ICCS 2021: INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE

A
Abdul-Aziz, Omar I.	I/O Associations in Scientific Software: A Study of SWMM
Abreu, Eduardo	An application of a pseudo-parabolic modeling to texture image recognition A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems
Acevedo, Felipe	Data-Driven Methods for Weather Forecast
Adamkiewicz, Krzysztof	Improving UWB Indoor Localization Accuracy Using Sparse Fingerprinting and Transfer Learning
Afriliana, Nunik	Computational Intelligence Techniques for Assessing Data Quality: Towards Knowledge-Driven Processing
Afzali, Jamal	Latent GAN: using a latent space-based GAN for rapid forecasting of CFD models
Ahmed, Sumon	mRelief: A Reward Penalty based Feature SubsetSelection Considering Data Overlapping Problem
Akhter, Suravi	mRelief: A Reward Penalty based Feature SubsetSelection Considering Data Overlapping Problem
Al Maskari, Sanad	Co-evolution of Knowledge Diffusion and Absorption: A Simulation-Based Analysis
Alekseev, Aleksey	A comparison of the Richardson extrapolation and the approximation error estimation on the ensemble of numerical solutions
Alexandru, Boicea	DenLAC: Density Levels Aggregation Clustering - A Flexible Clustering Method
Alqasemi, Maryam	A Semi-implicit Backward Differentiation ADI Method for Solving Monodomain Model
Altintas, Ilkay	Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science
Alyaev, Sergey	Deep learning model of logging-while-drilling electromagnetic measurements Deep learning for prediction of complex geology ahead of drilling Real-time probabilistic inversion of DNN-based DeepEM model while accounting for model error
Amendola, Maddalena	Data Assimilation in the Latent Space of a Convolutional Autoencoder
Andriushchenko, Petr	Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks
Andrzejczak, Jarosław	Factors affecting the sense of scale in immersive, realistic Virtual Reality space
Aning, Samuel	Application of the bagging method and the decision trees to independent data sources
Antczak, Tomasz	Simulation modeling of epidemic risk in supermarkets: Investigating the impact of social distancing and checkout zone design
Anzt, Hartwig	A collaborative peer review process for grading coding assignments in coursework
Arabas, Sylwester	On the design of Monte-Carlo particle coagulation solver interface: a CPU/GPU Super-Droplet Method case study with PySDM
Arabnejad, Hamid	Towards a coupled migration and weather simulation: South Sudan conflict Comparison of polynomial chaos expansion and stochastic collocation methods: A case study in forced migration
Arcucci, Rossella	Latent GAN: using a latent space-based GAN for rapid forecasting of CFD models Data Assimilation in the Latent Space of a Convolutional Autoencoder
Arodz, Tomasz	PathMEx: Pathway-based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations Learning Invariance in Deep Neural Networks
Artyukh, Vasiliy A.	Towards cost-effective treatment of periprosthetic joint infection: from statistical analysis to Markov models
Asao, Shinichi	Numerical Simulation of Free Surface Affected by Submarine with a Rotating Screw Moving Underwater
Ashwin Renganathan, Sudarshan	Data-driven deep learning emulators for geophysical forecasting
Aziz, Abdul	MAM: A Metaphor-based Approach for Mental Illness Detection
Azizi, Victor	des-ist: a simulation framework to streamline event-based in silico trials
B
Bach, Małgorzata	Improvement of random undersampling to avoid excessive removal of points from a given area of the majority class
Badia, Alba	Evaluating WRF-BEP/BEM performance: on the way to analyze urban air quality at high resolution using WRF-Chem+BEP/BEM
Badica, Amelia	Multi-Agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management
Badica, Costin	Multi-Agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management
Balabaeva, Ksenia	Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data
Balakhontceva, Marina	Data Assimilation in Agent-Based Modeling of Virtual Hospital Indoor Activity for Scheduling and Optimization
Balcerzak, Bartłomiej	Efficient prediction of spatio-temporal events on the example of the availability of vehicles rented per minute
Balis, Bartosz	Scientific workflow management on hybrid clouds with cloud bursting and transparent data access
Banaszak, Zbigniew	Out-plant milk-run-driven mission planning subject to dynamic changes of date and place delivery
Banaszek, Magdalena	Application of the Ant Colony algorithm for routing in next generation programmable networks
