Table of Contents

• Balancing Agents for Mining Imbalanced Multiclass Datasets - Performance EvaluationJoanna Jedrzejowicz, Piotr Jedrzejowicz. 3-16 [doi]
• Decision Tree-Based Algorithms for Detection of Damage in AIS DataMarta Szarmach, Ireneusz Czarnowski. 17-32 [doi]
• The Role of Conformity in Opinion Dynamics Modelling with Multiple Social CirclesStanislaw Stepien, Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski. 33-47 [doi]
• Impact of Input Data Preparation on Multi-criteria Decision Analysis ResultsJaroslaw Watróbski, Aleksandra Baczkiewicz, Robert Król. 48-55 [doi]
• Automating the Analysis of Institutional Design in International AgreementsAnna Wróblewska, Bartosz Pielinski, Karolina Seweryn, Sylwia Sysko-Romanczuk, Karol Saputa, Aleksandra Wichrowska, Hanna Schreiber. 59-73 [doi]
• Modeling Mechanisms of School Segregation and Policy Interventions: A Complexity PerspectiveEric Dignum, Willem Boterman, Andreas Flache, Mike Lees. 74-89 [doi]
• An Approach for Probabilistic Modeling and Reasoning of Voting NetworksDouglas de O. Cardoso, Willian P. C. Lima, Guilherme G. V. L. Silva, Laura S. de Assis. 90-104 [doi]
• An Analysis of Political Parties Cohesion Based on Congressional SpeechesWillian P. C. Lima, Lucas C. Marques, Laura S. de Assis, Douglas de O. Cardoso. 105-119 [doi]
• Comparative Study of Meta-heuristic Algorithms for Damage Detection ProblemKamel Belhadj, Najeh Ben Guedria, Ali Helali, Omar Anis Harzallah, Chokri Bouraoui, Lhassane Idoumghar. 123-137 [doi]
• Estimation of the Impact of COVID-19 Pandemic Lockdowns on Breast Cancer Deaths and Costs in Poland Using Markovian Monte Carlo SimulationMagdalena Dul, Michal K. Grzeszczyk, Ewelina Nojszewska, Arkadiusz Sitek. 138-152 [doi]
• Machine Learning for Risk Stratification of Diabetic Foot Ulcers Using BiomarkersKyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie. 153-161 [doi]
• A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-HorizonsWojciech Lesinski, Witold R. Rudnicki. 162-169 [doi]
• Supervised Machine Learning Techniques Applied to Medical Records Toward the Diagnosis of Rare Autoimmune DiseasesPedro Emilio Andrade Martins, Márcio Eloi Colombo Filho, Ana Clara de Andrade Mioto, Filipe Andrade Bernardi, Vinícius Costa Lima, Têmis Maria Félix, Domingos Alves. 170-184 [doi]
• Handwriting Analysis AI-Based System for Assisting People with DysgraphiaRicha Gupta, Deepti Mehrotra, Redouane Bouhamoum, Maroua Masmoudi, Hajer Baazaoui Zghal. 185-199 [doi]
• Universal Machine-Learning Processing Pattern for Computing in the Video-OculographyAlbert Sledzianowski, Jerzy Pawel Nowacki, Konrad Sitarz, Andrzej W. Przybyszewski. 200-212 [doi]
• RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning TechniquesDmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk. 213-227 [doi]
• Named Entity Recognition for De-identifying Real-World Health Records in SpanishGuillermo López-García, Francisco J. Moreno-Barea, Héctor Mesa, José M. Jerez, Nuria Ribelles, Emilio Alba, Francisco J. Veredas. 228-242 [doi]
• Discovering Process Models from Patient NotesRolf B. Bänziger, Artie Basukoski, Thierry J. Chaussalet. 243-249 [doi]
• Knowledge Hypergraph-Based Multidimensional Analysis for Natural Language Queries: Application to Medical DataSana Ben Abdallah Ben Lamine, Marouane Radaoui, Hajer Baazaoui Zghal. 250-257 [doi]
• Coupling Between a Finite Element Model of Coronary Artery Mechanics and a Microscale Agent-Based Model of Smooth Muscle Cells Through Trilinear InterpolationAleksei Fotin, Pavel Zun. 258-269 [doi]
• Does Complex Mean Accurate: Comparing COVID-19 Propagation Models with Different Structural ComplexityIsrael Huaman, Vasiliy N. Leonenko. 270-277 [doi]
• Multi-granular Computing Can Predict Prodromal Alzheimer's Disease Indications in Normal SubjectsAndrzej W. Przybyszewski. 278-285 [doi]
• Accounting for Data Uncertainty in Modeling Acute Respiratory Infections: Influenza in Saint Petersburg as a Case StudyKseniya Sahatova, Aleksandr Kharlunin, Israel Huaman, Vasiliy N. Leonenko. 286-299 [doi]
• A Web Portal for Real-Time Data Quality Analysis on the Brazilian Tuberculosis Research Network: A Case StudyVictor Cassão, Filipe Andrade Bernardi, Vinícius Costa Lima, Giovane Thomazini Soares, Newton Shydeo Brandão Miyoshi, Ana Clara de Andrade Mioto, Afrânio Lineu Kritski, Domingos Alves. 300-312 [doi]
