi-viewed image embedding fusion for spinal disease detection. -- Boosting Lightweight Multi-Branch Network by Integrating Segment, Skeleton, and Attribute Information. -- Continuous Recognition of Mouth Patterns in Japanese Sign Language for Visual Communication. -- Towards an UAV Visual Navigation System Based on Map Processing and Spatial Matching Techniques: a Literature Review. -- Image enhancement with Boosted Schr¨odinger Bridge. -- Intelligent Techniques in Optimization. -- Kernel-Level Energy-Efficient Neural Architecture Search for Tabular Dataset. -- Estimation of Distribution Algorithms with Overlapped Populations. -- Energy-Efficient Edge Query Processing for Smart City using Query Prediction. -- Influence Maximization with Fairness Cost on Groups in Online Social Networks. -- TMMP: Efficient Continual Learning via Mixture of LoRA Experts and Top Maximum Magnitude Parameter Fusion. -- ADMEdge: Accelerating Edge Computing through Co-Design for Enhanced Data Mobility. -- Machine Learning Techniques and Applications. -- The recursive scheme of clustering. -- TOPSIS-inspired Socio-cognitive Mutation Operator for Metaheuristics. -- Feature-Based Drift Detection in Non-Stationary Data Streams Using Multiple Classifiers: A Comprehensive Analysis. -- A Feature Transformation Technique for Improving Ensemble Learning Systems. -- Explainable Artificial Intelligence to Improve Interpretability in Predictive Mutation Testing. -- An Analysis of Class Imbalance Challenges in Predictive Mutation Testing. -- Efficient Vietnamese Name Detection using Highly Discriminative N-Grams. -- Evaluation of the effectiveness of ranking methods in detecting feature drift in artificial and real data. -- Using Artificial Neural Networks for Automated Lithologic Mapping and Mineral Exploration in Mayantoc, Tarlac, and San Juan, Batangas. -- Enhancing Accuracy and Stability in XAI for Context-specific Applications. -- Integration of Dynamic Window Sizing with Neural Network Architectures for Real-Time Cryptocurrency Predictions. -- Domain-oriented GCN method for Sentiment Analysis.Summary: This two-volume proceedings, LNAI 15683 and LNAI 15684, constitutes the proceedings of the 17th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2025, held in Kitakyushu, Japan, during April 23-25, 2025. The 56 full papers and presented in these two volumes were carefully reviewed and selected from 301 submissions. The papers are organized in the following topical sections: Part I: Data Mining, Processing and Integration; Deep Learning Methods and Applications; Generative Models Applications; Intelligent Information Systems and Problem-Solving Algorithms. Part II: Games and Decision Theories; Image Processing and Computer Vision; Intelligent Techniques in Optimization; Machine Learning Techniques and Applications.PPN: PPN: 1924006715Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-LNC
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