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Neural computing for advanced applications = 6th international conference, NCAA 2025, Hong Kong, China, July 4-6, 2025, proceedings.. Part II /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Neural computing for advanced applications/ edited by Haijun Zhang ... [et al.].
其他題名:	6th international conference, NCAA 2025, Hong Kong, China, July 4-6, 2025, proceedings.
其他題名:	NCAA 2025
其他作者:	Zhang, Haijun.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	xxi, 471 p. :ill. (chiefly col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Neural networks (Computer science) -
電子資源:	https://doi.org/10.1007/978-981-95-3739-6
ISBN:	9789819537396

Neural computing for advanced applications = 6th international conference, NCAA 2025, Hong Kong, China, July 4-6, 2025, proceedings.. Part II /
Neural computing for advanced applications6th international conference, NCAA 2025, Hong Kong, China, July 4-6, 2025, proceedings.Part II /[electronic resource] :NCAA 2025edited by Haijun Zhang ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xxi, 471 p. :ill. (chiefly col.), digital ;24 cm. - Communications in computer and information science,26651865-0937 ;. - Communications in computer and information science ;311..

Natural Language Processing, Knowledge Graphs, Recommender Systems, and their Applications -- A Temporal Knowledge Graph Completion Model Based on Contrastive Learning and Relation Dependency Enhancement Method -- A Chatbot Assistant Framework for Training Industry 5.0 Factory Workers on Troubleshooting Skills using Generative AI and a Backup Recovery System -- Knowledge-Augmented Reinforcement Learning for Real Time Flight-Constrained Ascent Trajectory Generation -- Enhancing Generative Retrieval through MultiView Identifier Generation and Fusion -- Formal Concept Analysis for Yard Template Planning -- Is Training Data Quality or Quantity More Important for Small Language Models?- Self-Explanation-Augmented Generation for Natural Language Inference -- LQRPP-KGQA: LLM-Based Question Reasoning Paths Prediction For Enhancing Question-Specific Subgraph Construction -- NanTong Blue Calico Pattern Cultural System Constructed Using Ontology Technique -- A New Ontology Matching Method Based on Large Language Model and Graph Structure Learning -- Self-Supervised Mutual Learning for Scene Text Detection -- Neural Computing-based Fault Diagnosis and Forecasting, Prognostic Management, and Cyber-physical System Security -- A Privacy-Preserving and Adversarially Robust Hybrid Deep-Quantum Model for CPS Security" -- Topology Mapping Technology of Overhead Distribution Line Based on Density Clustering of UAV Inspection -- Multi-Domain Alignment Transformer for Mechanical Fault Diagnosis Under Varied Running Conditions -- Game Attribution-based Causal Learning Interpretable Networks for Intelligent Fault Diagnosis -- A Multi-Agent AI Predictive Maintenance System Integrating Data Analysis, Diagnostics, and Scheduling for Smart Factories -- Cointegration Analysis and Fault-oriented Adversarial One-class Classifier based Fault Detection for the AHU -- Novel Zero-Day Attack Detection System Based on Autoencoder and Isolation Forest -- DRL-Guided Fluid Navigation and Virtual Coordination for Hierarchical Multi-UAV Cooperative Attack -- Sequence Learning for Spreading Dynamics, Forecasting, and Intelligent Techniques against Epidemic Spreading -- Hierarchical Frequency Decomposition Enhanced Multi Resolution Analysis for Robust Time Series Forecasting -- Condition Monitoring and Adaptive Early Warning Method of Rolling Bearings under Time-varying Working Conditions -- WavNet: Learning Time-Frequency Representations for Robust SSVEP-Based BCIs -- Trend-Captured Stock Forecasting Framework via Frequency Domain Disentanglement and Dynamic Feature Fusion -- A Machine Learning Approach for Medium-Term Electrical Load Forecasting Using Hybrid Neuro-Fuzzy Modeling -- State-of-Charge Estimation of Distributed Energy Storage Devices with BiLSTM-TCN Model -- Multimodal Deep Learning for Representation, Fusion and Applications -- Improving Training Phase for Restoration of Ancient Documents using DeepFillv2 -- Temporal Context Aggregation for Visual Tracking Using Valid Frame and Knowledge Token -- When Vision Mamba Meets Robotic Grasping: An Efficient Grasp Detection Network for Real-time Robotic Manipulation -- A Data Generation Method based on Generative Adversarial Network and Mamba -- CATransformer: A Class-Aware Transformer within a Dual-Layer Framework for Imbalanced Tabular Data -- TEFusion: A Multimodal-Feature Fusion Framework for Image and Radar -- Workshop Session: International Conference on Cognitive Intelligence (ICCI) -- Multi-Task Co-Calibration Network for Cross-Session Adaptation to Electrode Displacement in Hand Gesture Recognition and Joint Angle Estimation -- A Comparative Study of Attitude Resources between LLM-based Translation and Human Translation.

This two-volume set CCIS 2664 and 2665 constitutes the refereed proceedings of the 6th International Conference on Neural Computing for Advanced Applications, NCAA 2025, held in Hong Kong, China, during July 4-6, 2025. The 62 full papers presented in these proceedings were carefully reviewed and selected from 160 submissions. The papers are organized in the following topical sections: Part I: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Deep learning-driven pattern recognition, computer vision and its industrial applications. Part II: Natural language processing, knowledge graphs, recommender systems, and their applications; Neural computing-based fault diagnosis and forecasting, prognostic management, and cyber-physical system security; Sequence learning for spreading dynamics, forecasting, and intelligent techniques against epidemic spreading; Multimodal deep learning for representation, fusion and applications; Workshop session: International Conference on Cognitive Intelligence (ICCI).

ISBN: 9789819537396

Standard No.: 10.1007/978-981-95-3739-6doiSubjects--Topical Terms:

528588
Neural networks (Computer science)

LC Class. No.: QA76.87 / .I58 2025

Dewey Class. No.: 006.32

Neural computing for advanced applications = 6th international conference, NCAA 2025, Hong Kong, China, July 4-6, 2025, proceedings.. Part II /
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