Banda, Paul	Timeseries based deep hybrid transfer learning framework: A case of electrical vehicle energy consumption Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks
Bao, Huaifeng	HSLF: HTTP Header Sequence based LSH fingerprints for Application Traffic Classification
Barrientos, Mauricio	Machine Learning Control Design for Elastic Composite Materials
Bartman, Piotr	On the design of Monte-Carlo particle coagulation solver interface: a CPU/GPU Super-Droplet Method case study with PySDM
Barzen, Johanna	On Decision Support for Quantum Application Developers: Categorization, Comparison, and Analysis of Existing Technologies
Basiura, Artur	Similarity and Conformity Graphs in Lighting Optimization and Assessment
Bazaikin, Yaroslav	Digital image reduction for analysis of topological changes in pore space during chemical dissolution
Bałaga, Paweł	Towards Model-Agnostic Ensemble Explanations
Bekdaş, Gebrail	Optimum Design of Tuned Mass Dampers for Adjacent Structures via Flower Pollination Algorithm
Belhamadia, Youssef	A Semi-implicit Backward Differentiation ADI Method for Solving Monodomain Model
Ben Othman, Sarah	A Decision Support System Based on Augmented Reality for the Safe Preparation of Chemotherapy Drugs Fuzzy ontology for patient emergency department triage
Ben Othman, Sarah	A Decision Support System Based on Augmented Reality for the Safe Preparation of Chemotherapy Drugs
Bernaschi, Massimo	A Model for Urban Social Networks
Besta, Maciej	Enabling High-Performance Large-Scale Irregular Computations
Bhuiyan, Muhammed A.	Timeseries based deep hybrid transfer learning framework: A case of electrical vehicle energy consumption Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks
Bian, Shaojun	State-of-the-art in 3D face reconstruction from a single RGB image
Bian, Shijie	Real-time Object Detection for Smart Connected Worker in 3D printing
Biancolini, Marco Evangelos	Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding Automatic Optimization Method based on mesh morphing surface sculpting driven by Biological Growth Method: an application to the Coiled Spring section shape
Bielak, Piotr	Embedding alignment methods in dynamic networks
Biernacki, Piotr	Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
Bird, Robert	Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations
Birkan, Utku	Implementing Quantum Finite Automata Algorithms on Noisy Devices
Bleile, Ryan	A Dynamic Replication Approach for Monte Carlo Photon Transport on Heterogeneous Architectures
Block, Jessica	Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements
Bloebaum, Christina	Endogenous factors affecting the cost of large-scale geo-stationary satellite systems
Bobek, Szymon	Introducing Uncertainty Into Explanaible AI Methods Towards Model-Agnostic Ensemble Explanations Augmenting automatic clustering with expert knowledge and explanations Explanation-driven model stacking
Bocewicz, Grzegorz	Out-plant milk-run-driven mission planning subject to dynamic changes of date and place delivery
Bochenina, Klavdiya	Predictability Classes for Forecasting Bank Clients Behavior by Transactional Data
Bocquet, Marc	Using machine learning to correct model error in data assimilation and forecast applications
Bokhari, Yahya	PathMEx: Pathway-based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations
Boleto, Gianluca	An Efficient Hybrid Planning Framework for In-Station Train Dispatching
Boltuc, Agnieszka	PIES for viscoelastic analysis Comprehensive regularization of PIES for problems modeled by 2D Laplace’s equation
Bonavita, Massimo	Using machine learning to correct model error in data assimilation and forecast applications
Bondarev, Alexander	A comparison of the Richardson extrapolation and the approximation error estimation on the ensemble of numerical solutions
Bosak, Bartosz	VVUQ of large-scale applications with QCG-PilotJob
Bosco, Joish J	A Non-Intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones
Boudreault, Louis-Etienne	Intelligent Camera Cloud Operators for Convective Scale Numerical Weather Prediction
Bozejko, Wojciech	The problem of tasks scheduling with due dates in a flexible multi-machine production cell A Job Shop Scheduling Problem with Due Dates under Conditions of Uncertainty
Brandi, Giuseppe	Higher-order hierarchical spectral clustering for multidimensional data
Brantley, Patrick	A Dynamic Replication Approach for Monte Carlo Photon Transport on Heterogeneous Architectures
