- 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.