ICCS 2021: INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE
PROGRAM

Days: Wednesday, June 16th Thursday, June 17th Friday, June 18th

Wednesday, June 16th

View this program: with abstractssession overviewtalk overview

09:20-10:10 Session 2: Keynote Lecture 1
09:20
Does In Silico Medicine need Big Science? (abstract)
09:45
Towards Personalised Computational Medicine – Sano Centre Perspective (abstract)
10:10-10:40Coffee Break
10:40-12:20 Session 3A: MT 1
10:40
Smoothing Speed Variability in Age-Friendly Urban Traffic Management (abstract)
11:00
An innovative employment of NetLogo AIDS model in developing a new chain coding mechanism for compression (abstract)
11:20
Simulation modeling of epidemic risk in supermarkets: Investigating the impact of social distancing and checkout zone design (abstract)
11:40
A multi-cell cellular automata model of traffic flow with emergency vehicles: effect of a corridor of life (abstract)
12:00
HSLF: HTTP Header Sequence based LSH fingerprints for Application Traffic Classification (abstract)
10:40-12:20 Session 3B: MT 2
10:40
Music genre classification: looking for the Perfect Network (abstract)
11:00
Big Data for National Security in the Era of COVID-19 (abstract)
11:20
Efficient prediction of spatio-temporal events on the example of the availability of vehicles rented per minute (abstract)
11:40
Grouped Multi-Layer Echo State Networks with Self-Normalizing Activations (abstract)
10:40-12:20 Session 3C: AIHPC4AS 1
10:40
Outlier removal for isogeometric spectral approximation with the optimally-blended quadratures (abstract)
11:00
Deep learning model of logging-while-drilling electromagnetic measurements (abstract)
11:20
Socio-cognitive Evolution Strategies (abstract)
11:40
AI-accelerated CFD simulation based on OpenFOAM and CPU/GPU computing (abstract)
10:40-12:20 Session 3D: BBC 1
10:40
Controlling costs in feature selection: information theoretic approach (abstract)
11:00
How fast vaccination can control the COVID-19 pandemic in Brazil? (abstract)
11:20
Uncertainty Quantification of Tissue Damage Due to Blood Velocity in Hyperthermia Cancer Treatments (abstract)
11:40
EEG-based Emotion Recognition – Evaluation Methodology Revisited (abstract)
12:00
Modeling the electromechanics of a single cardiac myocyte (abstract)
10:40-12:20 Session 3E: COMS 1
10:40
Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations (abstract)
11:00
Optimum Design of Tuned Mass Dampers for Adjacent Structures via Flower Pollination Algorithm (abstract)
11:20
On Fast Multi-Objective Optimization of Antenna Structures Using Pareto Front Triangulation and Inverse Surrogates (abstract)
11:40
Optimizations of a Generic Holographic Projection Model for GPU's (abstract)
12:00
Similarity and Conformity Graphs in Lighting Optimization and Assessment (abstract)
10:40-12:20 Session 3F: SOFTMAC 1
10:40
Novel finite element solvers for coupled Stokes-Darcy flow problems (abstract)
11:00
Learning nonlinear upscaling model for nonlinear transport problems (abstract)
11:20
Staggered DG method for Darcy flows in fractured porous media on general meshes (abstract)
11:40
Multi-phase compressible compositional simulations with phase equilibrium computation in the VTN specification (abstract)
12:00
Numerical Simulation of Free Surface Affected by Submarine with a Rotating Screw Moving Underwater (abstract)
10:40-12:20 Session 3G: CLDD 1
10:40
Chosen Challenges of Imbalanced Data Stream Classification (abstract)
11:30
Soft Confusion Matrix Classifier for Stream Classification (abstract)
11:50
Some proposal of the high dimensional PU learning classification procedure (abstract)
10:40-12:20 Session 3H: CSOC 1
10:40
A Model for Urban Social Networks (abstract)
11:00
Three-state opinion q-voter model with bounded confidence (abstract)
11:20
The evolution of political views within the model with two binary opinions. (abstract)
11:40
How to reach consensus? Better disagree with your neighbor. (abstract)
12:00
Efficient calibration of a financial agent-based model using the method of simulated moments (abstract)
10:40-12:20 Session 3I: DisA 1
10:40
The Methods and Approaches of Explainable Artificial Intelligence (abstract)
11:00
Fake or real? The novel approach to detect online disinformation based on multi ML classifiers (abstract)
11:20
Transformer Based Models in Fake News Detection (abstract)
11:40
Towards Model-Agnostic Ensemble Explanations (abstract)
10:40-12:20 Session 3J: CMSA 1
10:40
A new multi-objective approach to optimize irrigation using a crop simulation model and weather history (abstract)
11:00
Bluetooth Low Energy Livestock Positioning for Smart Farming Applications (abstract)
11:20
Monitoring the Uniformity of Fish Feeding Based on Image Feature Analysis (abstract)