Bratvold, Reidar Brumer	Real-time probabilistic inversion of DNN-based DeepEM model while accounting for model error
Brzeski, Robert	Music genre classification: looking for the Perfect Network
Brzoza-Woch, Robert	Dataset for anomalies detection in 3D printing
Bródka, Piotr	Dynamic pricing and discounts by means of interactive presentation systems in stationary point of sales
Bubak, Marian	Towards Personalised Computational Medicine – Sano Centre Perspective
Bubnova, Anna	Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks
Budde, Klemens	TBox - Risk Classification Models for Kidney Graft Failure
Bukhanov, Nikita	Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks
Burbidge, Luke	Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science
Burduk, Robert	Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters
Burkhart, Michael C.	Discriminative Bayesian Filtering for the Semi-Supervised Augmentation of Sequential Observation Data
Byeon, Wonmin	NVIDIA SimNet™: An AI-Accelerated Multi-Physics Simulation Framework
Byrski, Aleksander	Socio-cognitive Evolution Strategies Elitism in Multiobjective Hierarchical Strategy Effective Car Collision Detection with Mobile Phone Only
Byrski, Jędrzej	New On-Line Algorithms for Modelling, Identification and Simulation of Non-Linear Multidimensional Dynamic Systems Using Modulating Functions and Non-Asymptotic State Estimators: Case Study for a Chosen Physical Process
Byrski, Witold	New On-Line Algorithms for Modelling, Identification and Simulation of Non-Linear Multidimensional Dynamic Systems Using Modulating Functions and Non-Asymptotic State Estimators: Case Study for a Chosen Physical Process
Byszuk, Joanna	Scalable handwritten text recognition system for lexicographic sources of under-resourced languages and alphabets
C
Calo, Victor	Exploiting the Kronecker product structure of \varphi-functions with applications to exponential time integrators
Calo, Victor	Outlier removal for isogeometric spectral approximation with the optimally-blended quadratures Refined Isogeometric Analysis for Solving Quadratic Eigenproblems in Electromagnetics
Campos, Ricardo	Modeling the electromechanics of a single cardiac myocyte
Cannataro, Mario	A Software Pipeline Based on Sentiment Analysis to Analyze Narrative Medicine Texts
Cao, Cong	Human-like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling
Cao, Yanan	Human-like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling
Cardellini, Matteo	An Efficient Hybrid Planning Framework for In-Station Train Dispatching
Cardenas Canto, Pedro	Big Data for National Security in the Era of COVID-19
Cardoso, Pedro J.S.	Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings
Carper, Clay E.	I-80 Closures: An Autonomous Machine Learning Approach
Carriazo, Alfonso	Composite generalized elliptic curve-based surface reconstruction
Casanova, Henri	Evaluating energy-aware scheduling algorithms for I/O-intensive scientific workflows
Cascitti, Julian	RNACache: Fast Mapping of RNA-Seq Reads to Transcriptomes using MinHashing
Castrillon, Jeronimo	The OpenPME Problem Solving Environment for Numerical Simulations
Ceballos, Hector G.	Predicting Soccer Results through Sentiment Analysis: A Graph Theory Approach
Cecot, Witold	MsFEM upscaling for coupled thermo-mechanical problem
Celestini, Alessandro	A Model for Urban Social Networks
Cella, Ubaldo	Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding
Chandrasekaran, Dhivya	Validating Optimal COVID-19 Vaccine Distribution Models
Chang, Peng	MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-Grained Features
Chaudhry, Ehtzaz	State-of-the-art in 3D face reconstruction from a single RGB image Composite generalized elliptic curve-based surface reconstruction
Chaudhry, Ehtzaz	Shape reconstruction from point clouds using closed form solution of a fourth-order partial differential equation
Chaves-Montero, Jonas	Scalable Statistical Inference of Photometric Redshift via Data Subsampling
Chen, Guangye	Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations
Childs, Hank	Investigating In Situ Reduction via Lagrangian Representations for Cosmology and Seismology Applications A Dynamic Replication Approach for Monte Carlo Photon Transport on Heterogeneous Architectures
Chipchagov, Mihail	Model of the Cold-start Recommender System Based on the Petri-Markov Nets
Chiscop, Irina	Multimodal Container Planning: a QUBO Formulation and Implementation on a Quantum Annealer
