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ORCIDICCS 2021: Krakow, Poland
- Maciej Paszynski
, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot:
Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12743, Springer 2021, ISBN 978-3-030-77963-4
Advances in High-Performance Computational Earth Sciences: Applications and Frameworks
- Ryota Kusakabe, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne:
Large-Scale Stabilized Multi-physics Earthquake Simulation for Digital Twin. 3-15 - Piotr Bartman, Sylwester Arabas:
On the Design of Monte-Carlo Particle Coagulation Solver Interface: A CPU/GPU Super-Droplet Method Case Study with PySDM. 16-30
Applications of Computational Methods in Artificial Intelligence and Machine Learning
- Jing Zhang, Ying Su:
A Deep Neural Network Based on Stacked Auto-encoder and Dataset Stratification in Indoor Location. 33-46 - Robert Susik:
Recurrent Autoencoder with Sequence-Aware Encoding. 47-57 - Yawei Kong, Lu Zhang, Can Ma:
A Gist Information Guided Neural Network for Abstractive Summarization. 58-71 - Urszula Kuzelewska:
Quality of Recommendations and Cold-Start Problem in Recommender Systems Based on Multi-clusters. 72-86 - Mihail Chipchagov, Evgeniy Kublik:
Model of the Cold-Start Recommender System Based on the Petri-Markov Nets. 87-91 - Szymon Lukasik, Andrzej Michalowski, Piotr A. Kowalski, Amir H. Gandomi:
Text-Based Product Matching with Incomplete and Inconsistent Items Descriptions. 92-103 - Wanhui Qian, Jinzhu Yang, Fuqing Zhu, Yipeng Su, Songlin Hu:
Unsupervised Text Style Transfer via an Enhanced Operation Pipeline. 104-117 - Miaojin Li, Peng Fu, Zheng Lin, Weiping Wang, Wenyu Zang:
Exemplar Guided Latent Pre-trained Dialogue Generation. 118-132 - Rafal Wojciech Grzeszczuk, Marcin Kurdziel:
Monte Carlo Winning Tickets. 133-139 - Anna Palczewska, Urszula Markowska-Kaczmar:
Interpreting Neural Networks Prediction for a Single Instance via Random Forest Feature Contributions. 140-153 - Laila van Ments, Jan Treur:
A Higher-Order Adaptive Network Model to Simulate Development of and Recovery from PTSD. 154-166 - Zijian Jia, Yepeng Yao, Qiuyun Wang, Xuren Wang, Baoxu Liu, Zhengwei Jiang:
Trojan Traffic Detection Based on Meta-learning. 167-180 - Mengtian Gu, Biyu Zhou, Fengyang Du, Xuehai Tang, Wang Wang, Liangjun Zang, Jizhong Han, Songlin Hu:
Grasp the Key: Towards Fast and Accurate Host-Based Intrusion Detection in Data Centers. 181-194 - Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang:
MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features. 195-208 - Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu:
TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert. 209-223 - Radoslaw Lazarz, Michal Idzik:
Relation Order Histograms as a Network Embedding Tool. 224-237 - Alex Korthouwer, David Noordberg, Jan Treur:
Desensitization Due to Overstimulation: A Second-Order Adaptive Network Model. 238-249 - Marcin Skulimowski:
A Modified Deep Q-Network Algorithm Applied to the Evacuation Problem. 250-256 - Lu Zhang, Yawei Kong, Fang Fang, Cong Cao, Yanan Cao, Yanbing Liu, Can Ma:
Human-Like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling. 257-270 - Michael C. Burkhart:
Discriminative Bayesian Filtering for the Semi-supervised Augmentation of Sequential Observation Data. 271-283 - Muhammad Marwan Muhammad Fuad:
TSAX is Trending. 284-296 - Jan Kocon, Piotr Milkowski, Kamil Kanclerz:
MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer Reviews. 297-312
Artificial Intelligence and High-Performance Computing for Advanced Simulations
- Quanling Deng, Victor M. Calo:
Outlier Removal for Isogeometric Spectral Approximation with the Optimally-Blended Quadratures. 315-328 - Aleksandra Urbanczyk, Bartosz Nowak, Patryk Orzechowski, Jason H. Moore, Marek Kisiel-Dorohinicki, Aleksander Byrski:
Socio-cognitive Evolution Strategies. 329-342 - Marcin Los, Robert Schaefer, Maciej Smolka:
Effective Solution of Ill-Posed Inverse Problems with Stabilized Forward Solver. 343-357 - Leszek Siwik, Marcin Los, Witold Dzwinel:
Supermodeling - A Meta-procedure for Data Assimilation and Parameters Estimation. 358-372 - Krzysztof Rojek, Roman Wyrzykowski, Pawel Gepner:
AI-Accelerated CFD Simulation Based on OpenFOAM and CPU/GPU Computing. 373-385 - João Batista Florindo, Eduardo Abreu:
An Application of a Pseudo-Parabolic Modeling to Texture Image Recognition. 386-397 - Eduardo Abreu, João Batista Florindo:
A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems. 398-411 - Mateusz Paciorek, Wojciech Turek:
Agent-Based Modeling of Social Phenomena for High Performance Distributed Simulations. 412-425 - Tomasz Szandala, Henryk Maciejewski:
Automated Method for Evaluating Neural Network's Attention Focus. 426-436 - Sebastián Ossandón, Mauricio Barrientos, Camilo Reyes:
Machine Learning Control Design for Elastic Composite Materials. 437-451 - Nigel Tan, Robert F. Bird, Guangye Chen, Michela Taufer:
Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations. 452-465 - Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh:
Deep Learning for Prediction of Complex Geology Ahead of Drilling. 466-479
Biomedical and Bioinformatics Challenges for Computer Science
- Pawel Teisseyre, Tomasz Klonecki:
Controlling Costs in Feature Selection: Information Theoretic Approach. 483-496 - 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:
How Fast Vaccination Can Control the COVID-19 Pandemic in Brazil? 497-510 - Bruno Rocha Guedes, Marcelo Lobosco, Rodrigo Weber dos Santos, Ruy Freitas Reis:
Uncertainty Quantification of Tissue Damage Due to Blood Velocity in Hyperthermia Cancer Treatments. 511-524 - Slawomir Opalka, Bartlomiej Stasiak, Agnieszka Wosiak, Aleksandra Dura, Adam Wojciechowski:
EEG-Based Emotion Recognition - Evaluation Methodology Revisited. 525-539 - Anna Luisa de Aguiar Bergo Coelho, Ricardo Silva Campos, João Gabriel Rocha Silva, Carolina Ribeiro Xavier, Rodrigo Weber dos Santos:
Modeling the Electromechanics of a Single Cardiac Myocyte. 540-550 - Mateusz Rzycki, Sebastian Kraszewski, Dominik Drabik:
Towards Mimetic Membrane Systems in Molecular Dynamics: Characteristics of E. Coli Membrane System. 551-563 - Yahya Bokhari, Tomasz Arodz:
PathMEx: Pathway-Based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations. 564-577 - Piotr Grzesik, Dariusz Mrozek:
Serverless Nanopore Basecalling with AWS Lambda. 578-586 - Ileana Scarpino, Chiara Zucco, Mario Cannataro:
A Software Pipeline Based on Sentiment Analysis to Analyze Narrative Medicine Texts. 587-593
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