Table of Contents

• A Synergy of Freezing and Dropout - A New Learning Strategy of Convolutional NetworksMichal Banach, Ewa Skubalska-Rafajlowicz. 3-14 [doi]
• A New Algorithm with a Line Search for Feedforward Neural Networks TrainingJaroslaw Bilski, Bartosz Kowalczyk, Jacek M. Zurada. 15-26 [doi]
• Fast Conjugate Gradient Algorithm for Feedforward Neural NetworksJaroslaw Bilski, Jacek Smolag. 27-38 [doi]
• Comparison of Text Classification Methods for Government DocumentsKonrad A. Ciecierski, Mariusz Kamola. 39-49 [doi]
• DeepCloud: An Investigation of Geostationary Satellite Imagery Frame Interpolation for Improved Temporal ResolutionLuigi Freitas Cruz, Priscila Tiemi Maeda Saito, Pedro Henrique Bugatti. 50-59 [doi]
• Are Direct Links Necessary in Random Vector Functional Link Networks for Regression?Grzegorz Dudek. 60-70 [doi]
• Artificial Intelligent Methods for the Location of Vortex PointsEwa Fraczek, Bartosz Idzkowski. 71-77 [doi]
• Optimal Fog Services Placement in SDN IoT Network Using Random Neural Networks and Cognitive Network MapPiotr Fröhlich, Erol Gelenbe. 78-89 [doi]
• Building Best Predictive Models Using ML and DL Approaches to Categorize Fashion ClothesSaid Gadri, Erich J. Neuhold. 90-102 [doi]
• Method of Real Time Calculation of Learning Rate Value to Improve Convergence of Neural Network TrainingAnton I. Glushchenko, Vladislav A. Petrov, Konstantin A. Lastochkin. 103-113 [doi]
• Application of an Improved Focal Loss in Vehicle DetectionXuanlin He, Jie Yang, Nikola K. Kasabov. 114-123 [doi]
• Concept Drift Detection Using Autoencoders in Data Streams ProcessingMaciej Jaworski, Leszek Rutkowski, Plamen Angelov 0001. 124-133 [doi]
• Explainable AI for Inspecting Adversarial Attacks on Deep Neural NetworksZuzanna Klawikowska, Agnieszka Mikolajczyk, Michal Grochowski. 134-146 [doi]
• On the Similarity Between Neural Network and Evolutionary AlgorithmLumír Kojecký, Ivan Zelinka. 147-158 [doi]
• 3D Convolutional Neural Networks for Ultrasound-Based Silent Speech InterfacesLászló Tóth 0001, Amin Honarmandi Shandiz. 159-169 [doi]
• Deep Recurrent Modelling of Stationary Bitcoin Price Formation Using the Order FlowYe-Sheen Lim, Denise Gorse. 170-179 [doi]
• 6D Pose Estimation of Texture-Less Objects on RGB Images Using CNNsVladyslav Lopatin, Bogdan Kwolek. 180-192 [doi]
• Application of Neural Networks and Graphical Representations for Musical Genre ClassificationMateusz Modrzejewski, Jakub Szachewicz, Przemyslaw Rokita. 193-202 [doi]
• Deep Learning with Data Augmentation for Fruit CountingPornntiwa Pawara, Alina Boshchenko, Lambert R. B. Schomaker, Marco A. Wiering. 203-214 [doi]
• Approximation of Fractional Order Dynamic Systems Using Elman, GRU and LSTM Neural NetworksBartosz Puchalski, Tomasz A. Rutkowski. 215-230 [doi]
• A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief NetworksMateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Clayton R. Pereira, João Paulo Papa. 231-241 [doi]
• Intestinal Parasites Classification Using Deep Belief NetworksMateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa. 242-251 [doi]
• Speaker Recognition Using SincNet and X-Vector FusionMayank Tripathi, Divyanshu Singh, Seba Susan. 252-260 [doi]
• Multiobjective Evolution for Convolutional Neural Network Architecture SearchPetra Vidnerová, Stepán Procházka, Roman Neruda. 261-270 [doi]
• Neural Network Subgraphs Correlation with Trained Model AccuracyIzajasz P. Wrosz. 271-279 [doi]
• Weighted Feature Selection Method for Improving Decisions in Milling Process DiagnosisRoman Zajdel, Maciej Kusy, Jacek Kluska, Tomasz Zabinski. 280-291 [doi]
• Generative Modeling in Application to Point Cloud CompletionMaciej Zamorski, Maciej Zieba, Jerzy Swiatek. 292-302 [doi]
• A Numerical Solution of Fully Fuzzy Distribution ProblemLudmila Dymova. 305-314 [doi]
• Nonlinear Fuzzy Modelling of Dynamic Objects with Fuzzy Hybrid Particle Swarm Optimization and Genetic AlgorithmLukasz Bartczuk, Piotr Dziwiñski, Piotr Goetzen. 315-325 [doi]
• Application of Time Series Analysis and Forecasting Methods for Enterprise Decision-ManagementAnton Romanov, Nadezhda G. Yarushkina, Aleksey A. Filippov. 326-337 [doi]
• Face Recognition with Explanation by Fuzzy Rules and Linguistic DescriptionDanuta Rutkowska, Damian Kurach, Elisabeth Rakus-Andersson. 338-350 [doi]
• Redefinition of Intuitionistic Fuzzy TOPSIS Method in the Framework of Evidence TheoryPavel V. Sevastjanov. 351-360 [doi]
• On the Performance and Complexity of Crossover in Differential Evolution AlgorithmPetr Bujok. 363-375 [doi]
• Obstacle Avoidance for Drones Based on the Self-Organizing Migrating AlgorithmQuoc Bao Diep, Thanh Cong Truong, Ivan Zelinka. 376-386 [doi]
