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Intelligent information and database systems = 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	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:	xxxiv, 385 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Data Mining, Processing and Integration. -- Physics-informed Discovery of State Variables in Second-Order and Hamiltonian Systems. -- A Hybrid Discovery Framework for USV Voyage Route Generation Using AIS Data. -- Proactive approach to personnel assignment in University Course Timetabling Problem. -- Improving Traffic Sign Detection Using Synthetic Data and Automatic Labeling. -- Unraveling Research Patterns in Quantum Computing Through Topic Modeling and Network Analysis. -- Mining Erasable Patterns Using the Bitmap Method in Quantitative Component Databases. -- Privacy Preserving Based on SHA Encryption and Cluster Analysis in Federated Frequent Itemset Mining. -- An Optimization Algorithm for Finding Extractive Summary from Multiple Source Documents Based on Association and Clustering. -- Improving Stress Detection with Synthetic Datasets: GPT-4o-mini and Transformer Model Evaluation. -- On Translating Association-Oriented Structures of Unified Process Metamodel into OWL. -- A Method for Evaluating Expressive Power and Semantic Capacity of Metamodel in Conceptual Data Modeling. -- Optimizing Task Estimation Accuracy in Agile Projects: A Data-Driven Study. -- Low Computational Aggregation Method for Time Series Forecasting. -- Information graphs in process analysis. -- Deep Learning Methods and Applications. -- ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders. -- Chromatic Aberration Detection Using Fully Convolutional Networks. -- Contextual Statistical Evaluation of Selected CRISPR-Cas9 Recurrent Deep Learning Models Predicting Off-target Activities for K562 and Hek293 Cell Lines. -- CerMixer: An Efficient Model for Cervical Cancer Classification Based on Patching and Multi-Scale Depthwise Convolutional Fusion. -- Generative Models Applications. -- Prompts De-Biasing Augmentation to Mitigate Gender Stereotypes in Large Language Models. -- Automatic Creation of Multilingual Knowledge Graph with Large Language Models. -- Simulating Oxford-Style Debates with LLM-based Multi-Agent Systems. -- An empirical review of the effectiveness of different language processing approaches in Software Code Vulnerability Detection. -- Intelligent Information Systems and Problem-Solving Algorithms. -- Analysis of Artificial Intelligence Solutions in Offensive Cybersecurity Domains. -- Research on the Application of Large Language Models (LLM) for Improving Recruitment Efficiency and Accuracy. -- A Trading Strategy Portfolio Optimization Approach Based on Fuzzy Mean-semivariance Model Using Memetic Algorithm. -- Brain-Computer Interface Framework for Real-Time Application Adaptation. -- Jaccard Distance under Incompleteness.
Contained By:	Springer Nature eBook
標題:	Database management - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-96-6008-7
ISBN:	9789819660087

Intelligent information and database systems = 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.. Part I /
Intelligent information and database systems17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.Part I /[electronic resource] :ACIIDS 2025edited by Ngoc Thanh Nguyen ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xxxiv, 385 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,156831611-3349 ;. - Lecture notes in computer science ;15683..

Data Mining, Processing and Integration. -- Physics-informed Discovery of State Variables in Second-Order and Hamiltonian Systems. -- A Hybrid Discovery Framework for USV Voyage Route Generation Using AIS Data. -- Proactive approach to personnel assignment in University Course Timetabling Problem. -- Improving Traffic Sign Detection Using Synthetic Data and Automatic Labeling. -- Unraveling Research Patterns in Quantum Computing Through Topic Modeling and Network Analysis. -- Mining Erasable Patterns Using the Bitmap Method in Quantitative Component Databases. -- Privacy Preserving Based on SHA Encryption and Cluster Analysis in Federated Frequent Itemset Mining. -- An Optimization Algorithm for Finding Extractive Summary from Multiple Source Documents Based on Association and Clustering. -- Improving Stress Detection with Synthetic Datasets: GPT-4o-mini and Transformer Model Evaluation. -- On Translating Association-Oriented Structures of Unified Process Metamodel into OWL. -- A Method for Evaluating Expressive Power and Semantic Capacity of Metamodel in Conceptual Data Modeling. -- Optimizing Task Estimation Accuracy in Agile Projects: A Data-Driven Study. -- Low Computational Aggregation Method for Time Series Forecasting. -- Information graphs in process analysis. -- Deep Learning Methods and Applications. -- ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders. -- Chromatic Aberration Detection Using Fully Convolutional Networks. -- Contextual Statistical Evaluation of Selected CRISPR-Cas9 Recurrent Deep Learning Models Predicting Off-target Activities for K562 and Hek293 Cell Lines. -- CerMixer: An Efficient Model for Cervical Cancer Classification Based on Patching and Multi-Scale Depthwise Convolutional Fusion. -- Generative Models Applications. -- Prompts De-Biasing Augmentation to Mitigate Gender Stereotypes in Large Language Models. -- Automatic Creation of Multilingual Knowledge Graph with Large Language Models. -- Simulating Oxford-Style Debates with LLM-based Multi-Agent Systems. -- An empirical review of the effectiveness of different language processing approaches in Software Code Vulnerability Detection. -- Intelligent Information Systems and Problem-Solving Algorithms. -- Analysis of Artificial Intelligence Solutions in Offensive Cybersecurity Domains. -- Research on the Application of Large Language Models (LLM) for Improving Recruitment Efficiency and Accuracy. -- A Trading Strategy Portfolio Optimization Approach Based on Fuzzy Mean-semivariance Model Using Memetic Algorithm. -- Brain-Computer Interface Framework for Real-Time Application Adaptation. -- Jaccard Distance under Incompleteness.

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.

ISBN: 9789819660087

Standard No.: 10.1007/978-981-96-6008-7doiSubjects--Topical Terms:

551624
Database management
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Intelligent information and database systems = 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025 : proceedings.. Part I /
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