12:20-13:20Lunch
13:20-15:00 Session 4A: MT 3
13:20
Out-plant milk-run-driven mission planning subject to dynamic changes of date and place delivery (abstract)
13:40
An Efficient Hybrid Planning Framework for In-Station Train Dispatching (abstract)
14:00
Evaluating energy-aware scheduling algorithms for I/O-intensive scientific workflows (abstract)
14:20
A Job Shop Scheduling Problem with Due Dates under Conditions of Uncertainty (abstract)
13:20-15:00 Session 4B: MT 4
13:20
SGAIN, WSGAIN-CP and WSGAIN-GP: Novel Gan Methods for Missing Data Imputation (abstract)
13:40
Machine-Learning Based Prediction of Multiple Types of Network Traffic (abstract)
14:00
Scalable handwritten text recognition system for lexicographic sources of under-resourced languages and alphabets (abstract)
14:20
Scientific workflow management on hybrid clouds with cloud bursting and transparent data access (abstract)
13:20-15:00 Session 4C: AIHPC4AS 2
13:20
AIHPC4AS KEYNOTE: The Discontinuous Petrov-Galerkin (DPG) Method for Convection-Reaction Problems (abstract)
14:00
Refined Isogeometric Analysis for Solving Quadratic Eigenproblems in Electromagnetics (abstract)
14:20
Supermodeling - a meta-procedure for data assimilation and parameters estimation (abstract)
14:40
Effective solution of ill-posed inverse problems with stabilized forward solver (abstract)
13:20-15:00 Session 4D: BBC 2
13:20
Towards mimetic membrane systems in Molecular dynamics: characteristics of E.coli membrane system (abstract)
13:40
PathMEx: Pathway-based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations (abstract)
14:00
Serverless Nanopore Basecalling with AWS Lambda (abstract)
14:20
A Software Pipeline Based on Sentiment Analysis to Analyze Narrative Medicine Texts (abstract)
13:20-15:00 Session 4E: COMS 2
13:20
Pruned simulation-based optimal sailboat path search using micro HPC systems (abstract)
13:40
Two stage approach to optimize electricity contract capacity problem for commercial customers (abstract)
14:00
Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation (abstract)
14:20
Graph-grammar based longest-edge refinement algorithm for three-dimensional optimally p refined meshes with tetrahedral elements (abstract)
14:40
Elitism in Multiobjective Hierarchical Strategy (abstract)
13:20-15:00 Session 4F: SOFTMAC 2
13:20
A new finite element method for Stokes equations with pressure Dirichlet boundary condition (abstract)
13:40
Poroelasticity Modules for \texttt{DarcyLite} (abstract)
14:00
Mathematical Modeling of the Single-Phase Multicomponent Flow in Porous Media (abstract)
14:20
An enhanced finite element algorithm for thermal Darcy flows with variable viscosity (abstract)
14:40
Multilevel adaptive Lagrange-Galerkin methods for unsteady incompressible viscous flows (abstract)
13:20-15:00 Session 4G: CLDD 2
13:20
Classifying Functional Data from Orthogonal Projections -- model, properties and fast implementation (abstract)
13:40
Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters (abstract)
14:00
Exact Searching for the Smallest Deterministic Automaton (abstract)
14:20
Learning Invariance in Deep Neural Networks (abstract)
14:40
Mimicking learning for 1-NN classifiers (abstract)
13:20-15:00 Session 4H: IoTSS 1
13:20
A Review on Visual Programming for Distributed Computation in IoT (abstract)
13:40
Data preprocessing, aggregation and clustering for agile manufacturing based on Automated Guided Vehicles (abstract)
14:00
Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables (abstract)
14:20
A Decision Support System Based on Augmented Reality for the Safe Preparation of Chemotherapy Drugs (abstract)
13:20-15:00 Session 4I: ACMAIML 1
13:20
Using Randomized Sub-data Sets for an Ensemble of Deep Learning Models to enhance Robustness (abstract)
13:40
A Deep Neural Network Based on Stacked Auto-Encoder and Dataset Stratification in Indoor Localization (abstract)
14:00
Recurrent Autoencoder with Sequence-Aware Encoding (abstract)
14:20
A Gist Information Guided Neural Network for Abstractive Summarization (abstract)
14:40
Quality of Recommendations and Cold-start Problem in Recommender Systems based on Multi-Clusters (abstract)
15:00
Model of the Cold-start Recommender System Based on the Petri-Markov Nets (abstract)
13:20-15:00 Session 4J: SE4Science 1
13:20
I/O Associations in Scientific Software: A Study of SWMM (abstract)
13:40
Understanding Equity, Diversity and Inclusivity Challenges Within the Research Software Community (abstract)
14:00
How has the COVID-19 Pandemic affected working conditions for Research Software Engineers? (abstract)
15:10-16:00 Session 5: Keynote Lecture 2
15:10
Material Transport Simulation in Complex Neurite Networks Using Isogeometric Analysis and Machine Learning Techniques (abstract)
