Table of Contents

• Large-Scale Stabilized Multi-physics Earthquake Simulation for Digital TwinRyota Kusakabe, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne. 3-15 [doi]
• On the Design of Monte-Carlo Particle Coagulation Solver Interface: A CPU/GPU Super-Droplet Method Case Study with PySDMPiotr Bartman, Sylwester Arabas. 16-30 [doi]
• A Deep Neural Network Based on Stacked Auto-encoder and Dataset Stratification in Indoor LocationJing Zhang, Ying Su. 33-46 [doi]
• Recurrent Autoencoder with Sequence-Aware EncodingRobert Susik. 47-57 [doi]
• A Gist Information Guided Neural Network for Abstractive SummarizationYawei Kong, Lu Zhang, Can Ma. 58-71 [doi]
• Quality of Recommendations and Cold-Start Problem in Recommender Systems Based on Multi-clustersUrszula Kuzelewska. 72-86 [doi]
• Model of the Cold-Start Recommender System Based on the Petri-Markov NetsMihail Chipchagov, Evgeniy Kublik. 87-91 [doi]
• Text-Based Product Matching with Incomplete and Inconsistent Items DescriptionsSzymon Lukasik, Andrzej Michalowski, Piotr A. Kowalski, Amir H. Gandomi. 92-103 [doi]
• Unsupervised Text Style Transfer via an Enhanced Operation PipelineWanhui Qian, Jinzhu Yang, Fuqing Zhu, Yipeng Su, Songlin Hu. 104-117 [doi]
• Exemplar Guided Latent Pre-trained Dialogue GenerationMiaojin Li, Peng Fu 0008, Zheng Lin 0001, Weiping Wang 0005, Wenyu Zang. 118-132 [doi]
• Monte Carlo Winning TicketsRafal Grzeszczuk, Marcin Kurdziel. 133-139 [doi]
• Interpreting Neural Networks Prediction for a Single Instance via Random Forest Feature ContributionsAnna Palczewska, Urszula Markowska-Kaczmar. 140-153 [doi]
• A Higher-Order Adaptive Network Model to Simulate Development of and Recovery from PTSDLaila van Ments, Jan Treur. 154-166 [doi]
• Trojan Traffic Detection Based on Meta-learningZijian Jia, Yepeng Yao, Qiuyun Wang, Xuren Wang, Baoxu Liu, Zhengwei Jiang. 167-180 [doi]
• Grasp the Key: Towards Fast and Accurate Host-Based Intrusion Detection in Data CentersMengtian Gu, Biyu Zhou, Fengyang Du, Xuehai Tang, Wang Wang, Liangjun Zang, Jizhong Han, Songlin Hu. 181-194 [doi]
• MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained FeaturesJuncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang. 195-208 [doi]
• TS-Bert: Time Series Anomaly Detection via Pre-training Model BertWeixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu. 209-223 [doi]
• Relation Order Histograms as a Network Embedding ToolRadoslaw Lazarz, Michal Idzik. 224-237 [doi]
• Desensitization Due to Overstimulation: A Second-Order Adaptive Network ModelAlex Korthouwer, David Noordberg, Jan Treur. 238-249 [doi]
• A Modified Deep Q-Network Algorithm Applied to the Evacuation ProblemMarcin Skulimowski. 250-256 [doi]
• Human-Like Storyteller: A Hierarchical Network with Gated Memory for Visual StorytellingLu Zhang, Yawei Kong, Fang Fang, Cong Cao, Yanan Cao, Yanbing Liu, Can Ma. 257-270 [doi]
• Discriminative Bayesian Filtering for the Semi-supervised Augmentation of Sequential Observation DataMichael C. Burkhart. 271-283 [doi]
• TSAX is TrendingMuhammad Marwan Muhammad Fuad. 284-296 [doi]
• MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer ReviewsJan Kocon, Piotr Milkowski, Kamil Kanclerz. 297-312 [doi]
