Table of Contents

• A Novel Approach to the GQR Algorithm for Neural Networks TrainingJaroslaw Bilski, Bartosz Kowalczyk. 3-11 [doi]
• On Speeding up the Levenberg-Marquardt Learning AlgorithmJaroslaw Bilski, Bartosz Kowalczyk, Jacek Smolag. 12-22 [doi]
• Reinforcement Learning with Brain-Inspired Modulation Improves Adaptation to Environmental ChangesEric Chalmers, Artur Luczak. 23-34 [doi]
• Multi-Agent Deep Q-Network in Voxel-Based Automated Electrical RoutingTizian Dagner, Rafael Parzeller, Selin Kesler. 35-45 [doi]
• The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming ApproachPiotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski. 46-55 [doi]
• Training Neural Tensor Networks with Corrupted RelationsTristan Falck, Duncan Coulter. 56-67 [doi]
• Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card GameLukasz Galka, Pawel Karczmarek, Dariusz Czerwinski. 68-77 [doi]
• Learning Representations by Crystallized Back-Propagating ErrorsMarcus Grum. 78-100 [doi]
• Fuzzy Hyperplane Based K-SVCR Multi-class Classification with Its Applications to Stock Prediction ProblemPei-Yi Hao. 101-111 [doi]
• Dynamic Hand Gesture Recognition for Human-Robot Collaborative AssemblyBogdan Kwolek, Shinji Sako. 112-121 [doi]
• Transfer of Knowledge Among Instruments in Automatic Music TranscriptionMichal Les, Michal Wozniak 0001. 122-133 [doi]
• The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype ClassifiersMehrdad Mohannazadeh Bakhtiari, Andrea Villmann, Thomas Villmann. 134-144 [doi]
• An Interpretable Two-Layered Neural Network Structure-Based on Component-Wise ReasoningMehrdad Mohannazadeh Bakhtiari, Thomas Villmann. 145-156 [doi]
• Viscosity Estimation of Water-PVP Solutions from Droplets Using Artificial Neural Networks and Image ProcessingMohamed Azouz Mrad, Kristóf Csorba, Dorián László Galata, Zsombor Kristóf Nagy, Hassan Charaf. 157-166 [doi]
• Pruning Convolutional Filters via Reinforcement Learning with Entropy MinimizationBogdan Musat, Razvan Andonie. 167-180 [doi]
• Unsupervised Representation Learning: Target Regularization for Cross-Domain Sentiment ClassificationMichal Perelkiewicz, Rafal Poswiata, Jakub Kierzkowski. 181-192 [doi]
• Decentralized Federated Learning Loop with Constrained Trust MechanismDawid Polap, Katarzyna Prokop, Gautam Srivastava 0001, Jerry Chun-Wei Lin. 193-202 [doi]
• Learning Activation Functions for Adversarial Attack Resilience in CNNsMaghsood Salimi, Mohammad Loni, Marjan Sirjani. 203-214 [doi]
• Federated Learning for Human Activity Recognition on the MHealth DatasetSergio Sanchez, Javier Machacuay, Mario Quinde. 215-225 [doi]
• Image Classification Through Graph Neural Networks and Random WalksWilliam S. M. Silva, Priscila T. M. Saito, Pedro Henrique Bugatti. 226-235 [doi]
• Bus Route Classification for Rural Areas Using Graph Convolutional NetworksTimo Stadler, Sandra Weikl, Simon Wein, Peter Georg, Andreas Schäfer, Jan Dünnweber. 236-250 [doi]
• Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image SegmentationRoman Statkevych, Yuri G. Gordienko, Sergii G. Stirenko. 251-262 [doi]
• Transfer Learning from ImageNet to the Domain of Pigmented NeviGrzegorz Surówka. 263-273 [doi]
• Towards Detecting Freezing of Gait Events Using Wearable Sensors and Genetic ProgrammingAdane Nega Tarekegn, Faouzi Alaya Cheikh, Muhammad Sajjad, Mohib Ullah. 274-285 [doi]
• CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep LearningEder Urbinate, Fernando Itano, Emilio Del Moral Hernandez. 286-295 [doi]
• Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text LengthsTomasz Walkowiak. 296-303 [doi]
• Gates Are Not What You Need in RNNsRonalds Zakovskis, Andis Draguns, Eliza Gaile, Emils Ozolins, Karlis Freivalds. 304-324 [doi]
• Generating Image Captions in Polish Using Transformer ArchitectureMichal Zebrowski, Jacek Komorowski. 325-336 [doi]
• An Hybrid NSGA-II Algorithm for the Bi-objective Mobile Mammography Unit Routing ProblemThiago Giachetto de Araujo, Puca Huachi Vaz Penna, Marcone Jamilson Freitas Souza. 339-351 [doi]
• Controlled Refresh of the Population in Differential Evolution for Real-World ProblemsPetr Bujok, Martin Lacko, Patrik Kolenovsky. 352-362 [doi]
• A New Hybrid Particle Swarm Optimization and Evolutionary Algorithm with Self-Adaptation MechanismPiotr Dziwiñski, Lukasz Bartczuk. 363-374 [doi]
• Data Mining Car Configurator Clickstream Data to Identify Potential Consumers: A Genetic Algorithm ApproachJuan Manuel García Sánchez, Xavier Vilasís-Cardona, Alvaro Garcia-Piquer, Alexandre Lerma Martín. 375-384 [doi]
• Multi-population Algorithm Using Surrogate Models and Different Training PlansDaniel Kucharski, Krzysztof Cpalka. 385-398 [doi]
• Multi-population-based Algorithms with Different Migration Topologies and Their Improvement by Population Re-initializationKrystian Lapa. 399-414 [doi]
• Machine Learning Assisted Interactive Multi-objectives Optimization Framework: A Proposed Formulation and Method for Overtime Planning in Software Development ProjectsHammed Adeleye Mojeed, Rafal Szlapczynski. 415-426 [doi]
• Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design ProblemsSyed Kumayl Raza Moosavi, Muhammad Hamza Zafar, Seyedali Mirjalili, Filippo Sanfilippo. 427-438 [doi]
• Evolutionary-Based Generative Design for Electric Transmission TowersHugo Moreno, Pablo S. Naharro, Antonio LaTorre, José María Peña. 439-450 [doi]
• Ehnanced Grey Wolf OptimizerRadka Poláková, Daniel Valenta. 451-460 [doi]
• Security Intelligence for Real-Time Security Monitoring SoftwareAneta Poniszewska-Maranda, Radoslaw Grela, Natalia Kryvinska. 463-474 [doi]
• Examining Effects of Class Imbalance on Conditional GAN TrainingYang Chen, Dustin J. Kempton, Rafal A. Angryk. 475-486 [doi]
• Stochastic Model for Wildfire Simulation Based on the Characteristics of the Brazilian CerradoHeitor F. Ferreira, Claudiney R. Tinoco, Luiz G. A. Martins, Gina M. B. Oliveira. 487-496 [doi]
• Test Case Generator for Problems of Complete Coverage and Path Planning for Emergency Response by UAVsJakub A. Grzeszczak, Krzysztof Trojanowski, Artur Mikitiuk. 497-509 [doi]
• Application of Artificial Neural Networks in Electric Arc Furnace ModelingMaciej Klimas, Dariusz Grabowski. 510-521 [doi]
• Profiling of Webshop Users in Terms of Price SensitivityEliza Kocic, Marcin Gabryel, Milan Kocic. 522-529 [doi]
• Learning Bezier-Durrmeyer Type Descriptors for Classifying Curves - Preliminary StudiesAdam Krzyzak, Wojciech Rafajlowicz, Ewaryst Rafajlowicz. 530-541 [doi]
• Prediction Accuracy of Direction Changes with ELM, MLP and LSTM on the Example of Exchange RatesJakub Morkowski. 542-559 [doi]
• Child Tracking and Prediction of Violence on Children In Social Media Using Natural Language Processing and Machine LearningM. K. Nallakaruppan 0001, Gautam Srivastava 0001, Thippa Reddy Gadekallu, M. Praveen Kumar Reddy, Sivarama Krishnan, Dawid Polap. 560-569 [doi]
• Adequate Basis for the Data-Driven and Machine-Learning-Based IdentificationMarcel Rojahn, Maximilian Ambros, Tibebu Biru, Hermann Krallmann, Norbert Gronau, Marcus Grum. 570-588 [doi]