Table of Contents

• Soft Confusion Matrix Classifier for Stream ClassificationPawel Trajdos, Marek Kurzynski. 3-17 [doi]
• Some Proposal of the High Dimensional PU Learning Classification ProcedureKonrad Furmanczyk, Marcin Dudzinski, Diana Dziewa-Dawidczyk. 18-25 [doi]
• Classifying Functional Data from Orthogonal Projections - Model, Properties and Fast ImplementationEwa Skubalska-Rafajlowicz, Ewaryst Rafajlowicz. 26-39 [doi]
• Clustering and Weighted Scoring Algorithm Based on Estimating the Number of ClustersJakub Klikowski, Robert Burduk. 40-49 [doi]
• Exact Searching for the Smallest Deterministic AutomatonWojciech Wieczorek, Lukasz Strak, Arkadiusz Nowakowski, Olgierd Unold. 50-63 [doi]
• Learning Invariance in Deep Neural NetworksHan Zhang, Tomasz Arodz. 64-74 [doi]
• Mimicking Learning for 1-NN ClassifiersPrzemyslaw Sliwinski, Pawel Wachel, Jerzy W. Rozenblit. 75-80 [doi]
• Application of Multi-objective Optimization to Feature Selection for a Difficult Data Classification TaskJoanna Grzyb, Mariusz Topolski, Michal Wozniak 0001. 81-94 [doi]
• Deep Embedding Features for Action Recognition on Raw Depth MapsJacek Trelinski, Bogdan Kwolek. 95-108 [doi]
• Analysis of Variance Application in the Construction of Classifier Ensemble Based on Optimal Feature Subset for the Task of Supporting Glaucoma DiagnosisDominika Sulot, Pawel Zyblewski, Pawel Ksieniewicz. 109-117 [doi]
• Multi-objective Evolutionary Undersampling Algorithm for Imbalanced Data ClassificationSzymon Wojciechowski. 118-127 [doi]
• Missing Value Imputation Method Using Separate Features Nearest Neighbors AlgorithmTomasz Orczyk, Rafal Doroz, Piotr Porwik. 128-141 [doi]
• On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution DetectionTomasz Walkowiak, Kamil Szyc, Henryk Maciejewski. 142-155 [doi]
• Clustering-Based Ensemble Pruning in the Imbalanced Data ClassificationPawel Zyblewski. 156-171 [doi]
• Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority ClassMalgorzata Bach, Aleksandra Werner. 172-186 [doi]
• Predictability Classes for Forecasting Clients Behavior by Transactional DataElizaveta Stavinova, Klavdiya Bochenina, Petr Chunaev. 187-199 [doi]
• A Non-intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in SmartphonesSai Vishwanath Venkatesh, D. Prasannakumaran, Joish J. Bosco, Pravin Kumaar R, Vineeth Vijayaraghavan. 200-213 [doi]
• Analysis of Semestral Progress in Higher Technical Education with HMM ModelsEwa Lach, Damian Grzechca, Andrzej Polanski, Jerzy Rutkowski, Michal Staniszewski. 214-228 [doi]
• Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object ClassificationJakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer. 229-241 [doi]
• Grid-Based Concise Hash for Solar ImagesRafal Grycuk, Rafal Scherer. 242-254 [doi]
• Machine Learning Algorithms for Conversion of CVSS Base Score from 2.0 to 3.xMaciej Nowak, Michal Walkowski, Slawomir Sujecki. 255-269 [doi]
• Applicability of Machine Learning to Short-Term Prediction of Changes in the Low Voltage Electricity Distribution NetworkPiotr Cofta, Tomasz Marciniak, Krzysztof Palczynski. 270-277 [doi]
• A Model for Urban Social NetworksStefano Guarino, Enrico Mastrostefano, Alessandro Celestini, Massimo Bernaschi, Marco Cianfriglia, Davide Torre, Lena Rebecca Zastrow. 281-294 [doi]
• Three-State Opinion Q-Voter Model with Bounded ConfidenceWojciech Radosz, Maciej Doniec. 295-301 [doi]
• The Evolution of Political Views Within the Model with Two Binary OpinionsMagdalena Golebiowska, Katarzyna Sznajd-Weron. 302-308 [doi]
• How to Reach Consensus? Better Disagree with Your NeighborTomasz Weron, Katarzyna Sznajd-Weron. 309-315 [doi]
• Efficient Calibration of a Financial Agent-Based Model Using the Method of Simulated MomentsPiotr Zegadlo. 316-329 [doi]
• A Method for Improving Word Representation Using Synonym InformationHuyen Trang Phan, Ngoc Thanh Nguyen, Javokhir Musaev, Dosam Hwang. 333-346 [doi]
• Fast Approximate String Search for WikificationSzymon Olewniczak, Julian Szymanski. 347-361 [doi]
• ASH: A New Tool for Automated and Full-Text Search in Systematic Literature ReviewsMarek Sosnicki, Lech Madeyski. 362-369 [doi]
• A Voice-Based Travel Recommendation System Using Linked Open DataKrzysztof Kutt, Sebastian Skoczen, Grzegorz J. Nalepa. 370-377 [doi]
• Learning from Imbalanced Data Streams Based on Over-Sampling and Instance SelectionIreneusz Czarnowski. 378-391 [doi]