16:00-16:30Coffee Break
16:30-18:10 Session 6A: MT 5
16:30
Deep learning driven self-adaptive hp finite element method (abstract)
16:50
New variants of SDLS algorithm for LABS problem dedicated to GPGPU architectures (abstract)
17:10
Highly Effective GPU Realization of Discrete Wavelet Transform for Big-Data Problems (abstract)
17:30
A Dynamic Replication Approach for Monte Carlo Photon Transport on Heterogeneous Architectures (abstract)
17:50
Scaling Simulation of Continuous Urban Traffic Model for High Performance Computing System (abstract)
16:30-18:10 Session 6B: MT 6
16:30
A Semi-Supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere (abstract)
16:50
mRelief: A Reward Penalty based Feature SubsetSelection Considering Data Overlapping Problem (abstract)
17:10
Reconstruction of Long-Lived Particles in LHCb CERN Project by Data Analysis and Computational Intelligence Methods (abstract)
17:30
Motion Trajectory Grouping for Human Head Gestures Related to Facial Expressions (abstract)
17:50
DenLAC: Density Levels Aggregation Clustering - A Flexible Clustering Method (abstract)
16:30-18:10 Session 6C: AIHPC4AS 3
16:30
Design of borehole resistivity measurement acquisition systems for noisy data using deep learning (abstract)
16:50
A Finite Element based Deep Learning solver for parametric PDEs (abstract)
17:10
An application of a pseudo-parabolic modeling to texture image recognition (abstract)
17:30
A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems (abstract)
16:30-18:10 Session 6D: MESHFREE 1
16:30
Analysis of vortex induced vibration of a thermowell by high fidelity FSI numerical analysis based on RBF structural modes embedding (abstract)
16:50
Automatic Optimization Method based on mesh morphing surface sculpting driven by Biological Growth Method: an application to the Coiled Spring section shape (abstract)
16:30-18:10 Session 6E: COMS 3
16:30
Modelling and forecasting based on recurrent pseudoinverse matrices (abstract)
16:50
Semi-analytical Monte Carlo optimisation method applied to the inverse Poisson problem (abstract)
17:10
Modeling the contribution of agriculture towards soil nitrogen surplus in Iowa (abstract)
17:30
An attempt to replace System Dynamics with Discrete Rate Modeling in demographic simulations (abstract)
17:50
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 (abstract)
16:30-18:10 Session 6F: SOFTMAC 3
16:30
Numerical investigation of transport processes in porous media under laminar, transitional and turbulent flow conditions with the lattice-Boltzmann method (abstract)
16:50
A three-level linearized time integration scheme for tumor simulations with Cahn-Hilliard equations (abstract)
17:10
A Study on a Marine Reservoir and a Fluvial Reservoir History Matching Based on Ensemble Kalman Filter (abstract)
17:30
Numerical Investigation on Leakage and Diffusion Characteristics of Domestic Hydrogen-Blended Natural Gas in Indoor Space (abstract)
17:50
Modeling and Simulation of Atmospheric Water Generation Unit Using Anhydrous Salts (abstract)
16:30-18:10 Session 6G: CLDD 3
16:30
Application of Multi-Objective Optimization to Feature Selection for a Difficult Data Classification Task (abstract)
16:50
Deep Embedding Features for Action Recognition on Raw Depth Maps (abstract)
17:10
Analysis of variance application in the construction of classifier ensemble based on optimal feature subset for the task of supporting glaucoma diagnosis (abstract)
17:30
Multi-objective evolutionary undersamplingalgorithm for imbalanced data classification (abstract)
17:50
Missing value imputation method using separatefeatures nearest neighbors algorithm (abstract)
16:30-18:10 Session 6H: IoTSS 2
16:30
Metagenomic analysis at the edge with Jetson Xavier NX (abstract)
16:50
Programming IoT-spaces: A User-Survey on Home Automation Rules (abstract)
17:10
Application of the Ant Colony algorithm for routing in next generation programmable networks (abstract)
17:30
Scalable Computing System with Two-Level Reconfiguration of Multi-Channel Inter-Node communication (abstract)
17:50
Real-time Object Detection for Smart Connected Worker in 3D printing (abstract)
16:30-18:10 Session 6I: ACMAIML 2
16:30
Text-Based Product Matching with Incomplete and Inconsistent Items Descriptions (abstract)
16:50
Unsupervised Text Style Transfer via An Enhanced Operation Pipeline (abstract)
17:10
Exemplar Guided Latent Pre-trained Dialogue Generation (abstract)
17:30
Monte Carlo Winning Tickets (abstract)
17:50
Interpreting Neural Networks Prediction for a Single Instance via Random Forest Feature Contributions (abstract)
18:10
A Higher-Order Adaptive Network Model to Simulate Development of and Recovery from PTSD (abstract)
16:30-18:10 Session 6J: SE4Science 2

