Abstract is missing.
- Knowledge Discovery in Databases: Comorbidities in Tuberculosis CasesIsabelle 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. 3-13 [doi]
- Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine LearningMichal K. Grzeszczyk, Tadeusz Satlawa, Angela Lungu, Andrew Swift, Andrew J. Narracott, D. Rodney Hose, Tomasz Trzcinski, Arkadiusz Sitek. 14-27 [doi]
- GAN-Based Data Augmentation for Prediction Improvement Using Gene Expression Data in CancerFrancisco J. Moreno-Barea, José M. Jerez, Leonardo Franco. 28-42 [doi]
- National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary ResultsDiego 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. 43-49 [doi]
- Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning ModelK. T. Dilna, J. Anitha 0001, Anastassia Angelopoulou, Epaminondas Kapetanios, T. Chaussalet, D. Jude Hemanth. 50-56 [doi]
- Explainable AI with Domain Adapted FastCAM for Endoscopy ImagesJan Stodt, Christoph Reich, Nathan L. Clarke. 57-64 [doi]
- Sensitivity Analysis of a Model of Lower Limb HaemodynamicsMagdalena Otta, Ian Halliday, Janice Tsui, Chung Lim, Zbigniew R. Struzik, Andrew J. Narracott. 65-77 [doi]
- Data Augmentation Techniques to Improve Metabolomic Analysis in Niemann-Pick Type C DiseaseFrancisco J. Moreno-Barea, Leonardo Franco, David A. Elizondo, Martin Grootveld. 78-91 [doi]
- Effect of Feature Discretization on Classification Performance of Explainable Scoring-Based Machine Learning ModelArkadiusz Pajor, Jakub Zolnierek, Bartlomiej Sniezynski, Arkadiusz Sitek. 92-105 [doi]
- Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 CaseSimon D. Usoltsev, Ilia V. Derevitskii. 106-112 [doi]
- Neural Additive Models for Explainable Heart Attack PredictionKsenia Balabaeva, Sergey V. Kovalchuk. 113-121 [doi]
- Machine Learning Models for Predicting 30-Day Readmission of Elderly Patients Using Custom Target Encoding ApproachNodira Nazyrova, Thierry J. Chaussalet, Salma Chahed. 122-136 [doi]
- Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19 PandemicMuath 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. 137-149 [doi]
- AI Classifications Applied to Neuropsychological Trials in Normal Individuals that Predict Progression to Cognitive DeclineAndrzej W. Przybyszewski. 150-156 [doi]
- Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography Based Heart Rate EstimationK. Smera Premkumar, Anastassia Angelopoulou, Epaminondas Kapetanios, T. Chaussalet, D. Jude Hemanth. 157-163 [doi]
- A Hybrid Modeling Framework for City-Scale Dynamics of Multi-strain Influenza EpidemicsVasiliy N. Leonenko. 164-177 [doi]
- Numerical Stability of Tangents and Adjoints of Implicit FunctionsUwe Naumann. 181-187 [doi]
- Analysis of Parameters Distribution of EEG Signals for Five Epileptic Seizure Phases Modeled by Duffing Van Der Pol OscillatorBeata Szuflitowska, Przemyslaw Orlowski. 188-201 [doi]
- Multi-criterial Design of Antennas with Tolerance Analysis Using Response-Feature PredictorsAnna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson. 202-216 [doi]
- Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal DirectionsSlawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson. 217-233 [doi]
- Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial InformationAlexander A. Khrulkov, Margarita E. Mishina, Sergey A. Mityagin. 234-247 [doi]
- Global Design Optimization of Microwave Circuits Using Response Feature Inverse SurrogatesAnna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson. 248-262 [doi]
- Classification of Soil Bacteria Based on Machine Learning and Image ProcessingAleksandra Konopka, Karol Struniawski, Ryszard Kozera, Pawel Trzcinski, Lidia Sas-Paszt, Anna Lisek, Krzysztof Górnik, Edyta Derkowska, Slawomir Gluszek, Beata Sumorok, Magdalena Frac. 263-277 [doi]
- Calibration Window Selection Based on Change-Point Detection for Forecasting Electricity PricesJulia Nasiadka, Weronika Nitka, Rafal Weron. 278-284 [doi]
- Tackling Air Pollution in Cities with Modelling and Simulation: Remote Group Model Building as an Educational Tool Supporting System Dynamics ModellingEwa Duda, Agata Sawicka. 285-297 [doi]
- Fast Isogeometric Analysis Simulations of a Process of Air Pollution Removal by Artificially Generated Shock WavesKrzysztof Misan, Weronika Ormaniec, Adam Kania, Maciej Kozieja, Marcin Los, Dominik Grybos, Jacek Leszczynski, Maciej Paszynski. 298-311 [doi]
- Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal DataMaciej K. Wozniak, Samvel Mkhitaryan, Philippe J. Giabbanelli. 312-325 [doi]
- A Simulation Study of the Delayed Effect of Covid-19 Pandemic on Pensions and Welfare of the Elderly: Evidence from PolandBozena Mielczarek. 326-340 [doi]
- Non-Generic Case of Leap-Frog for Optimal Knots Selection in Fitting Reduced DataRyszard Kozera, Lyle Noakes. 341-354 [doi]
- Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard ComputersRoman Debski, Rafal Drezewski. 355-368 [doi]
- Local Search in Selected Crossover OperatorsMiroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer. 369-382 [doi]
- Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical NetworksAlicja Poturala, Maria Konieczka, Piotr Sliwka, Slawomir Sujecki, Stanislaw Kozdrowski. 383-397 [doi]
- GPU Accelerated Modelling and Forecasting for Large Time SeriesChristos K. Filelis-Papadopoulos, John P. Morrison, Philip O'Reilly. 398-412 [doi]
- Intersection Representation of Big Data Networks and Triangle EnumerationWali Mohammad Abdullah, David Awosoga, Shahadat Hossain. 413-424 [doi]
- Global Surrogate Modeling by Neural Network-Based Model UncertaintyLeifur Leifsson, Jethro Nagawkar, Laurel Barnet, Kenneth Bryden, Slawomir Koziel, Anna Pietrenko-Dabrowska. 425-434 [doi]
- Analysis of Agricultural and Engineering Systems Using Simulation DecompositionYen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel. 435-444 [doi]
- Neural Network-Based Sequential Global Sensitivity Analysis AlgorithmYen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska. 445-454 [doi]
- Development of an Event-Driven System Architecture for Smart ManufacturingMaksymilian Piechota, Mikolaj Nowak, Dariusz Król 0001. 455-468 [doi]
- Boundary Geometry Fitting with Bézier Curves in PIES Based on Automatic DifferentiationKrzysztof Szerszen, Eugeniusz Zieniuk. 469-475 [doi]
- Partitioning Dense Graphs with Hardware AcceleratorsXiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro. 476-483 [doi]
- A Taxonomy Guided Method to Identify Metaheuristic ComponentsThimershen Achary, Anban W. Pillay. 484-496 [doi]
- Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization ApproachYani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Zidong Wang, Xiaohui Liu 0001, Derek Groen. 497-504 [doi]
- A Sparse Matrix Approach for Covering Large Complex Networks by CliquesWali Mohammad Abdullah, Shahadat Hossain. 505-517 [doi]
- DSCAN for Geo-social Team FormationMaryam MahdavyRad, Kalyani Selvarajah, Ziad Kobti. 518-533 [doi]
- Data Allocation with Neural Similarity Estimation for Data-Intensive ComputingRalf Vamosi, Erich Schikuta. 534-546 [doi]
- Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based RecommendationYan Chen, Wanhui Qian, Dongqin Liu, Mengdi Zhou, Yipeng Su, Jizhong Han, Ruixuan Li. 549-562 [doi]
- Action Recognition in Australian Rules Football Through Deep LearningStephen Kong Luan, Hongwei Yin, Richard O. Sinnott. 563-576 [doi]
- SEGP: Stance-Emotion Joint Data Augmentation with Gradual Prompt-Tuning for Stance DetectionJunlin Wang, Yan Zhou, Yaxin Liu, Weibo Zhang, Songlin Hu. 577-590 [doi]
- Image Features Correlation with the Impression Curve for Automatic Evaluation of the Computer Game Level DesignJaroslaw Andrzejczak, Olgierd Jaros, Rafal Szrajber, Adam Wojciechowski. 591-604 [doi]
- ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular ObjectsSiri Chandana Daggubati, Jaya Sreevalsan-Nair. 605-612 [doi]
- Learning Scale-Invariant Object Representations with a Single-Shot Convolutional Generative ModelPiotr Zielinski, Tomasz Kajdanowicz. 613-626 [doi]
- How to Sort Them? A Network for LEGO Bricks ClassificationTomasz Boinski, Konrad Zawora, Julian Szymanski. 627-640 [doi]
- Novel Photoplethysmographic Signal Analysis via Wavelet Scattering TransformAgnieszka Szczesna, Dariusz Rafal Augustyn, Henryk Josinski, Adam Switonski, Pawel Kasprowski, Katarzyna Harezlak. 641-653 [doi]
- Convolutional Neural Network Compression via Tensor-Train Decomposition on Permuted Weight Tensor with Automatic Rank DeterminationMateusz Gabor, Rafal Zdunek. 654-667 [doi]
- Comparing Explanations from Glass-Box and Black-Box Machine-Learning ModelsMichal Kuk, Szymon Bobek, Grzegorz J. Nalepa. 668-675 [doi]
- Virtual Reality Prototype of a Linear Accelerator Simulator for Oncological Radiotherapy TrainingVei Siang Chan, Andrés Iglesias 0001, Habibollah Haron, Pedro J. Prada, Samuel Ruiz, Akemi Gálvez, Lihua You, Faezah Mohd Salleh, Farhan bin Mohamed. 676-689 [doi]
- A Review of 3D Point Clouds Parameterization MethodsZaiping Zhu, Andrés Iglesias 0001, Lihua You, Jian-Jun Zhang 0001. 690-703 [doi]
- Statistical Prediction of Extreme Events from Small DatasetsAlberto Racca, Luca Magri. 707-713 [doi]
- Outlier Detection for Categorial Data Using Clustering AlgorithmsAgnieszka Nowak-Brzezinska, Weronika Lazarz. 714-727 [doi]
- Augmenting Graph Inductive Learning Model with Topographical FeaturesKalyani Selvarajah, Jae Muzzin. 728-741 [doi]
- Generative Networks Applied to Model Fluid FlowsMustapha Jolaade, Vinicius L. S. Silva, Claire E. Heaney, Christopher C. Pain. 742-755 [doi]
- Towards Social Machine Learning for Natural DisastersJake Lever, Rossella Arcucci. 756-769 [doi]