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ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I

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Journal Papers 24
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Impact of Convolutional Neural Network Architectures on Predicting the Viscosity of Water-PVP Solutions
deleteARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I
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deleteMrad, Mohamed Azouz
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SD-LSTM: A Novel Semi-decentralized LSTM Architecture for Scalable and Accurate Stock Price Prediction
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deleteLi, Peng; Senkerik, Roman; Oplatkova, Zuzana Kominkova
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Classification of Literary Epochs by TF-IDF, Transformers, and Large Language Models
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deleteWalkowiak, Tomasz
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A Centralized Federated Learning Framework with Security Aspects Against Byzantine and Sybil Attacks
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deleteJaszcz, Antoni; Wozniak, Marcin; Pleszczynski, Mariusz; Zielonka, Adam
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Approximate Importance-Based Sampling for Neural Network Training
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deleteDuda, Piotr; Wojtulewicz, Mateusz; Rutkowski, Leszek
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Neural Network Training Through Matrix Factorization
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deleteBilski, Jaroslaw; Kowalczyk, Bartosz; Kukulka, Martyna
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Automated Fusarium Head Blight Detection Using a ResNet18 Model on High-Resolution Hyperspectral UAV Images
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deleteChan, Derrick Adrian; Vadapalli, Hima; van der Haar, Dustin
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Dimensionality-Based Evaluation of Fuzzy Models Developed for High-Dimensional Data
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deleteAl-Hmouz, Rami; Pedrycz, Witold; Mansouri, Majdi; Al-Hmouz, Ahmed
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Enhancing Crop Disease Detection with Deep Learning and Hyperspectral Imaging: A Focus on Fusarium Head Blight
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deleteErdilo, Biniam Temesgen; Vadapalli, Hima; van der Haar, Dustin
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Multi-point Directional Minimization for Conjugate Gradient Algorithm
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deleteBilski, Jaroslaw; Smolag, Jacek
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Forecasting the Particulate Matter Concentration Using Autoencoders
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deleteBernacki, Jaroslaw
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One Channel is All You Need: Optimizing Hyperspectral Data for Crop Disease Detection
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deleteBuitenhuis, John Albert; Vadapalli, Hima; van der Haar, Dustin
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An LSTM and Markov Chain-Based Approach for Urban Crime Prediction
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deletePadilha, Fernanda Parizotto; Borsa, Eduardo; Scalabrin, Edson Emilio
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Evaluating Polish Linguistic and Cultural Competency in Large Language Models
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deleteDadas, Lawomir; Grebowiec, Malgorzata; Perelkiewicz, Michal; Poswiata, Rafal
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Towards Application of Multi-dimensional ACO Pheromone for Multi-criteria Optimization
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deleteStarzec, Grazyna; Starzec, Mateusz; Zajecka, Malgorzata; Dobrowolsk, Grzegorz; Byrski, Aleksander
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Prototype Learning for Classification on Spherical Manifolds and Its Relation to Quantum Classification Approaches
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deleteEngelsberger, Alexander; Psenickova, Magda; Villmann, Thomas
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Reliable Classification Learning for Medical Data Analysis Using Prototype-Based Models
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deleteVoigt, Julius; Kaden, Marika; Reussl, Lynn, V; Villmann, Thomas
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Selection of Subpopulations in the Multi-Population-Based Algorithms
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deleteLapa, Krystian; Cpalka, Krzysztof
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The Use of Fuzzy Sets to Detect Strengths Among Students
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deleteKiersztyn, Adam; Kiersztyn, Krystyna; Bis, Jakub; Jedrzejewska-Rzezak, Patrycja
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Forecasting Air Quality: A Comparative Study of Various Time Series Approaches
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deletePasupuleti, Satya Dev; Ludwig, Simone A.
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