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22nd ICCS 2022: London, UK - Part II
- Derek Groen
, Clélia de Mulatier
Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13351, Springer 2022, ISBN 978-3-031-08753-0
ICCS 2022 Main Track Short Papers
- Michael C. Burkhart
Neuroevolutionary Feature Representations for Causal Inference. 3-10 - Julien Klaus, Mark Blacher
Compiling Linear Algebra Expressions into Efficient Code. 11-17 - Andrzej Kuzelewski
Interval Modification of the Fast PIES in Solving 2D Potential BVPs with Uncertainly Defined Polygonal Boundary Shape. 18-25 - Moritz Renkin
Validation and Optimisation of Player Motion Models in Football. 26-32 - Bartosz Balis
Auto-scaling of Scientific Workflows in Kubernetes. 33-40 - Ranjini Surendran, J. Anitha, Anastassia Angelopoulou
Transfer Learning Based Natural Scene Classification for Scene Understanding by Intelligent Machines. 41-48 - Cezary Klamra
Devulgarization of Polish Texts Using Pre-trained Language Models. 49-55 - Abhishek Kumar Singh
Data-Driven Discovery of Time Fractional Differential Equations. 56-63 - Daniel Kostrzewa
Wide Ensembles of Neural Networks in Music Genre Classification. 64-71 - Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko
MultiEmo: Language-Agnostic Sentiment Analysis. 72-79 - Tomasz Jastrzab
Particle Swarm Optimization Configures the Route Minimization Algorithm. 80-87 - Elie Saad
Practical Aspects of Zero-Shot Learning. 88-95 - Khaldoon Dhou
A Hypothetical Agent-Based Model Inspired by the Abstraction of Solitary Behavior in Tigers and Its Employment as a Chain Code for Compression. 96-102 - Dariusz Palka
Analyzing the Usefulness of Public Web Camera Video Sequences for Calibrating and Validating Pedestrian Dynamics Models. 103-109 - Luís Spínola, Daniel Castro Silva
A Highly Customizable Information Visualization Framework. 110-116 - Mahmoud Miari
Incremental Dynamic Analysis and Fragility Assessment of Buildings with Different Structural Arrangements Experiencing Earthquake-Induced Structural Pounding. 117-124 - Agnieszka Boltuc
PIES with Trimmed Surfaces for Solving Elastoplastic Boundary Problems. 125-131 - Pawel Maczuga
Linear Computational Cost Implicit Variational Splitting Solver with Non-regular Material Data for Parabolic Problems. 132-138 - Amparo Fúster-Sabater, Verónica Requena, Sara D. Cardell:
A Hadamard Matrix-Based Algorithm to Evaluate the Strength of Binary Sequences. 139-145 - Michal Jarema
Private and Public Opinions in a Model Based on the Total Dissonance Function: A Simulation Study. 146-153 - Hoai Nguyen Huynh
Analysis of Public Transport (in)accessibility and Land-Use Pattern in Different Areas in Singapore. 154-161 - Krzysztof Gdawiec
Pseudo-Newton Method with Fractional Order Derivatives. 162-168 - Jitendra Kumar Samriya
An Energy Aware Clustering Scheme for 5G-Enabled Edge Computing Based IoMT Framework. 169-176 - Changbo Tian, Yongzheng Zhang, Tao Yin:
A Framework for Network Self-evolving Based on Distributed Swarm Intelligence. 177-183 - Farzin Kazemi
Investigating an Optimal Computational Strategy to Retrofit Buildings with Implementing Viscous Dampers. 184-191 - Agnieszka Jastrzebska
ARIMA Feature-Based Approach to Time Series Classification. 192-199 - Uwe Naumann
A Note on Adjoint Linear Algebra. 200-206 - Martin Lukac
Approximate Function Classification. 207-213 - Ryo Yoda, Matthias Bolten
Acceleration of Optimized Coarse-Grid Operators by Spatial Redistribution for Multigrid Reduction in Time. 214-221 - Andrey Bezborodov, Irina Deeva:
Networks Clustering-Based Approach for Search of Reservoirs-Analogues. 222-228 - Maria Harita
KP01 Solved by an n-Dimensional Sampling and Clustering Heuristic. 229-236 - Dominik Zurek
A Deep Neural Network as a TABU Support in Solving LABS Problem. 237-243 - Wiktor Walentynowicz, Maciej Piasecki
Classification and Generation of Derivational Morpho-semantic Relations for Polish Language. 244-251 - Farzana Afrin, Margaret Hamilton
On the Explanation of AI-Based Student Success Prediction. 252-258 - Sarah Wise
The Importance of Scaling for an Agent Based Model: An Illustrative Case Study with COVID-19 in Zimbabwe. 259-265 - Minh Ngoc Dinh, Chien Trung Vo, Cuong Tan Nguyen
Phase-Field Modelling of Brittle Fracture Using Time-Series Forecasting. 266-274
