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ORCID22nd ICCS 2022: London, UK - Part III
- Derek Groen
, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot:
Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13352, Springer 2022, ISBN 978-3-031-08756-1
Computational Health
- Isabelle Carvalho, Mariane Barros Neiva, Newton Shydeo Brandão Miyoshi, Nathalia Yukie Crepaldi, Filipe Andrade Bernardi, Vinícius Costa Lima, Ketlin Fabri dos Santos, Ana Clara de Andrade Mioto, Mariana Tavares Mozini, Rafael Mello Galliez, Mauro Niskier Sanchez, Afrânio Lineu Kritski, Domingos Alves:
Knowledge Discovery in Databases: Comorbidities in Tuberculosis Cases. 3-13 - Michal K. Grzeszczyk, Tadeusz Satlawa, Angela Lungu, Andrew J. Swift, Andrew J. Narracott, D. Rodney Hose, Tomasz Trzcinski, Arkadiusz Sitek:
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning. 14-27 - Francisco J. Moreno-Barea, José M. Jerez, Leonardo Franco:
GAN-Based Data Augmentation for Prediction Improvement Using Gene Expression Data in Cancer. 28-42 - Diego Bettiol Yamada, Filipe Andrade Bernardi, Márcio Eloi Colombo Filho, Mariane Barros Neiva, Vinícius Costa Lima, André Luiz Teixeira Vinci, Bibiana Mello de Oliveira, Têmis Maria Félix, Domingos Alves:
National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary Results. 43-49 - K. T. Dilna, J. Anitha, Anastassia Angelopoulou, Epaminondas Kapetanios, Thierry J. Chaussalet, D. Jude Hemanth:
Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model. 50-56 - Jan Stodt, Christoph Reich, Nathan L. Clarke:
Explainable AI with Domain Adapted FastCAM for Endoscopy Images. 57-64 - Magdalena Otta, Ian Halliday, Janice Tsui, Chung Lim, Zbigniew R. Struzik, Andrew J. Narracott:
Sensitivity Analysis of a Model of Lower Limb Haemodynamics. 65-77 - Francisco J. Moreno-Barea, Leonardo Franco, David A. Elizondo, Martin Grootveld:
Data Augmentation Techniques to Improve Metabolomic Analysis in Niemann-Pick Type C Disease. 78-91 - Arkadiusz Pajor, Jakub Zolnierek, Bartlomiej Sniezynski, Arkadiusz Sitek:
Effect of Feature Discretization on Classification Performance of Explainable Scoring-Based Machine Learning Model. 92-105 - Simon D. Usoltsev, Ilia V. Derevitskii:
Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case. 106-112 - Ksenia Balabaeva, Sergey V. Kovalchuk:
Neural Additive Models for Explainable Heart Attack Prediction. 113-121 - Nodira Nazyrova, Thierry J. Chaussalet, Salma Chahed:
Machine Learning Models for Predicting 30-Day Readmission of Elderly Patients Using Custom Target Encoding Approach. 122-136 - Muath Bishawi, Michael Kaplan, Simbarashe Chidyagwai, Jhaymie Cappiello, Anne Cherry, David MacLeod, Ken Gall, Nathan Evans, Michael Kim, Rajib Shaha, John Whittle, Melanie Hollidge, George Truskey, Amanda Randles:
Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19 Pandemic. 137-149 - Andrzej W. Przybyszewski:
AI Classifications Applied to Neuropsychological Trials in Normal Individuals that Predict Progression to Cognitive Decline. 150-156 - K. Smera Premkumar, Anastassia Angelopoulou, Epaminondas Kapetanios, Thierry J. Chaussalet, D. Jude Hemanth:
Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography Based Heart Rate Estimation. 157-163 - Vasiliy N. Leonenko:
A Hybrid Modeling Framework for City-Scale Dynamics of Multi-strain Influenza Epidemics. 164-177
Computational Optimization, Modelling and Simulation
- Uwe Naumann:
Numerical Stability of Tangents and Adjoints of Implicit Functions. 181-187 - Beata Szuflitowska, Przemyslaw Orlowski:
Analysis of Parameters Distribution of EEG Signals for Five Epileptic Seizure Phases Modeled by Duffing Van Der Pol Oscillator. 188-201 - Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Multi-criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors. 202-216 - Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions. 217-233 - Alexander A. Khrulkov, Margarita E. Mishina, Sergey A. Mityagin:
Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial Information. 234-247 - Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates. 248-262 - Aleksandra Konopka, Karol Struniawski, Ryszard Kozera, Pawel Trzcinski, Lidia Sas-Paszt, Anna Lisek, Krzysztof Górnik, Edyta Derkowska, Slawomir Gluszek, Beata Sumorok, Magdalena Frac:
Classification of Soil Bacteria Based on Machine Learning and Image Processing. 263-277 - Julia Nasiadka, Weronika Nitka, Rafal Weron:
Calibration Window Selection Based on Change-Point Detection for Forecasting Electricity Prices. 278-284 - Ewa Duda, Agata Sawicka:
Tackling Air Pollution in Cities with Modelling and Simulation: Remote Group Model Building as an Educational Tool Supporting System Dynamics Modelling. 285-297 - Krzysztof Misan, Weronika Ormaniec, Adam Kania, Maciej Kozieja, Marcin Los, Dominik Grybos, Jacek Leszczynski, Maciej Paszynski:
Fast Isogeometric Analysis Simulations of a Process of Air Pollution Removal by Artificially Generated Shock Waves. 298-311 - Maciej K. Wozniak, Samvel Mkhitaryan, Philippe J. Giabbanelli:
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data. 312-325 - Bozena Mielczarek:
