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Recent challenges in intelligent information and database systems = 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.. Part III /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Recent challenges in intelligent information and database systems/ edited by Ngoc Thanh Nguyen ... [et al.].
其他題名:	17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.
其他題名:	ACIIDS 2025
其他作者:	Nguyen, Ngoc Thanh.
團體作者:	Asian Conference on Intelligent Information and Database Systems
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	xxvii, 368 p. :ill. (some col.), digital ;24 cm.
內容註:	Machine Learning and Artificial Intelligence Applications. -- Enhance Exploration in Safe Reinforcement Learning with Contrastive Representation Learning. -- Earthquake Response Analysis with AI. -- Streaming Counterfactual Subset Selection with Bias Awareness. -- An Advanced Neural Network Architecture Combining CNN, Bi-LSTM and CamemBERT for Sentiment Analysis in French. -- On Comparing LLM-Generated Causal Networks with a Rule-Based Approach. -- Unveiling Parkinson's Disease Severity Using EEG-Driven Deep CNN Model. -- Counteracting temporal attacks in Video Copy Detection. -- Cross-Domain Transfer Learning for Semantic Segmentation of Seismic Facies. -- Maximization of Communication Network Throughput using Dynamic Traffic Allocation Scheme. -- Hierarchical Attention For Violence Detection. -- Real-Time Facial Attribute Classifier using Streamlined Feature Re-calibration Module. -- Real-Time Online Training Framework with Lesson-Based Curriculum for Minecraft Battle Bots. -- A new application of reinforcement learning algorithm. -- Ubervvald: Advanced Object Detection Library for Optimizing Complex Convolutional Neural Networks (CNNs). -- Optimizing Recovery Debt Collection Process by using Machine Learning and Operation Research. -- Statistical Machine Learning Techniques for Wave Spectre Estimation in Coastal Seas. -- Advancing Manufacturing Intelligence: Decisional DNA-based Methodology for Semi-Automatic Manufacturing Environment. -- Comparative Analysis of Convolutional Neural Network Architectures for Emotion Recognition in Facial Images. -- Speaker Change Detection with Pre-tranied Large Audio Model. -- Multimodal Machine Learning Analysis of fNIRS Signals using LSTM and KNN Models for -- Cognitive States and Brain Activation Patterns Prediction. -- Intelligent Information Systems and Advanced Problem-Solving Algorithms. -- INVEST quality criteria in Agile Software Development - Do they come by nature or is it nurture?. -- Limiting Energy Costs with the Two-step Heating Control of Natural Gas Boilers. -- A novel parameter-free clustering algorithm for linear sum assignment problems. -- Exploration in Case-Based Reasoning for Improved Problem-Solving. -- Hybrid Quantum-Classical Algorithms for Explainable and Scalable Predictive Models in Binary Disease Classification. -- Advanced Optimization Techniques for a Delivery Scheduling Problem by Using Genetic and Evolutionary Algorithms.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-96-5887-9
ISBN:	9789819658879

Recent challenges in intelligent information and database systems = 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.. Part III /
Recent challenges in intelligent information and database systems17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.Part III /[electronic resource] :ACIIDS 2025edited by Ngoc Thanh Nguyen ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xxvii, 368 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,24951865-0937 ;. - Communications in computer and information science ;2495..

Machine Learning and Artificial Intelligence Applications. -- Enhance Exploration in Safe Reinforcement Learning with Contrastive Representation Learning. -- Earthquake Response Analysis with AI. -- Streaming Counterfactual Subset Selection with Bias Awareness. -- An Advanced Neural Network Architecture Combining CNN, Bi-LSTM and CamemBERT for Sentiment Analysis in French. -- On Comparing LLM-Generated Causal Networks with a Rule-Based Approach. -- Unveiling Parkinson's Disease Severity Using EEG-Driven Deep CNN Model. -- Counteracting temporal attacks in Video Copy Detection. -- Cross-Domain Transfer Learning for Semantic Segmentation of Seismic Facies. -- Maximization of Communication Network Throughput using Dynamic Traffic Allocation Scheme. -- Hierarchical Attention For Violence Detection. -- Real-Time Facial Attribute Classifier using Streamlined Feature Re-calibration Module. -- Real-Time Online Training Framework with Lesson-Based Curriculum for Minecraft Battle Bots. -- A new application of reinforcement learning algorithm. -- Ubervvald: Advanced Object Detection Library for Optimizing Complex Convolutional Neural Networks (CNNs). -- Optimizing Recovery Debt Collection Process by using Machine Learning and Operation Research. -- Statistical Machine Learning Techniques for Wave Spectre Estimation in Coastal Seas. -- Advancing Manufacturing Intelligence: Decisional DNA-based Methodology for Semi-Automatic Manufacturing Environment. -- Comparative Analysis of Convolutional Neural Network Architectures for Emotion Recognition in Facial Images. -- Speaker Change Detection with Pre-tranied Large Audio Model. -- Multimodal Machine Learning Analysis of fNIRS Signals using LSTM and KNN Models for -- Cognitive States and Brain Activation Patterns Prediction. -- Intelligent Information Systems and Advanced Problem-Solving Algorithms. -- INVEST quality criteria in Agile Software Development - Do they come by nature or is it nurture?. -- Limiting Energy Costs with the Two-step Heating Control of Natural Gas Boilers. -- A novel parameter-free clustering algorithm for linear sum assignment problems. -- Exploration in Case-Based Reasoning for Improved Problem-Solving. -- Hybrid Quantum-Classical Algorithms for Explainable and Scalable Predictive Models in Binary Disease Classification. -- Advanced Optimization Techniques for a Delivery Scheduling Problem by Using Genetic and Evolutionary Algorithms.

This three-volume set CCIS 2493-2495 constitutes the refereed proceedings of the 17th Asian Conference on Recent Challenges in Intelligent Information and Database Systems, ACIIDS 2025, held in Kitakyushu, Japan, during April 23-25, 2025. The 80 papers included in these proceedings were carefully reviewed and selected from 301 submissions. The papers are organized in the following topical sections: Volume I: Data Analysis and Signal Processing; Development and Application of Large Language Models; Speech and Natural Language Processing. Volume II: Artificial Intelligence in Multimedia Technologies; Image and Video Processing. Volume III: Machine Learning and Artificial Intelligence Applications; Intelligent Information Systems and Advanced Problem-Solving Algorithms.

ISBN: 9789819658879

Standard No.: 10.1007/978-981-96-5887-9doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Recent challenges in intelligent information and database systems = 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.. Part III /
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