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23rd ICCS 2023: Prague, Czech Republic - Part II
- Jirí Mikyska
, Clélia de Mulatier
Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14074, Springer 2023, ISBN 978-3-031-36020-6
ICCS 2023 Main Track Full Papers (Continued)
- Stefan Niebler, Bertil Schmidt
Automated Identification and Location of Three Dimensional Atmospheric Frontal Systems. 3-17 - Marek Kasztelnik
Digital Twin Simulation Development and Execution on HPC Infrastructures. 18-32 - Naoya Takahashi, Ritsuka Gomi, Ayato Takii, Masashi Yamakawa, Shinichi Asao, Seiichi Takeuchi:
Numerical Simulation of the Octorotor Flying Car in Sudden Rotor Stop. 33-46 - Valerio Besozzi
Experimental Study of a Parallel Iterative Solver for Markov Chain Modeling. 47-61 - Carlos Carrillo
Impact of Mixed-Precision: A Way to Accelerate Data-Driven Forest Fire Spread Systems. 62-76 - Adarsh Nandanwar, Hemant Rathore, Sanjay K. Sahay, Mohit Sewak:
RL-MAGE: Strengthening Malware Detectors Against Smart Adversaries. 77-92 - Fan Liu, Weilin Zhu, Weimin Mu, Yun Zhang, Mingyang Li, Can Ma, Weiping Wang:
Online Runtime Environment Prediction for Complex Colocation Interference in Distributed Streaming Processing. 93-107
ICCS 2023 Main Track Short Papers
- Rafal Dubel, Agata M. Wijata
On the Impact of Noisy Labels on Supervised Classification Models. 111-119 - Hamzah Osop, Basem Suleiman, Muhammad Johan Alibasa
Improving Patients' Length of Stay Prediction Using Clinical and Demographics Features Enrichment. 120-128 - Julien Klaus, Mark Blacher
Compiling Tensor Expressions into Einsum. 129-136 - Klaudia Balazy, Lukasz Struski, Marek Smieja, Jacek Tabor:
r-softmax: Generalized Softmax with Controllable Sparsity Rate. 137-145 - Andrzej Kuzelewski
Solving Uncertainly Defined Curvilinear Potential 2D BVPs by the IFPIES. 146-153 - Joaquim F. Silva
Improving LocalMaxs Multiword Expression Statistical Extractor. 154-162 - Agnieszka Boltuc
PIES in Multi-region Elastic Problems Including Body Forces. 163-170 - Vadim Lomshakov
Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets. 171-179 - Farzin Kazemi, Neda Asgarkhani, Ahmed Manguri, Natalia Lasowicz, Robert Jankowski:
Introducing a Computational Method to Retrofit Damaged Buildings under Seismic Mainshock-Aftershock Sequence. 180-187 - Monika Kaczorowska
Hierarchical Classification of Adverse Events Based on Consumer's Comments. 188-195 - Bogdan Ruszczak
Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. 196-203 - Marcin Zieba, Konrad Przewloka, Michal Grela, Kamil Szkola, Marcin Kuta
Image Recognition of Plants and Plant Diseases with Transfer Learning and Feature Compression. 204-211 - Stanislaw Bogdanowicz
TwitterEmo: Annotating Emotions and Sentiment in Polish Twitter. 212-220 - Thi Phuong Quyen Nguyen, Trung Nghia Tran
Timeseries Anomaly Detection Using SAX and Matrix Profiles Based Longest Common Subsequence. 221-229 - Karol Saputa
Korpusomat.eu: A Multilingual Platform for Building and Analysing Linguistic Corpora. 230-237 - Bartosz Minch
What Will Happen When We Radically Simplify t-SNE and UMAP Visualization Algorithms? Is It Worth Doing So? 238-246 - Nattawat Pornthisan, Stefano Markidis:
Fast Electromagnetic Field Pattern Calculation with Fourier Neural Operators. 247-255 - Tommi M. Elo, Jarno Marttila
Elements of Antirival Accounting with sNFT. 256-263 - Adam Krzyzak
Learning Shape-Preserving Autoencoder for the Reconstruction of Functional Data from Noisy Observations. 264-272 - Urszula Stanczyk
Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain. 273-281 - Alexey Gorbatovski
Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. 282-289 - Witold Kosciukiewicz
Similarity-Based Memory Enhanced Joint Entity and Relation Extraction. 290-297 - Thanh Thi Nguyen, Minh Cuong Nguyen
Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules. 298-305 - Aleksander Denisiuk
Weighted Hamming Metric and KNN Classification of Nominal-Continuous Data. 306-313 - Marek Bolanowski
Application of Genetic Algorithm to Load Balancing in Networks with a Homogeneous Traffic Flow. 314-321 - Lyudmila Rvanova
Automatic Structuring of Topics for Natural Language Generation in Community Question Answering in Programming Domain. 322-329 - Roland V. Bumbuc
Modelling the Interplay Between Chronic Stress and Type 2 Diabetes On-Set. 330-338 - Anna Wawrzynczak
How to Select Superior Neural Network Simulating Inner City Contaminant Transport? Verification and Validation Techniques. 339-347 - Kamonashish Saha