Choras, Michal	The Methods and Approaches of Explainable Artificial Intelligence Transformer Based Models in Fake News Detection
Choudhry, Sanjay	NVIDIA SimNet™: An AI-Accelerated Multi-Physics Simulation Framework
Choudhury, Salimur	Validating Optimal COVID-19 Vaccine Distribution Models
Chue Hong, Neil	Understanding Equity, Diversity and Inclusivity Challenges Within the Research Software Community
Chun-Wei Lin, Jerry	Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
Chunaev, Petr	Predictability Classes for Forecasting Bank Clients Behavior by Transactional Data
Chung, Eric	Learning nonlinear upscaling model for nonlinear transport problems
Châtel, Bas	Refining the causal loop diagram: a tutorial for maximizing the contribution of domain expertise in computational system dynamics modeling
Cianfriglia, Marco	A Model for Urban Social Networks
Ciaramella, Angelo	A GPU algorithm for Outliers detection in TESS light curves
Ciprian, Truica	DenLAC: Density Levels Aggregation Clustering - A Flexible Clustering Method
Clarke, Siobhan	Smoothing Speed Variability in Age-Friendly Urban Traffic Management
Coelho, Anna Luisa	Modeling the electromechanics of a single cardiac myocyte
Coffeng, Luc E.	Uncertainty quantification of COVID-19 exit strategies in an individual-based and geographically stratified transmission model
Cofta, Piotr	Applicability of Machine Learning to Short-Term Prediction of Changes in the Low Voltage Electricity Distribution Network
Cogiel, Michał	ELSA: Euler-Lagrange Skeletal Animations - novel and fast motion model applicable to VR/AR devices
Cohen, Jeremy	Understanding Equity, Diversity and Inclusivity Challenges Within the Research Software Community
Coleman, Tainã	Evaluating energy-aware scheduling algorithms for I/O-intensive scientific workflows
Constantinescu, Emil	Revolve-Based Adjoint Checkpointing for Multistage Time Integration
Cortés, Ana	Evaluating WRF-BEP/BEM performance: on the way to analyze urban air quality at high resolution using WRF-Chem+BEP/BEM
Coster, David	Validation, verification and sensitivity analysis in the multiscale fusion plasma simulations Gaussian Process surrogate models for uncertainty quantification in multiscale fusion simulations
Covone, Giovanni	A GPU algorithm for Outliers detection in TESS light curves
Crawl, Daniel	Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements
Crielaard, Loes	Refining the causal loop diagram: a tutorial for maximizing the contribution of domain expertise in computational system dynamics modeling
Croci, Maximilian	Data Assimilation using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models
Crommelin, Daan	Uncertainty quantification of COVID-19 exit strategies in an individual-based and geographically stratified transmission model
Cruzen, Christopher	An innovative employment of NetLogo AIDS model in developing a new chain coding mechanism for compression
Cunha, Jose	A Model for Predicting n-gram Frequency Distribution in Large Corpora
Cupek, Rafal	Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
Cupek, Rafal	Data preprocessing, aggregation and clustering for agile manufacturing based on Automated Guided Vehicles
Czarnowski, Ireneusz	Learning from Imbalanced Data Streams based on Over-Sampling and Instance Selection
Czech, Wojciech	Grouped Multi-Layer Echo State Networks with Self-Normalizing Activations
D
D, Prasanna Kumaran	A Non-Intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones
da Fonseca Vieira, Vinícius	How fast vaccination can control the COVID-19 pandemic in Brazil?
Dadhich, Komal	ScatterPlotAnalyzer: Digitizing Images of Charts Using Tensor-based Computational Model
Daggubati, Siri Chandana	ScatterPlotAnalyzer: Digitizing Images of Charts Using Tensor-based Computational Model
Dang, Weixia	TS-Bert: Time-series Anomaly Detection via Pre-training Model Bert
Dasgupta, Subhasis	Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science
de Callafon, Raymond	Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements
De Crescenzo, Francesco	Automatic Optimization Method based on mesh morphing surface sculpting driven by Biological Growth Method: an application to the Coiled Spring section shape
de la Puente, Josep	AI-based optimization of earthquake fiber bundle models using reinforcement learning
de Leeuw, Fons	Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional Methods
De Luca, Pasquale	A GPU algorithm for Outliers detection in TESS light curves
de Melo Quintela, Bárbara	How fast vaccination can control the COVID-19 pandemic in Brazil?
