Journal of Artificial Intelligence and Soft Computing Research, Volume 15 (original) (raw)

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Volume 15, Number 1, 2025

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    Jihan Ghanim, Mariette Awad:
    An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework. 5-24
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    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
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    Safa Ben Ayed, Roozbeh Sadeghian Broujeny, Rachid Tahar Hamza:
    Remaining Useful Life Prediction with Uncertainty Quantification Using Evidential Deep Learning. 37-55
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    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
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    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

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    Jaroslaw Bilski, Bartosz Kowalczyk, Ludmila Dymova, Min Xiao:
    Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam. 95-113
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    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
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    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
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    Mahmoud Hassaballah, Mohamed Abdel Hameed:
    Novel Metaheuristic Algorithms and Their Applications to Efficient Detection of Diabetic Retinopathy. 167-195
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    Xia Ji, Jinglong Chang, Yapeng Ji:
    Adaptive Separation Fusion: A Novel Downsampling Approach in CNNS. 197-210

Volume 15, Number 3, 2025

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    Jan Tobolewski, Michal Sakowicz, Jordi Turmo, Bozena Kostek:
    A Bimodal Deep Model to Capture Emotions from Music Tracks. 215-235
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    Li-Juan Liu, Guang-Ming Bai, Hamid Reza Karimi:
    Advanced Traffic Signal Control System Using Deep Double Q-Learning with Pedestrian Factors. 239-255
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    Junyan Qian, Tong Wen, Ming Ling, Xiaofu Du, Hao Ding:
    Pixel-Based Clustering for Local Interpretable Model-Agnostic Explanations. 257-277
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    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
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    Guangyong Zhang, Jiahui Zhang, Ludmila Dymova, Ying Zhou, Hua Li, Min Xiao:
    Network Virus Propagation under Planar Cross-Diffusion: Spatiotemporal Pattern Analysis. 299-314

Volume 15, Number 4, 2025

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    Chih-Chao Hsu, Hsu-Chao Lai, Guan-Yi Jhang, Jiun-Long Huang, Jun-Zhe Wang:
    NEST: A Novel Ensemble Method for Estimating Spatio-Temporal Gait Parameters Using Inertial Measurement Units. 319-336
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    Hawraa Nasser, Fouad Trad, Ali Chehab:
    Stacking Large Language Models is All You Need: A Case Study on Phishing Url Detection. 337-356
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    Walaa Hassan Elashmawi, Alaa F. Sheta, Basma S. Alqadi, Diaa Salama Abd Elminaam, Deema Mohammed Alsekait:
    A New Version of the Golden Eagle Optimizer Algorithm And Its Application For Solving A Trio-Objective Skillful Team Formation Problem In A Social Network. 357-384
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    Yumin Dou, Changyuan Jin, Yuqiang Dou, Haiju Fan, Xin-Ming Zhang:
    Hybrid Coyote Optimization with Differential Evolution and its Application to the Estimation of Solar Photovoltaic Cell Parameters. 385-412
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    Zenglin Qiao, Ali Asghar Heidari, Xinchao Zhao, Huiling Chen:
    An Evolutionary Neural Architecture Search Method Accelerated by Multi-Fidelity Evaluation and Genetic Decision Controller. 413-446

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