• Outlier Removal for Isogeometric Spectral Approximation with the Optimally-Blended QuadraturesQuanling Deng, Victor M. Calo. 315-328 [doi]
• Socio-cognitive Evolution StrategiesAleksandra Urbanczyk, Bartosz Nowak, Patryk Orzechowski, Jason H. Moore, Marek Kisiel-Dorohinicki, Aleksander Byrski. 329-342 [doi]
• Effective Solution of Ill-Posed Inverse Problems with Stabilized Forward SolverMarcin Los, Robert Schaefer, Maciej Smolka. 343-357 [doi]
• Supermodeling - A Meta-procedure for Data Assimilation and Parameters EstimationLeszek Siwik, Marcin Los, Witold Dzwinel. 358-372 [doi]
• AI-Accelerated CFD Simulation Based on OpenFOAM and CPU/GPU ComputingKrzysztof Rojek, Roman Wyrzykowski, Pawel Gepner. 373-385 [doi]
• An Application of a Pseudo-Parabolic Modeling to Texture Image RecognitionJoão Batista Florindo, Eduardo Abreu. 386-397 [doi]
• A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport ProblemsEduardo Abreu, João Batista Florindo. 398-411 [doi]
• Agent-Based Modeling of Social Phenomena for High Performance Distributed SimulationsMateusz Paciorek, Wojciech Turek. 412-425 [doi]
• Automated Method for Evaluating Neural Network's Attention FocusTomasz Szandala, Henryk Maciejewski. 426-436 [doi]
• Machine Learning Control Design for Elastic Composite MaterialsSebastián Ossandón, Mauricio Barrientos, Camilo Reyes. 437-451 [doi]
• Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma SimulationsNigel Tan, Robert F. Bird, Guangye Chen, Michela Taufer. 452-465 [doi]
• Deep Learning for Prediction of Complex Geology Ahead of DrillingKristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed Elsheikh. 466-479 [doi]
• Controlling Costs in Feature Selection: Information Theoretic ApproachPawel Teisseyre, Tomasz Klonecki. 483-496 [doi]
• How Fast Vaccination Can Control the COVID-19 Pandemic in Brazil?Rafael Sachetto Oliveira, Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira, Bernardo Martins Rocha, Ruy Freitas Reis, Bárbara de Melo Quintela, Marcelo Lobosco, Rodrigo Weber dos Santos. 497-510 [doi]
• Uncertainty Quantification of Tissue Damage Due to Blood Velocity in Hyperthermia Cancer TreatmentsBruno Rocha Guedes, Marcelo Lobosco, Rodrigo Weber dos Santos, Ruy Freitas Reis. 511-524 [doi]
• EEG-Based Emotion Recognition - Evaluation Methodology RevisitedSlawomir Opalka, Bartlomiej Stasiak, Agnieszka Wosiak, Aleksandra Dura, Adam Wojciechowski. 525-539 [doi]
• Modeling the Electromechanics of a Single Cardiac MyocyteAnna Luisa de Aguiar Bergo Coelho, Ricardo Silva Campos, João Gabriel Rocha Silva, Carolina Ribeiro Xavier, Rodrigo Weber dos Santos. 540-550 [doi]
• Towards Mimetic Membrane Systems in Molecular Dynamics: Characteristics of E. Coli Membrane SystemMateusz Rzycki, Sebastian Kraszewski, Dominik Drabik. 551-563 [doi]
• PathMEx: Pathway-Based Mutual Exclusivity for Discovering Rare Cancer Driver MutationsYahya Bokhari, Tomasz Arodz. 564-577 [doi]
• Serverless Nanopore Basecalling with AWS LambdaPiotr Grzesik, Dariusz Mrozek. 578-586 [doi]
• A Software Pipeline Based on Sentiment Analysis to Analyze Narrative Medicine TextsIleana Scarpino, Chiara Zucco, Mario Cannataro. 587-593 [doi]