• Use of Decentralized-Learning Methods Applied to Healthcare: A Bibliometric AnalysisCarolina Ameijeiras-Rodriguez, Rita Rb-Silva, José Miguel Diniz, Júlio Souza, Alberto Freitas. 313-320 [doi]
• Simulating Initial Steps of Platelet Aggregate Formation in a Cellular Blood Flow EnvironmentChristian Spieker, Konstantinos Asteriou, Gábor Závodszky. 323-336 [doi]
• Estimating Parameters of 3D Cell Model Using a Bayesian Recursive Global Optimizer (BaRGO)Pietro Miotti, Edoardo Filippi-Mazzola, Ernst C. Wit, Igor V. Pivkin. 337-344 [doi]
• A Novel High-Throughput Framework to Quantify Spatio-Temporal Tumor Clonal DynamicsSelami Baglamis, Joyaditya Saha, Maartje van der Heijden, Daniël M. Miedema, Démi van Gent, Przemek M. Krawczyk, Louis Vermeulen, Vivek M. Sheraton. 345-359 [doi]
• Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution ManagementAnna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson. 363-377 [doi]
• Dynamic Core Binding for Load Balancing of Applications Parallelized with MPI/OpenMPMasatoshi Kawai, Akihiro Ida, Toshihiro Hanawa, Kengo Nakajima. 378-394 [doi]
• Surrogate-Assisted Ship Route OptimisationRoman Debski, Rafal Drezewski. 395-409 [doi]
• Optimization of Asynchronous Logging Kernels for a GPU Accelerated CFD SolverPaul Zehner, Atsushi Hashimoto. 410-424 [doi]
• Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential SamplingPavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska. 425-438 [doi]
• Optimal Knots Selection in Fitting Degenerate Reduced DataRyszard Kozera, Lyle Noakes. 439-453 [doi]
• A Case Study of the Profit-Maximizing Multi-Vehicle Pickup and Delivery Selection Problem for the Road Networks with the Integratable NodesAolong Zha, Qiong Chang, Naoto Imura, Katsuhiro Nishinari. 454-468 [doi]
• Symbolic-Numeric Computation in Modeling the Dynamics of the Many-Body System TRAPPISTAlexander Chichurin, Alexander N. Prokopenya, Mukhtar Zh. Minglibayev, Aiken Kosherbayeva. 469-482 [doi]
• Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression TransformationsMichel Schanen, Sri Hari Krishna Narayanan, Sarah Williamson, Valentin Churavy, William S. Moses, Ludger Paehler. 483-497 [doi]
• Performance of Selected Nature-Inspired Metaheuristic Algorithms Used for Extreme Learning MachineKarol Struniawski, Ryszard Kozera, Aleksandra Konopka. 498-512 [doi]
• Simulation‒Based Optimisation Model as an Element of a Digital Twin Concept for Supply Chain Inventory ControlBozena Mielczarek, Maja Gora, Anna Dobrowolska. 513-527 [doi]
• Semi-supervised Learning Approach to Efficient Cut Selection in the Branch-and-Cut FrameworkJia He Sun, Salimur Choudhury. 528-535 [doi]
• Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural NetworksPavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska. 536-547 [doi]
• Hierarchical Learning to Solve PDEs Using Physics-Informed Neural NetworksJihun Han, Yoonsang Lee 0002. 548-562 [doi]
• SPMD-Based Neural Network Simulation with GolangDaniela Kalwarowskyj, Erich Schikuta. 563-570 [doi]
• Low-Cost Behavioral Modeling of Antennas by Dimensionality Reduction and Domain ConfinementSlawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson. 571-579 [doi]
• Real-Time Reconstruction of Complex Flow in Nanoporous Media: Linear vs Non-linear DecodingEmmanuel Akeweje, Andrey Olhin, Vsevolod Avilkin, Aleksey Vishnyakov, Maxim Panov. 580-594 [doi]
• Model of Perspective Distortions for a Vision Measuring System of Large-Diameter Bent PipesKrzysztof Borkowski, Dariusz Janecki, Jaroslaw Zwierzchowski. 595-609 [doi]
• Outlier Detection Under False Omission Rate ControlAdam Wawrzenczyk, Jan Mielniczuk. 610-625 [doi]
• Minimal Path Delay Leading Zero Counters on Xilinx FPGAsGregory Morse, Tamás Kozsik, Peter Rakyta. 626-640 [doi]
• Reduction of the Computational Cost of Tuning Methodology of a Simulator of a Physical SystemMariano Trigila, Adriana Gaudiani, Alvaro Wong, Dolores Rexachs, Emilio Luque. 641-651 [doi]
• A Hypergraph Model and Associated Optimization Strategies for Path Length-Driven Netlist PartitioningJulien Rodriguez, François Galea, François Pellegrini, Lilia Zaourar. 652-660 [doi]
• Graph TopoFilter: A Method for Noisy Labels Detection for Graph-Structured ClassesArtur Budniak, Tomasz Kajdanowicz. 661-667 [doi]
• Dynamic Data Replication for Short Time-to-Completion in a Data GridRalf Vamosi, Erich Schikuta. 668-675 [doi]
• Detection of Anomalous Days in Energy Demand Using Leading Point Multi-regression ModelKrzysztof Karpio, Piotr Lukasiewicz. 676-684 [doi]