• An Empirical Evaluation of Global Fitness Surrogate Models in Evolutionary ComputationLeonardo Ramos Emmendorfer. 387-396 [doi]
• Automatic Story Generation Based on Graph Model Using Godot EngineIwona Grabska-Gradzinska, Leszek Nowak, Ewa Grabska. 397-405 [doi]
• Cascade PID Controller Optimization Using Bison AlgorithmAnezka Kazikova, Krystian Lapa, Michal Pluhacek, Roman Senkerik. 406-416 [doi]
• Optimization of the Values of Classifiers Parameters - Is it Still Worthwhile to Deal with it?Daniel Kostrzewa, Konrad Karczewski, Robert Brzeski. 417-428 [doi]
• A Population-Based Method with Selection of a Search OperatorKrystian Lapa, Krzysztof Cpalka, Tacjana Niksa-Rynkiewicz, Lipo Wang. 429-444 [doi]
• A Markov Process Approach to Redundancy in Genetic AlgorithmsWojciech Rafajlowicz. 445-453 [doi]
• Fuzzy Control of Exploration and Exploitation Trade-Off with On-Line Convergence Rate Estimation in Evolutionary AlgorithmsAdam Slowik. 454-463 [doi]
• An Improved Local Search Genetic Algorithm with Multi-crossover for Job Shop Scheduling ProblemMonique Simplicio Viana, Orides Morandin Junior, Rodrigo Colnago Contreras. 464-479 [doi]
• Signature Partitioning Using Selected Population-Based AlgorithmsMarcin Zalasinski, Krzysztof Cpalka, Tacjana Niksa-Rynkiewicz, Yoichi Hayashi. 480-488 [doi]
• Breast Cancer Classification from Histopathological Images Using Transfer Learning and Deep Neural NetworksAbdulrahman Aloyayri, Adam Krzyzak. 491-502 [doi]
• Visualization of Membership Distribution in Strings Using Heat MapsLukasz Culer, Olgierd Unold. 503-513 [doi]
• Random Projection in the Presence of Concept Drift in Supervised EnvironmentsMoritz Heusinger, Frank-Michael Schleif. 514-524 [doi]
• Brazilian Lyrics-Based Music Genre Classification Using a BLSTM NetworkRaul de Araújo Lima, Rômulo César Costa de Sousa, Hélio Lopes, Simone Diniz Junqueira Barbosa. 525-534 [doi]
• Machine Learning for Web Intrusion Detection: A Comparative Analysis of Feature Selection Methods mRMR and PFIThiago José Lucas, Carlos Alexandre Carvalho Tojeiro, Rafael Goncalves Pires, Kelton Augusto Pontara da Costa, João Paulo Papa. 535-546 [doi]
• A Mathematical Model for Optimum Error-Reject Trade-Off for Learning of Secure Classification Models in the Presence of Label Noise During TrainingSeyedfakhredin Musavishavazi, Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann. 547-554 [doi]
• Grid-Based Approach to Determining Parameters of the DBSCAN AlgorithmArtur Starczewski, Andrzej Cader. 555-565 [doi]
• Particle Classification Based on Movement Behavior in IPSO Stochastic ModelKrzysztof Wójcik, Tomasz Kulpa, Krzysztof Trojanowski. 566-575 [doi]
• Combination of Active and Random Labeling Strategy in the Non-stationary Data Stream ClassificationPawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak 0001. 576-585 [doi]
• The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological InvarianceÓscar Álvarez-Machancoses, Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski. 589-598 [doi]
• Predicting Coronary Artery Calcium Score from Retinal Fundus Photographs Using Convolutional Neural NetworksSooah Cho, Su Jeong Song, Joonseok Lee, Jieun Song, Min-Soo Kim, Minyoung Lee, Joonho Lee. 599-612 [doi]
• Mesh Geometric Parameters for Modeling Signal Transmission in the Presynaptic BoutonMaciej Gierdziewicz. 613-625 [doi]
• Instance Segmentation of Densely Packed Cells Using a Hybrid Model of U-Net and Mask R-CNNTomasz K. Konopczynski, Ron Heiman, Piotr Woznicki, Pawel Gniewek, Marie-Cécilia Duvernoy, Oskar Hallatschek, Jürgen Hesser. 626-635 [doi]
• Blue-White Veil Classification in Dermoscopy Images of the Skin Lesions Using Convolutional Neural NetworksPiotr Milczarski, Lukasz Was. 636-645 [doi]
• Automatic Generation of Parallel Cache-Efficient Code Implementing Zuker's RNA FoldingMarek Palkowski, Wlodzimierz Bielecki, Mateusz Gruzewski. 646-654 [doi]
• Semantic Classifier Approach to Document ClassificationPiotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek. 657-667 [doi]
• A Parallel and Distributed Topological Approach to 3D IC Optimal Layout DesignKatarzyna Grzesiak-Kopec, Maciej Ogorzalek. 668-678 [doi]
• From Victim to Survivor: A Multilayered Adaptive Mental Network Model of a Bully VictimFakhra Jabeen, Charlotte Gerritsen, Jan Treur. 679-689 [doi]
• Faster Convention Emergence by Avoiding Local Conventions in Reinforcement Social LearningMuzi Liu, Ho-Fung Leung, Jianye Hao. 690-701 [doi]
• Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX NetworkOlusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap. 702-711 [doi]
• Ensemble Forecasting of Monthly Electricity Demand Using Pattern Similarity-Based MethodsPawel Pelka, Grzegorz Dudek. 712-723 [doi]