• Computational Intelligence Techniques for Assessing Data Quality: Towards Knowledge-Driven ProcessingNunik Afriliana, Dariusz Król 0001, Ford Lumban Gaol. 392-405 [doi]
• The Power of a Collective: Team of Agents Solving Instances of the Flow Shop and Job Shop ProblemsPiotr Jedrzejowicz, Izabela Wierzbowska. 406-419 [doi]
• Bagging and Single Decision Tree Approaches to Dispersed DataMalgorzata Przybyla-Kasperek, Samuel Aning. 420-427 [doi]
• An Intelligent Social Collective with Facebook-Based CommunicationMarcin Maleszka. 428-439 [doi]
• Multi-agent Spatial SIR-Based Modeling and Simulation of Infection Spread ManagementAmelia Badica, Costin Badica, Maria Ganzha, Mirjana Ivanovic, Marcin Paprzycki. 440-453 [doi]
• Multi-criteria Seed Selection for Targeted Influence Maximization Within Social NetworksArtur Karczmarczyk, Jaroslaw Jankowski, Jaroslaw Watróbski. 454-461 [doi]
• An Adaptive Network Model of Attachment TheoryAudrey Hermans, Selma Muhammad, Jan Treur. 462-475 [doi]
• Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent TherapyVladislav V. Pavlovskii, Ilia V. Derevitskii, Sergey V. Kovalchuk. 479-493 [doi]
• Towards Cost-Effective Treatment of Periprosthetic Joint Infection: From Statistical Analysis to Markov ModelsYulia E. Kaliberda, Vasiliy N. Leonenko, Vasiliy A. Artyukh. 494-505 [doi]
• Optimization of Selection of Tests in Diagnosing the Patient by General PractitionerJan Magott, Irena Wikiera-Magott. 506-513 [doi]
• Simulation of Burnout Processes by a Multi-order Adaptive Network ModelLouis Weyland, Wiebe Jelsma, Jan Treur. 514-527 [doi]
• Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State RecognitionAleksandra Dura, Agnieszka Wosiak, Bartlomiej Stasiak, Adam Wojciechowski, Jan Rogowski. 528-541 [doi]
• Theory of Mind Helps to Predict Neurodegenerative Processes in Parkinson's DiseaseAndrzej W. Przybyszewski. 542-555 [doi]
• Regaining Cognitive Control: An Adaptive Computational Model Involving Neural Correlates of Stress, Control and InterventionNimat Ullah, Jan Treur. 556-569 [doi]
• MAM: A Metaphor-Based Approach for Mental Illness DetectionDongyu Zhang, Nan Shi, Ciyuan Peng, Abdul Aziz, Wenhong Zhao, Feng Xia 0001. 570-583 [doi]
• Feature Engineering with Process Mining Technique for Patient State PredictionsLiubov Elkhovskaya, Sergey V. Kovalchuk. 584-592 [doi]
• Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial NetworksAlexander Semiletov, Aleksandra Vatian, Maksim Krychkov, Natalia Khanzhina, Anton Klochkov, Aleksey Zubanenko, Roman Soldatov, Anatoly Shalyto, Natalia F. Gusarova. 593-608 [doi]
• Deep Convolutional Neural Networks in Application to Kidney Segmentation in the DCE-MR ImagesArtur Klepaczko, Eli Eikefjord, Arvid Lundervold. 609-622 [doi]
• Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular DataKsenia Balabaeva, Sergey V. Kovalchuk. 623-633 [doi]
• Side Effect Alerts Generation from EHR in PolishWojciech Jaworski, Malgorzata Marciniak, Agnieszka Mykowiecka 0001. 634-647 [doi]
• des-ist: A Simulation Framework to Streamline Event-Based In Silico TrialsMax van der Kolk, Claire Miller, Raymond Padmos, Victor Azizi, Alfons G. Hoekstra. 648-654 [doi]
• Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based ModelJunjiang Li, Philippe J. Giabbanelli. 655-662 [doi]
• Modeling Co-circulation of Influenza Strains in Heterogeneous Urban Populations: The Role of Herd Immunity and Uncertainty FactorsVasiliy N. Leonenko. 663-669 [doi]
• Two-Way Coupling Between 1D Blood Flow and 3D Tissue Perfusion ModelsRaymond M. Padmos, Tamás I. Józsa, Wahbi K. El-Bouri, Gábor Závodszky, Stephen J. Payne, Alfons G. Hoekstra. 670-683 [doi]
• Applying DCT Combined Cepstrum for the Assessment of the Arteriovenous Fistula ConditionMarcin Grochowina, Lucyna Leniowska. 684-692 [doi]
• Electrocardiogram Quality Assessment with AutoencoderJan Garus, Mateusz Pabian, Marcin Wisniewski, Bartlomiej Sniezynski. 693-706 [doi]
• Stenosis Assessment via Volumetric Flow Rate CalculationAndrey I. Svitenkov, Pavel S. Zun, Oleg A. Shramko. 707-718 [doi]
• Fuzzy Ontology for Patient Emergency Department TriageKhouloud Fakhfakh, Sarah Ben Othman, Laetitia Jourdan, Grégoire Smith, Jean-Marie Renard, Slim Hammadi, Hayfa Zgaya-Biau. 719-734 [doi]
• Ontology-Based Decision Support System for Dietary Recommendations for Type 2 Diabetes MellitusMaria Nisheva-Pavlova, Iliyan Mihaylov, Stoian Hadzhiyski, Dimitar Vassilev. 735-741 [doi]