A Simulation Study of the Delayed Effect of Covid-19 Pandemic on Pensions and Welfare of the Elderly: Evidence from Poland. 326-340 - Ryszard Kozera, Lyle Noakes:
Non-Generic Case of Leap-Frog for Optimal Knots Selection in Fitting Reduced Data. 341-354 - Roman Debski, Rafal Drezewski:
Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers. 355-368 - Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer:
Local Search in Selected Crossover Operators. 369-382 - Alicja Poturala, Maria Konieczka, Piotr Sliwka, Slawomir Sujecki, Stanislaw Kozdrowski:
Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical Networks. 383-397 - Christos K. Filelis-Papadopoulos, John P. Morrison, Philip O'Reilly:
GPU Accelerated Modelling and Forecasting for Large Time Series. 398-412 - Wali Mohammad Abdullah, David Awosoga, Shahadat Hossain:
Intersection Representation of Big Data Networks and Triangle Enumeration. 413-424 - Leifur Leifsson, Jethro Nagawkar, Laurel Barnet, Kenneth Bryden, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Global Surrogate Modeling by Neural Network-Based Model Uncertainty. 425-434 - Yen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel:
Analysis of Agricultural and Engineering Systems Using Simulation Decomposition. 435-444 - Yen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Neural Network-Based Sequential Global Sensitivity Analysis Algorithm. 445-454 - Maksymilian Piechota, Mikolaj Nowak, Dariusz Król:
Development of an Event-Driven System Architecture for Smart Manufacturing. 455-468 - Krzysztof Szerszen, Eugeniusz Zieniuk:
Boundary Geometry Fitting with Bézier Curves in PIES Based on Automatic Differentiation. 469-475 - Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro:
Partitioning Dense Graphs with Hardware Accelerators. 476-483 - Thimershen Achary, Anban W. Pillay:
A Taxonomy Guided Method to Identify Metaheuristic Components. 484-496 - Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Zidong Wang, Xiaohui Liu, Derek Groen:
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach. 497-504 - Wali Mohammad Abdullah, Shahadat Hossain:
A Sparse Matrix Approach for Covering Large Complex Networks by Cliques. 505-517 - Maryam MahdavyRad, Kalyani Selvarajah, Ziad Kobti:
DSCAN for Geo-social Team Formation. 518-533 - Ralf Vamosi, Erich Schikuta:
Data Allocation with Neural Similarity Estimation for Data-Intensive Computing. 534-546
Computer Graphics, Image Processing and Artificial Intelligence
- Yan Chen, Wanhui Qian, Dongqin Liu, Mengdi Zhou, Yipeng Su, Jizhong Han, Ruixuan Li:
Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation. 549-562 - Stephen Kong Luan, Hongwei Yin, Richard O. Sinnott:
Action Recognition in Australian Rules Football Through Deep Learning. 563-576 - Junlin Wang, Yan Zhou, Yaxin Liu, Weibo Zhang, Songlin Hu:
SEGP: Stance-Emotion Joint Data Augmentation with Gradual Prompt-Tuning for Stance Detection. 577-590 - Jaroslaw Andrzejczak, Olgierd Jaros, Rafal Szrajber, Adam Wojciechowski:
Image Features Correlation with the Impression Curve for Automatic Evaluation of the Computer Game Level Design. 591-604 - Siri Chandana Daggubati, Jaya Sreevalsan-Nair:
ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular Objects. 605-612 - Piotr Zielinski, Tomasz Kajdanowicz:
Learning Scale-Invariant Object Representations with a Single-Shot Convolutional Generative Model. 613-626 - Tomasz Boinski, Konrad Zawora, Julian Szymanski:
How to Sort Them? A Network for LEGO Bricks Classification. 627-640 - Agnieszka Szczesna, Dariusz Rafal Augustyn, Henryk Josinski, Adam Switonski, Pawel Kasprowski, Katarzyna Harezlak:
Novel Photoplethysmographic Signal Analysis via Wavelet Scattering Transform. 641-653 - Mateusz Gabor, Rafal Zdunek:
Convolutional Neural Network Compression via Tensor-Train Decomposition on Permuted Weight Tensor with Automatic Rank Determination. 654-667 - Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa:
Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. 668-675 - Vei Siang Chan, Andrés Iglesias, Habibollah Haron, Pedro J. Prada, Samuel Ruiz, Akemi Gálvez, Lihua You, Faezah Mohd Salleh, Farhan bin Mohamed:
Virtual Reality Prototype of a Linear Accelerator Simulator for Oncological Radiotherapy Training. 676-689 - Zaiping Zhu, Andrés Iglesias, Lihua You, Jian-Jun Zhang:
A Review of 3D Point Clouds Parameterization Methods. 690-703
Machine Learning and Data Assimilation for Dynamical Systems
- Alberto Racca, Luca Magri:
Statistical Prediction of Extreme Events from Small Datasets. 707-713 - Agnieszka Nowak-Brzezinska, Weronika Lazarz:
Outlier Detection for Categorial Data Using Clustering Algorithms. 714-727 - Kalyani Selvarajah, Jae Muzzin:
Augmenting Graph Inductive Learning Model with Topographical Features. 728-741 - Mustapha Jolaade, Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain:
Generative Networks Applied to Model Fluid Flows. 742-755 - Jake Lever, Rossella Arcucci:
Towards Social Machine Learning for Natural Disasters. 756-769
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