de Vlas, Sake J.	Uncertainty quantification of COVID-19 exit strategies in an individual-based and geographically stratified transmission model
Deeva, Irina	Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks
del Aguila Ferrandis, Jose	NVIDIA SimNet™: An AI-Accelerated Multi-Physics Simulation Framework
Demkowicz, Leszek	AIHPC4AS KEYNOTE: The Discontinuous Petrov-Galerkin (DPG) Method for Convection-Reaction Problems Deep learning driven self-adaptive hp finite element method
Deng, Quanling	Outlier removal for isogeometric spectral approximation with the optimally-blended quadratures
Derevitskii, Ilia	Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy
Desu, Surya Sai Teja	Adiabatic Quantum Feature Selection for Sparse Linear Regression
Dhou, Khaldoon	An innovative employment of NetLogo AIDS model in developing a new chain coding mechanism for compression
Di, Zichao Wendy	Hierarchical Analysis of Halo Center in Cosmology
Di Matteo, Tiziana	Higher-order hierarchical spectral clustering for multidimensional data
Dias, João Pedro	A Review on Visual Programming for Distributed Computation in IoT Programming IoT-spaces: A User-Survey on Home Automation Rules
Diekmann, Christopher	A Semi-Supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere
Doan, Nguyen Anh Khoa	Auto-Encoded Reservoir Computing for Turbulence Learning
Doniec, Maciej	Three-state opinion q-voter model with bounded confidence
Doroz, Rafal	Missing value imputation method using separatefeatures nearest neighbors algorithm
Douglas, Craig C.	I-80 Closures: An Autonomous Machine Learning Approach
Drabik, Dominik	Towards mimetic membrane systems in Molecular dynamics: characteristics of E.coli membrane system
Dragan, Krzysztof	Corrosion detection on aircraft fuselage with multi-teacher knowledge distillation
Drapała, Michał	New On-Line Algorithms for Modelling, Identification and Simulation of Non-Linear Multidimensional Dynamic Systems Using Modulating Functions and Non-Asymptotic State Estimators: Case Study for a Chosen Physical Process
Drewniak, Marek	Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
Drewniak, Marek	Data preprocessing, aggregation and clustering for agile manufacturing based on Automated Guided Vehicles
Du, Fengyang	Grasp the Key: Towards Fast and Accurate Host-based Intrusion Detection in Data Centers
Duan, Huoyuan	A new finite element method for Stokes equations with pressure Dirichlet boundary condition
Dudziński, Marcin	Some proposal of the high dimensional PU learning classification procedure
Dura, Aleksandra	EEG-based Emotion Recognition – Evaluation Methodology Revisited Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition
Duraj, Agnieszka	Linguistic Summaries using Interval-valued Fuzzy Representation of Imprecise Information - an Innovative Tool for Detecting Outliers
Durka, Michał	LSTM processing of experimental time series with varied quality
Dutka, Łukasz	Scientific workflow management on hybrid clouds with cloud bursting and transparent data access
Dvořák, Jan	Towards understanding time varying triangle meshes
Dzialowski, Karol	Football Players Movement Analysis in Panning Videos
Dziewa-Dawidczyk, Diana	Some proposal of the high dimensional PU learning classification procedure
Dziomdziora, Adam	Intelligent Planning of Logistic Networks to Counteract Uncertainty Propagation
Dzwinel, Witold	Supermodeling - a meta-procedure for data assimilation and parameters estimation Corrosion detection on aircraft fuselage with multi-teacher knowledge distillation
Déprés, Hugues	Improved Lower Bounds for the Cyclic Bandwidth Problem
Dębski, Roman	Pruned simulation-based optimal sailboat path search using micro HPC systems
E
Edeling, Wouter	Uncertainty quantification of COVID-19 exit strategies in an individual-based and geographically stratified transmission model Comparison of polynomial chaos expansion and stochastic collocation methods: A case study in forced migration
Eder, Maciej	Scalable handwritten text recognition system for lexicographic sources of under-resourced languages and alphabets
El-Amin Mousa, Mohammed	Modeling and Simulation of Atmospheric Water Generation Unit Using Anhydrous Salts
El-Bouri, Wahbi	Two-Way Coupling Between 1-D Blood Flow and 3-D Tissue Perfusion Models
