Abstract is missing.
- Financial Portfolio Construction for Quantitative Trading Using Deep Learning TechniqueRasha Abdel Kawy, Walid M. Abdelmoez, Amin A. Shoukry. 3-14 [doi]
- Factor Augmented Artificial Neural Network vs Deep Learning for Forecasting Global Liquidity DynamicsDavid Alaminos. 15-28 [doi]
- Integrate-and-Fire Neurons for Low-Powered Pattern RecognitionFlorian Bacho, Dominique Chu. 29-40 [doi]
- A New Variant of the GQR Algorithm for Feedforward Neural Networks TrainingJaroslaw Bilski, Bartosz Kowalczyk. 41-53 [doi]
- Modification of Learning Feedforward Neural Networks with the BP MethodJaroslaw Bilski, Jacek Smolag, Patryk Najgebauer. 54-65 [doi]
- Data-Driven Learning of Feedforward Neural Networks with Different Activation FunctionsGrzegorz Dudek. 66-77 [doi]
- Time-Domain Signal Synthesis with Style-Based Generative Adversarial Networks Applied to Guided WavesMateusz Heesch, Krzysztof Mendrok, Ziemowit Dworakowski. 78-88 [doi]
- A Comparison of Trend Estimators Under HeteroscedasticityJan Kalina, Petra Vidnerová, Jan Tichavský. 89-98 [doi]
- Canine Behavior Interpretation Framework Using Deep Graph ModelJongmin Lim, Donghee Kim, Kwangsu Kim. 99-110 [doi]
- Artificial Neural Network Based Empty Container Fleet ForecastJoan Meseguer Llopis, Salvador Furio Prunonosa, Miguel Llop Chabrera, Francisco J. Cubas Rodriguez. 111-123 [doi]
- Efficient Recurrent Neural Network Architecture for Musical Style TransferMateusz Modrzejewski, Konrad Bereda, Przemyslaw Rokita. 124-132 [doi]
- Impact of ELM Parameters and Investment Horizon for Currency Exchange PredictionJakub Morkowski. 133-144 [doi]
- Spectroscopy-Based Prediction of In Vitro Dissolution Profile Using Artificial Neural NetworksMohamed Azouz Mrad, Kristóf Csorba, Dorián László Galata, Zsombor Kristóf Nagy, Brigitta Nagy. 145-155 [doi]
- Possibilistic Classification Learning Based on Contrastive Loss in Learning Vector Quantizer NetworksSeyedfakhredin Musavishavazi, Marika Kaden, Thomas Villmann. 156-167 [doi]
- Convolutional Autoencoder Based Textile Defect Detection Under Unconstrained SettingDeepak Nagaraj, Pramod Vadiraja, Oliver Nalbach, Dirk Werth. 168-181 [doi]
- Clustering-Based Adaptive Self-Organizing MapDominik Olszewski. 182-192 [doi]
- Applying Machine Learning Techniques to Identify Damaged PotatoesAleksey Osipov, Andrey Filimonov, Stanislav Suvorov. 193-201 [doi]
- Quantifying the Severity of Common Rust in Maize Using Mask R-CNNNelishia Pillay, Mia Gerber, Katerina Holan, Steven A. Whitham, Dave K. Berger. 202-213 [doi]
- Federated Learning Model with Augmentation and Samples Exchange MechanismDawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak. 214-223 [doi]
- Flexible Data Augmentation in Off-Policy Reinforcement LearningAlexandra Rak, Alexey Skrynnik, Aleksandr I. Panov. 224-235 [doi]
- Polynomial Neural Forms Using Feedforward Neural Networks for Solving Differential EquationsToni Schneidereit, Michael Breuß. 236-245 [doi]
- Quantum-Hybrid Neural Vector Quantization - A Mathematical ApproachThomas Villmann, Alexander Engelsberger. 246-257 [doi]
- A Graphic CNN-LSTM Model for Stock Price PredicationJimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin. 258-268 [doi]
- Applying Convolutional Neural Networks for Stock Market Trends IdentificationEkaterina Zolotareva. 269-282 [doi]
- The Extreme Value Evolving Predictor in Multiple Time Series LearningAmanda O. C. Ayres, Fernando J. Von Zuben. 285-295 [doi]
- Towards Synthetic Multivariate Time Series Generation for Flare ForecastingYang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Rafal A. Angryk. 296-307 [doi]
- The Streaming Approach to Training Restricted Boltzmann MachinesPiotr Duda, Leszek Rutkowski, Piotr Woldan, Patryk Najgebauer. 308-317 [doi]
- Abrupt Change Detection by the Nonparametric Approach Based on Orthogonal Series EstimatesTomasz Galkowski, Adam Krzyzak. 318-327 [doi]
- Recommendation System for Signal Processing in SHMJakub Górski, Michal Dziendzikowski, Ziemowit Dworakowski. 328-337 [doi]
- Monitoring of Changes in Data Stream Distribution Using Convolutional Restricted Boltzmann MachinesMaciej Jaworski, Leszek Rutkowski, Pawel Staszewski, Patryk Najgebauer. 338-346 [doi]
- A Proposal for Hybrid Memories Management Exploring Fuzzy-Based Page Migration PolicyLizandro de Souza Oliveira, Rodrigo Costa de Moura, Guilherme Bayer Schneider, Adenauer Corrêa Yamin, Renata Hax Sander Reiser. 347-357 [doi]
- A Novel Approach to Determining the Radius of the Neighborhood Required for the DBSCAN AlgorithmArtur Starczewski. 358-368 [doi]
- A Learning Automata-Based Approach to Lifetime Optimization in Wireless Sensor NetworksJakub Gasior, Franciszek Seredynski. 371-380 [doi]
- Genetic Algorithms in Data Masking: Towards Privacy as a ServiceNoel Hendrick, Vicenç Torra. 381-391 [doi]
- Transmission of Genetic Properties in Permutation Problems: Study of Lehmer Code and Inversion Table EncodingCarine Khalil, Wahabou Abdou. 392-401 [doi]
- Population Management Approaches in the OPn AlgorithmKrystian Lapa, Krzysztof Cpalka, Adam Slowik. 402-414 [doi]
- Harris Hawks Optimisation: Using of an ArchivePetr Bujok. 415-423 [doi]
- Multiobjective Evolutionary Algorithm for Classifying Cosmic ParticlesKrzysztof Pytel. 424-433 [doi]
- A New Genetic Improvement Operator Based on Frequency Analysis for Genetic Algorithms Applied to Job Shop Scheduling ProblemMonique Simplicio Viana, Rodrigo Colnago Contreras, Orides Morandin Junior. 434-450 [doi]
- Decision-Making Problems with Local Extremes: Comparative Study CaseBartlomiej Kizielewicz, Andrii Shekhovtsov, Wojciech Salabun, Andrzej Piegat. 453-462 [doi]
- Intelligent Virtual Environments with Assessment of User ExperiencesAhmet Köse, Aleksei Tepljakov, Eduard Petlenkov. 463-474 [doi]
- Intelligent Performance Prediction for PowerliftingWojciech Rafajlowicz, Joanna Marszalek. 475-484 [doi]
- Learning Shape Sensitive Descriptors for Classifying Functional DataWojciech Rafajlowicz, Ewaryst Rafajlowicz. 485-495 [doi]
- An Approach to Contextual Time Series AnalysisAnton Romanov, Aleksey A. Filippov, Nadezhda G. Yarushkina. 496-505 [doi]
- Simulation Analysis of Tunnel Vision Effect in Crowd EvacuationAkira Tsurushima. 506-518 [doi]