Advances in High-Performance Computational Earth Sciences: Applications and Frameworks
- Yuma Kikuchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara:
Calculation of Cross-correlation Function Accelerated by Tensor Cores with TensorFloat-32 Precision on Ampere GPU. 277-290 - Peter Schwartz
Developing an ELM Ecosystem Dynamics Model on GPU with OpenACC. 291-303
Artificial Intelligence and High-Performance Computing for Advanced Simulations
- Sichao Li, Jonathan Y. C. Ting
Optimization-Free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts Using Multi-target Machine Learning. 307-318 - Jindong Wang, Jinchao Xu, Jianqing Zhu:
CNNs with Compact Activation Function. 319-327 - Kamil Doleglo, Maciej Paszynski
Deep Neural Networks and Smooth Approximation of PDEs. 328-332 - Quanling Deng:
Isogeometric Analysis of Bound States of a Quantum Three-Body Problem in 1D. 333-346 - Felipe Vinicio Caro
1D Painless Multi-level Automatic Goal-Oriented h and p Adaptive Strategies Using a Pseudo-Dual Operator. 347-357 - Felix James Pacis
Transfer Learning Approach to Prediction of Rate of Penetration in Drilling. 358-371 - Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon:
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations. 372-379 - Mateusz Dobija
Recursive Singular Value Decomposition Compression of Refined Isogeometric Analysis Matrices as a Tool to Speedup Iterative Solvers Performance. 380-393 - Tymoteusz Dobrzanski
Neural-Network Based Adaptation of Variation Operators' Parameters for Metaheuristics. 394-407 - Jacek Tchórzewski
Performance of Computing Hash-Codes with Chaotically-Trained Artificial Neural Networks. 408-421 - Mateusz Sokól, Maciej Smolka
Application of the Hierarchic Memetic Strategy HMS in Neuroevolution. 422-429
Biomedical and Bioinformatics Challenges for Computer Science
- Filip Slazyk
CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated Learning. 433-440 - Tomasz Szczepanski
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection. 441-454 - Evandro Dias Gaio
Modeling Contrast Perfusion and Adsorption Phenomena in the Human Left Ventricle. 455-468 - Riccardo Dondi, Mohammad Mehdi Hosseinzadeh, Italo Zoppis:
Dense Temporal Subgraphs in Protein-Protein Interaction Networks. 469-480 - Piotr Grzesik, Dariusz Mrozek:
Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading. 481-492 - Robert Cierniak
Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method. 493-506 - Adrianna Bielak
Musculoskeletal Model of Human Lower Limbs in Gait Simulation. 507-513 - Gustavo Resende Fatigate
Tissue Damage Control Algorithm for Hyperthermia Based Cancer Treatments. 514-525 - Chiara Zucco
Resting-State EEG Classification for PNES Diagnosis. 526-538 - Ileana Scarpino
Machine Learning Approaches in Inflammatory Bowel Disease. 539-545 - Dawlat Al-Saadany, Omneya Attallah
A Machine Learning Framework for Fetal Arrhythmia Detection via Single ECG Electrode. 546-553
Computational Collective Intelligence
- Pawel Foszner
Consensus Algorithm for Bi-clustering Analysis. 557-570 - Joanna Jedrzejowicz
Collective of Base Classifiers for Mining Imbalanced Data. 571-585 - Ireneusz Czarnowski
Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification. 586-597 - Jacek Trelinski, Bogdan Kwolek
Enhancing Decision Combination in Classifier Committee via Positional Voting. 598-609 - Franciszek Seredynski
Competition and Cooperation Mechanisms for Collective Behavior in Large Multi-agent Systems. 610-623 - Marcin Maleszka
Divergence of an Observed User Profile and a Simulated Real State of User Due to Social Communication. 624-637 - Lihi Idan:
Temporal-Attribute Inference Using Dynamic Bayesian Networks. 638-652 - Bogumila Hnatkowska
Fuzzy Logic Framework for Ontology Instance Alignment. 653-666 - Jan Kocon
Neuro-Symbolic Models for Sentiment Analysis. 667-681 - Arkadiusz Janz
A Unified Sense Inventory for Word Sense Disambiguation in Polish. 682-689 - Huyen Trang Phan
Sentence-level Sentiment Analysis Using GCN on Contextualized Word Representations. 690-702 - Lukasz Palys, Maria Ganzha
Machine Learning for Bus Travel Prediction. 703-710 - Andras Ferenczi
Prediction of Ether Prices Using DeepAR and Probabilistic Forecasting. 711-718 - Arkadiusz Jedrzejewski
Purchasing Decisions on Alternative Fuel Vehicles Within an Agent-Based Model. 719-726
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