Elamrani, Mofdi	An enhanced finite element algorithm for thermal Darcy flows with variable viscosity Multilevel adaptive Lagrange-Galerkin methods for unsteady incompressible viscous flows
Elena, Apostol	DenLAC: Density Levels Aggregation Clustering - A Flexible Clustering Method
Elkhovskaya, Liubov	Feature Engineering with Process Mining Technique for Patient State Predictions
Elsheikh, Ahmed	Deep learning for prediction of complex geology ahead of drilling Real-time probabilistic inversion of DNN-based DeepEM model while accounting for model error
Emu, Mahzabeen	Validating Optimal COVID-19 Vaccine Distribution Models
Ernst, Sebastian	Estimation of Road Lighting Power Efficiency Using Graph-Controlled Spatial Data Interpretation
Ertl, Benjamin	A Semi-Supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere
F
F. Sbalzarini, Ivo	The OpenPME Problem Solving Environment for Numerical Simulations
Fadikar, Arindam	Scalable Statistical Inference of Photometric Redshift via Data Subsampling
Fakhfakh, Khouloud	Fuzzy ontology for patient emergency department triage
Fan, Shiwei	Data Assimilation in the Latent Space of a Convolutional Autoencoder
Fang, Fang	Human-like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling
Fang, Junheng	Composite generalized elliptic curve-based surface reconstruction
Fang, Zhiwei	NVIDIA SimNet™: An AI-Accelerated Multi-Physics Simulation Framework
Farchi, Alban	Using machine learning to correct model error in data assimilation and forecast applications
Farmer, J. Doyne	From macro to micro and back: Microstates initialization from chaotic aggregate time series
Farooq, Dr. Umar	Co-evolution of Knowledge Diffusion and Absorption: A Simulation-Based Analysis
Felici, Alessandro	Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding
Ferreira da Silva, Rafael	Evaluating energy-aware scheduling algorithms for I/O-intensive scientific workflows
Fertin, Guillaume	Improved Lower Bounds for the Cyclic Bandwidth Problem
Filelis-Papadopoulos, Christos	Modelling and forecasting based on recurrent pseudoinverse matrices
Filiński, Maciej	Low-dimensional Decompositions for Nonlinear Finite Impulse Response Modeling
Fiscale, Stefano	A GPU algorithm for Outliers detection in TESS light curves
Fister, Iztok Jr.	Discovering the influence of interruptions in cycling training: A data science study
Flatscher, Tobit	Numerical investigation of transport processes in porous media under laminar, transitional and turbulent flow conditions with the lattice-Boltzmann method
Florin, Radulescu	DenLAC: Density Levels Aggregation Clustering - A Flexible Clustering Method
Florindo, Joao	An application of a pseudo-parabolic modeling to texture image recognition A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems
Fojcik, Marcin	Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
Forczmanski, Pawel	Supporting Driver Physical State Estimation by Means of Thermal Image Processing Football Players Movement Analysis in Panning Videos
Formicki, Krzysztof	Monitoring the Uniformity of Fish Feeding Based on Image Feature Analysis
Fortuniak, Krzysztof	LSTM processing of experimental time series with varied quality
Fossum, Kristian	Deep learning for prediction of complex geology ahead of drilling
Foszner, Paweł	ELSA: Euler-Lagrange Skeletal Animations - novel and fast motion model applicable to VR/AR devices
Fransen, Martin	Optimizations of a Generic Holographic Projection Model for GPU's
Freitas Reis, Ruy	How fast vaccination can control the COVID-19 pandemic in Brazil? Uncertainty Quantification of Tissue Damage Due to Blood Velocity in Hyperthermia Cancer Treatments
Freund, Alexander	The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model
Fu, Haibin	State-of-the-art in 3D face reconstruction from a single RGB image Composite generalized elliptic curve-based surface reconstruction
Fu, Peng	Exemplar Guided Latent Pre-trained Dialogue Generation
Fu, Xinyu	Modelling Hospital Strategies in City-Scale Ambulance Dispatching
Fu, Yongwei	Real-time Object Detection for Smart Connected Worker in 3D printing
Fujita, Kohei	Large-scale stabilized multi-physics earthquake simulation for digital twin
Funkner, Anastasia	Discovering the diversity of patient treatment decisions through clinical pathways modeling and physician profiling