DeBERTNeXT: A Multimodal Fake News Detection Framework. 348-356 - Michael Gowanlock
Optimization and Comparison of Coordinate- and Metric-Based Indexes on GPUs for Distance Similarity Searches. 357-364 - Shoffan Saifullah
Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection. 365-372 - Jose Maria Rivas
Efficiency Analysis for AI Applications in HPC Systems. Case Study: K-Means. 373-380 - Václav Skala, Alejandro Esteban Martinez, David Esteban Martinez, Fabio Hernandez Moreno:
A New Algorithm for the Closest Pair of Points for Very Large Data Sets Using Exponent Bucketing and Windowing. 381-388 - Sachit A. J. Desa, Basem Suleiman, Waheeb Yaqub:
Heart Rate-Based Identification of Users of IoT Wearables: A Supervised Learning Approach. 389-397 - Piotr Pezik
Transferable Keyword Extraction and Generation with Text-to-Text Language Models. 398-405 - Delun Zhou, Jinyu Zhang, Ruifeng Yue, Yan Wang:
Adsorption and Thermal Stability of Hydrogen Terminationṇ on Diamond Surface: A First-Principles Study. 406-412 - Farzana Afrin, Margaret Hamilton
Exploring Counterfactual Explanations for Predicting Student Success. 413-420
Advances in High-Performance Computational Earth Sciences: Applications and Frameworks
- Sota Murakami, Kohei Fujita, Tsuyoshi Ichimura, Takane Hori, Muneo Hori, Maddegedara Lalith, Naonori Ueda:
Development of 3D Viscoelastic Crustal Deformation Analysis Solver with Data-Driven Method on GPU. 423-437 - Yohei Miyake
Implementation of Coupled Numerical Analysis of Magnetospheric Dynamics and Spacecraft Charging Phenomena via Code-To-Code Adapter (CoToCoA) Framework. 438-452
Artificial Intelligence and High-Performance Computing for Advanced Simulations
- Szymon Nowakowski
Improving Group Lasso for High-Dimensional Categorical Data. 455-470 - Kamil Szarek, Wojciech Turek
Actor-Based Scalable Simulation of N-Body Problem. 471-485 - Angran Li
Intracellular Material Transport Simulation in Neurons Using Isogeometric Analysis and Deep Learning. 486-493 - Krzysztof Rojek
Chemical Mixing Simulations with Integrated AI Accelerator. 494-508 - Carlos Uriarte
Memory-Based Monte Carlo Integration for Solving Partial Differential Equations Using Neural Networks. 509-516 - Tomasz Sluzalec
Fast Solver for Advection Dominated Diffusion Using Residual Minimization and Neural Networks. 517-531 - Piotr Nawrocki
Long-Term Prediction of Cloud Resource Usage in High-Performance Computing. 532-546 - Marcin Los
Least-Squares Space-Time Formulation for Advection-Diffusion Problem with Efficient Adaptive Solver Based on Matrix Compression. 547-560 - Andrzej Malota, Pawel Koperek
Towards Understanding of Deep Reinforcement Learning Agents Used in Cloud Resource Management. 561-575 - Edyta Kuk
ML-Based Proactive Control of Industrial Processes. 576-589 - Anna Szyszka
Parallel Algorithm for Concurrent Integration of Three-Dimensional B-Spline Functions. 590-596
Biomedical and Bioinformatics Challenges for Computer Science
- Rosmary Blanco, Cemal Koba, Alessandro Crimi:
Resting State Brain Connectivity Analysis from EEG and FNIRS Signals. 599-610 - Piotr Hasiec, Adam Switonski
Anomaly Detection of Motion Capture Data Based on the Autoencoder Approach. 611-622 - Antônio Marchese Bravo Esteves
Influence of the Capillaries Bed in Hyperthermia for Cancer Treatment. 623-637 - Jakub Jurek
Phase Correction and Noise-to-Noise Denoising of Diffusion Magnetic Resonance Images Using Neural Networks. 638-652 - Andrzej Materka
CNN-Based Quantification of Blood Vessels Lumen in 3D Images. 653-661 - Rafal Zdunek
Tensor Train Subspace Analysis for Classification of Hand Gestures with Surface EMG Signals. 662-669 - Piotr Pluta
A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube. 670-677 - Maria Chiara Martinis
Investigating the Sentiment in Italian Long-COVID Narrations. 678-690 - Wieslaw L. Nowinski:
Toward the Human Nanoscale Connectome: Neuronal Morphology Format, Modeling, and Storage Requirement Estimation. 691-698 - Yan Barbosa Werneck, Rodrigo Weber dos Santos
Replacing the FitzHugh-Nagumo Electrophysiology Model by Physics-Informed Neural Networks. 699-713 - Matheus Avila Moreira de Paula, Gustavo G. Silva, Marcelo Lobosco
Sensitivity Analysis of a Two-Compartmental Differential Equation Mathematical Model of MS Using Parallel Programming. 714-721 - Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
Hierarchical Relative Expression Analysis in Multi-omics Data Classification. 722-729
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