Abstract is missing.
- A Fast Learning Algorithm for the Multi-layer Neural NetworkJaroslaw Bilski, Bartosz Kowalczyk. 3-15 [doi]
- A New Computational Approach to the Levenberg-Marquardt Learning AlgorithmJaroslaw Bilski, Barosz Kowalczyk, Jacek Smolag. 16-26 [doi]
- Training Subjective Perception Biased Images of Vehicle Ambient Lights with Deep Belief Networks Using Backpropagation- and Enforcing-Rules SupervisedGregor Braun, Michel Brokamp, Christina Klüver. 27-38 [doi]
- An Empirical Study of Adversarial Domain Adaptation on Time Series DataSarah Hundschell, Manuel Weber, Peter Mandl 0001. 39-50 [doi]
- Human-AI Collaboration to Increase the Perception of VRAntoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava 0001, Jerry Chun-Wei Lin. 51-60 [doi]
- Portfolio Transformer for Attention-Based Asset AllocationDamian Kisiel, Denise Gorse. 61-71 [doi]
- Transfer Learning with Deep Neural Embeddings for Music Classification TasksMateusz Modrzejewski, Piotr Szachewicz, Przemyslaw Rokita. 72-81 [doi]
- Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability TechniquesMarek Pawlicki, Martin Zádník, Rafal Kozik, Michal Choras. 82-92 [doi]
- BiLSTM Deep Learning Model for Heart Problems DetectionJakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak. 93-104 [doi]
- Short Texts Representations for Legal Domain ClassificationTomasz Zymkowski, Julian Szymanski, Andrzej Sobecki, Pawel Drozda, Konrad Szalapak, Kajetan Komar-Komarowski, Rafal Scherer. 105-114 [doi]
- Synthetic Slowness Shear Well-Log Prediction Using Supervised Machine Learning ModelsHugo Tamoto, Rodrigo Colnago Contreras, Franciso Lledo dos Santos, Monique Simplicio Viana, Rafael dos Santos Gioria, Cleyton de Carvalho Carneiro. 115-130 [doi]
- ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price PredictionTran Kim Toai, Roman Senkerik, Ivan Zelinka, Adam Ulrich, Vo Thi Xuan Hanh, Vo Minh Huan. 131-143 [doi]
- Multi-objective Bayesian Optimization for Neural Architecture SearchPetra Vidnerová, Jan Kalina. 144-153 [doi]
- Multilayer Perceptrons with Banach-Like Perceptrons Based on Semi-inner Products - About Approximation CompletenessThomas Villmann, Alexander Engelsberger. 154-169 [doi]
- Similarity Fuzzy Semantic Networks and Inference. An Application to Analysis of Radical Discourse in TwitterJuan Luis Castro, Manuel Francisco. 173-181 [doi]
- An Application of Information Granules to Detect Anomalies in COVID-19 ReportsAdam Kiersztyn, Krystyna Kiersztyn, Rafal Lopucki, Patrycja Jedrzejewska-Rzezak. 182-192 [doi]
- Type-2 Fuzzy Classifier with Smooth Type-ReductionKatarzyna Nieszporek, Giorgio De Magistris, Christian Napoli, Janusz T. Starczewski. 193-202 [doi]
- A Multi-population-Based Algorithm with Different Ways of Subpopulations CooperationKrzysztof Cpalka, Krystian Lapa, Leszek Rutkowski. 205-218 [doi]
- Automated Design of Dynamic Heuristic Set Selection for Cross-Domain Selection Hyper-HeuristicsAhmed Hassan, Nelishia Pillay. 219-229 [doi]
- Evolutionary Approach to Melodic Line HarmonizationJan Mycka, Adam Zychowski, Jacek Mandziuk. 230-241 [doi]
- Using Automatic Programming to Improve Gradient Boosting for ClassificationRoland Olsson, Shubodha Acharya. 242-253 [doi]
- Forced Movement Extensions of the Particle Swarm Optimizers with Inertia WeightKrzysztof Wójcik. 254-264 [doi]
- LQ-R-SHADE: R-SHADE with Quadratic Surrogate ModelMateusz Zaborski, Jacek Mandziuk. 265-276 [doi]
- Overload Monitoring System Using Sound Analysis for Electrical MachinesNguyen Cong Phuong, Nguyen Tuan Ninh. 279-287 [doi]
- Employing Convolutional Neural Networks for Continual LearningMarcin Jasinski, Michal Wozniak. 288-297 [doi]
- Explaining Machine Learning Predictions in Botnet DetectionSean T. Miller, Curtis Busby-Earle. 298-309 [doi]
- Learning Functional Descriptors Based on the Bernstein Polynomials - Preliminary StudiesWojciech Rafajlowicz, Ewaryst Rafajlowicz, Jedrzej Wieckowski. 310-321 [doi]
- Multiscale Multifractal Detrended Analysis of Speculative Attacks Dynamics in CryptocurrenciesDavid Alaminos, M. Belén Salas. 325-339 [doi]
- A Heuristic Repair Algorithm for the Hospitals/Residents Problem with TiesSon Thanh Cao, Le Quoc Anh, Hoang Huu Viet. 340-352 [doi]
- The Impact of Data Preprocessing on Prediction EffectivenessAdam Kiersztyn, Krystyna Kiersztyn. 353-362 [doi]
- Convergence of RBF Networks Regression Function Estimates and ClassifiersAdam Krzyzak, Tomasz Galkowski, Marian Partyka. 363-376 [doi]
- A Comparative Study of Genetic Programming VariantsCry Kuranga, Nelishia Pillay. 377-386 [doi]
- Optimization of Parameterized Behavior Trees in RTS GamesTomasz Machalewski, Mariusz Marek, Adrian Ochmann. 387-398 [doi]
- Using Answer Set Programming to Improve Sensor Network LifetimeArtur Mikitiuk, Krzysztof Trojanowski, Jakub A. Grzeszczak. 399-410 [doi]
- Spectroscopy-Based Prediction of In Vitro Dissolution Profile Using Random Decision ForestsMohamed Azouz Mrad, Kristóf Csorba, Dorián László Galata, Zsombor Kristóf Nagy, Brigitta Nagy. 411-422 [doi]
- Validation of Labelling Algorithms for Abstract Argumentation Frameworks: The Case of Listing Stable ExtensionsSamer Nofal, Amani Abu Jabal, Abdullah Alfarrarjeh, Ismail Hababeh. 423-435 [doi]