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ORCIDJournal of Artificial Intelligence and Soft Computing Research, Volume 15
Volume 15, Number 1, 2025
- Jihan Ghanim
, Mariette Awad:
An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework. 5-24 - Yang Cao, S. Dharani, M. Sivakumar, Andrzej Cader, Robert Nowicki:
Mittag-Leffler Synchronization of Generalized Fractional-Order Reaction-Diffusion Networks Via Impulsive Control. 25-36 - Safa Ben Ayed, Roozbeh Sadeghian Broujeny, Rachid Tahar Hamza:
Remaining Useful Life Prediction with Uncertainty Quantification Using Evidential Deep Learning. 37-55 - Malgorzata Zajecka, Mateusz Mastalerczyk, Siang Yew Chong, Xin Yao, Joanna Kwiecien, Wojciech Chmiel, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski:
Portfolio Optimization with Translation of Representation for Transport Problems. 57-75 - Barbara Pekala, Jaroslaw Szkola, Piotr Grochowalski, Dorota Gil, Dawid Kosior, Krzysztof Dyczkowski:
A Novel Method for Human Fall Detection Using Federated Learning and Interval-Valued Fuzzy Inference Systems. 77-90
Volume 15, Number 2, 2025
- Jaroslaw Bilski, Bartosz Kowalczyk, Ludmila Dymova, Min Xiao:
Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam. 95-113 - Artem Vizniuk, Grygorii Diachenko, Ivan Laktionov, Agnieszka Siwocha, Min Xiao, Jacek Smolag:
A Comprehensive Survey of Retrieval-Augmented Large Language Models for Decision Making in Agriculture: Unsolved Problems and Research Opportunities. 115-146 - Piotr Porwik, Tomasz Orczyk, Krzysztof Wrobel, Benjamin Mensah Dadzie:
A Novel Method for Drift Detection in Streaming Data Based on Measurement of Changes in Feature Ranks. 147-166 - Mahmoud Hassaballah, Mohamed Abdel Hameed:
Novel Metaheuristic Algorithms and Their Applications to Efficient Detection of Diabetic Retinopathy. 167-195 - Xia Ji, Jinglong Chang, Yapeng Ji:
Adaptive Separation Fusion: A Novel Downsampling Approach in CNNS. 197-210
Volume 15, Number 3, 2025
- Jan Tobolewski, Michal Sakowicz, Jordi Turmo, Bozena Kostek:
A Bimodal Deep Model to Capture Emotions from Music Tracks. 215-235 - Li-Juan Liu, Guang-Ming Bai, Hamid Reza Karimi:
Advanced Traffic Signal Control System Using Deep Double Q-Learning with Pedestrian Factors. 239-255 - Junyan Qian, Tong Wen, Ming Ling, Xiaofu Du, Hao Ding:
Pixel-Based Clustering for Local Interpretable Model-Agnostic Explanations. 257-277 - Michal Romaszewski, Przemyslaw Sekula, Przemyslaw Glomb, Michal Cholewa, Katarzyna Kolodziej:
Through the Thicket: A Study of Number-Oriented LLMS Derived from Random Forest Models. 279-298 - Guangyong Zhang, Jiahui Zhang, Ludmila Dymova, Ying Zhou, Hua Li, Min Xiao:
Network Virus Propagation under Planar Cross-Diffusion: Spatiotemporal Pattern Analysis. 299-314
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