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ORCID17th ACIIDS 2025: Kitakyushu, Japan - Part I
- Ngoc Thanh Nguyen
, Tokuro Matsuo, Ford Lumban Gaol, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Krystian Wojtkiewicz:
Intelligent Information and Database Systems - 17th Asian Conference, ACIIDS 2025, Kitakyushu, Japan, April 23-25, 2025, Proceedings, Part I. Lecture Notes in Computer Science 15683, Springer 2025, ISBN 978-981-96-6007-0
Data Mining, Processing and Integration
- Félix Chavelli, Zi-Yu Khoo, Dawen Wu, Jonathan Sze Choong Low, Stéphane Bressan:
Physics-Informed Discovery of State Variables in Second-Order and Hamiltonian Systems. 3-15 - Po-Ruey Lei:
A Hybrid Discovery Framework for USV Voyage Route Generation Using AIS Data. 16-28 - Jaroslaw Wikarek, Pawel Sitek:
Proactive Approach to Personnel Assignment in University Course Timetabling Problem. 29-41 - Kuei-Hua Chang, Eric Hsueh-Chan Lu:
Improving Traffic Sign Detection Using Synthetic Data and Automatic Labeling. 42-53 - Chien-Wen Shen, Chien-Hung Lai, Rong-Shen Bai:
Unraveling Research Patterns in Quantum Computing Through Topic Modeling and Network Analysis. 54-69 - Tzung-Pei Hong, Da Chen, Wei-Ming Huang, Yu-Chuan Tsai:
Mining Erasable Patterns Using the Bitmap Method in Quantitative Component Databases. 70-82 - Tzung-Pei Hong, Chi-Chien Chen, Chun-Hao Chen, Katherine Shu-Min Li:
Privacy Preserving Based on SHA Encryption and Cluster Analysis in Federated Frequent Itemset Mining. 83-94 - Chun-Hao Chen, Yuan-Dao Lin, Yu-Kai Wang, Tzung-Pei Hong, Chien-Fu Cheng:
An Optimization Algorithm for Finding Extractive Summary from Multiple Source Documents Based on Association and Clustering. 95-107 - Nabeel Badran, John Le, Thanh Le, Takahiro Uchiya:
Improving Stress Detection with Synthetic Datasets: GPT-4o-Mini and Transformer Model Evaluation. 108-119 - Krystian Wojtkiewicz, Marcin Kasperski, Marcin Jodlowiec:
On Translating Association-Oriented Structures of Unified Process Metamodel Into OWL. 120-134 - Marcin Jodlowiec, Marek Krótkiewicz:
A Method for Evaluating Expressive Power and Semantic Capacity of Metamodel in Conceptual Data Modeling. 135-149 - Bogumila Hnatkowska, Radoslaw Grebski:
Optimizing Task Estimation Accuracy in Agile Projects: A Data-Driven Study. 150-162 - Rafal Palak:
Low Computational Aggregation Method for Time Series Forecasting. 163-177 - Zygmunt Mazur, Janusz Pec:
Information Graphs in Process Analysis. 178-193
Deep Learning Methods and Applications
- Emanuel Covaci, Flavia Costi, Darian M. Onchis:
ESM-VAE: Bias Reduction in EEG Models via Synthetic Data Generation with Variational Autoencoders. 197-211 - Jaroslaw Bernacki, Rafal Scherer:
Chromatic Aberration Detection Using Fully Convolutional Networks. 212-224 - Maciej Powierza, Lukasz Laczmanski, Maciej Huk:
Contextual Statistical Evaluation of Selected CRISPR-Cas9 Recurrent Deep Learning Models Predicting Off-Target Activities for K562 and Hek293 Cell Lines. 225-239 - Thanh-An Pham, Van-Dung Hoang, Doan-Hieu Tran, Tuong-Lan Le Van:
CerMixer: An Efficient Model for Cervical Cancer Classification Based on Patching and Multi-scale Depthwise Convolutional Fusion. 240-253
Generative Models Applications
- Jinyuan Chen, Sebastian Binnewies, Bela Stantic:
Prompts De-Biasing Augmentation to Mitigate Gender Stereotypes in Large Language Models. 257-270 - Gulmira Tolegen, Alymzhan Toleu, Rustam Mussabayev, Alexander Krassovitskiy, Nurbakyt Zhuldyzbayuly:
Automatic Creation of Multilingual Knowledge Graph with Large Language Models. 271-285 - Yarolsav Harbar, Jaroslaw A. Chudziak:
Simulating Oxford-Style Debates with LLM-Based Multi-Agent Systems. 286-300 - Khoa Tran Dinh, Anh Bui Vuong Tam, Loc Nguyen Vo Tien, Dat Nguyen Phan Quoc, Trong-Nghia To, Phan The Duy, Van-Hau Pham:
An Empirical Review of the Effectiveness of Different Language Processing Approaches in Software Code Vulnerability Detection. 301-313
Intelligent Information Systems and Problem-Solving Algorithms
- Maciej Kisielewicz, Michal Kedziora, Ireneusz Jozwiak:
Analysis of Artificial Intelligence Solutions in Offensive Cybersecurity Domains. 317-330 - Alimzhan Yerkebulan, Madina Mansurova, Assel Abdildayeva, Olzhas Sharip:
Research on the Application of Large Language Models (LLM) for Improving Recruitment Efficiency and Accuracy. 331-344 - Chun-Hao Chen, Ming-Chieh Wu, Ting-Ying Ke, Cheng-Yi Huang:
A Trading Strategy Portfolio Optimization Approach Based on Fuzzy Mean-Semivariance Model Using Memetic Algorithm. 345-355 - Pawel Dzikiewicz, Tomasz Koralewski, Jakub Ner, Adam Pawlowski, Michal Kedziora:
Brain-Computer Interface Framework for Real-Time Application Adaptation. 356-370 - Marzena Kryszkiewicz:
Jaccard Distance Under Incompleteness. 371-381
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