Intelligent Information and Database Systems

Intelligent Information and Database Systems

17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025, Proceedings, Part I

Fujita, Hamido; Matsuo, Tokuro; Manolopoulos, Yannis; Gaol, Ford Lumban; Nguyen, Ngoc Thanh; Wojtkiewicz, Krystian; Hong, Tzung-Pei

Springer Nature Switzerland AG

05/2025

378

Mole

Inglês

9789819660070

Pré-lançamento - envio 15 a 20 dias após a sua edição

Descrição não disponível.
.- 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.
Knowledge representation and reasoning;Natural language processing;Information Retrieval;Document management and text processing;Data management systems;Machine learning;Data mining;Control methods;Decision support systems;Computer vision;Collaborative and social computing;Ubiquitous and mobile computing