Furmańczyk, Konrad	Some proposal of the high dimensional PU learning classification procedure
Furst, Jacob	Ensemble Labeling Towards Scientific Information Extraction (ELSIE)
G
Gajowniczek, Krzysztof	Two stage approach to optimize electricity contract capacity problem for commercial customers
Galletti, Ardelio	A GPU algorithm for Outliers detection in TESS light curves
Gandia, Raul Llopis	Model-based approach to automated provisioning of collaborative educational services
Gandomi, Amir H.	Text-Based Product Matching with Incomplete and Inconsistent Items Descriptions
Ganzha, Maria	Multi-Agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management
Gaol, Ford Lumban	Computational Intelligence Techniques for Assessing Data Quality: Towards Knowledge-Driven Processing
Garcia, Daniel	Refined Isogeometric Analysis for Solving Quadratic Eigenproblems in Electromagnetics
Garrido, Daniel	Building a Prototype for Easy to Use Collaborative Immersive Analytics
Garus, Jan	Electrocardiogram Quality Assessment with Autoencoder
Gasanov, Mikhail	A new multi-objective approach to optimize irrigation using a crop simulation model and weather history
Gdawiec, Krzysztof	Acceleration of the Robust Newton Method by the use of the S-iteration
Gelb, Anne	Empirical Bayesian Inference using Joint Sparsity
Geng, Kui	Resolving Policy Conflicts for Cross-Domain Access Control: A Double Auction Approach
Gepner, Pawel	AI-accelerated CFD simulation based on OpenFOAM and CPU/GPU computing
Geronzi, Leonardo	Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding
Giabbanelli, Philippe	The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based Model How Do Teams of Novice Modelers Choose An Approach? An Iterated, Repeated Experiment In A First-Year Modeling Course
Gielerak, Roman	EntDetector: entanglement detecting toolbox for bipartite quantum states
Giełczyk, Agata	Fake or real? The novel approach to detect online disinformation based on multi ML classifiers
Gladysz, Barbara	The use of type-2 fuzzy sets to assess delays in the implementation of the daily operation plan for the operating theatre
Golba, Dominik	ELSA: Euler-Lagrange Skeletal Animations - novel and fast motion model applicable to VR/AR devices
Golebiowska, Magdalena	The evolution of political views within the model with two binary opinions.
Gomez Romero, Juan	Towards data-driven simulation models for building energy management
Gonzalez-Mendoza, Miguel	Predicting Soccer Results through Sentiment Analysis: A Graph Theory Approach
Gołaszewski, Grzegorz	Reconstruction of Long-Lived Particles in LHCb CERN Project by Data Analysis and Computational Intelligence Methods
Grigorenko, Maksim	Optimization of Resources Allocation in High Performance Computing under Utilization Uncertainty
Grobelny, Jerzy	Vector and triangular representations of project estimation uncertainty: effect of gender on usability
Grochowina, Marcin	Applying DCT combined cepstrum for arteriovenous fistula state estimation
Groen, Derek	Towards a coupled migration and weather simulation: South Sudan conflict Comparison of polynomial chaos expansion and stochastic collocation methods: A case study in forced migration
Groth, Corrado	Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding
Grundner-Culemann, Sophia	OnCall Operator Scheduling for Satellites with Grover's Algorithm
Grycuk, Rafal	Grid-Based Concise Hash for Solar Images
Grzechca, Damian	Analysis of Semestral Progress in Higher Technical Education with HMM Models Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
Grzesik, Piotr	Serverless Nanopore Basecalling with AWS Lambda Metagenomic analysis at the edge with Jetson Xavier NX
Grzeszczuk, Rafal	Deep learning driven self-adaptive hp finite element method
Grzeszczuk, Rafał	Monte Carlo Winning Tickets
Grzyb, Joanna	Application of Multi-Objective Optimization to Feature Selection for a Difficult Data Classification Task
Gu, Mengtian	Grasp the Key: Towards Fast and Accurate Host-based Intrusion Detection in Data Centers
Guarino, Stefano	A Model for Urban Social Networks
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Ø
Øvsthus, Knut	Challenges associated with sensors and data fusion for AGV-driven smart manufacturing
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