Working Session to write blog posts

Thursday, June 17th

View this program: with abstractssession overviewtalk overview

09:00-09:50 Session 7: Keynote Lecture 3
09:00
Enabling High-Performance Large-Scale Irregular Computations (abstract)
09:50-10:20Coffee Break
10:20-12:00 Session 8A: MT 7
10:20
Acceleration of the Robust Newton Method by the use of the S-iteration (abstract)
10:40
A New Approach to Eliminate Rank Reversal in the MCDA problems (abstract)
11:00
Validating Optimal COVID-19 Vaccine Distribution Models (abstract)
11:20
RNACache: Fast Mapping of RNA-Seq Reads to Transcriptomes using MinHashing (abstract)
11:40
Digital image reduction for analysis of topological changes in pore space during chemical dissolution (abstract)
10:20-12:00 Session 8B: MT 8
10:20
Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks (abstract)
10:40
Analytic and Numerical Solutions of Space-Time Fractional Diffusion Wave Equations with different Fractional order (abstract)
11:00
Chebyshev-type rational approximations of the one-way Helmholtz equation for solving a class of wave propagation problems (abstract)
11:20
Investigating In Situ Reduction via Lagrangian Representations for Cosmology and Seismology Applications (abstract)
11:40
PIES for viscoelastic analysis (abstract)
10:20-12:00 Session 8C: AIHPC4AS 4
10:20
Agent-based Modeling of Social Phenomena for High Performance Distributed Simulations (abstract)
10:40
Automated Method for Evaluating Neural Network's Attention Focus (abstract)
11:00
AI-based optimization of earthquake fiber bundle models using reinforcement learning (abstract)
11:20
Machine Learning Control Design for Elastic Composite Materials (abstract)
10:20-12:00 Session 8D: CompHealth 1
10:20
Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy (abstract)
10:40
Towards cost-effective treatment of periprosthetic joint infection: from statistical analysis to Markov models (abstract)
11:00
Refining the causal loop diagram: a tutorial for maximizing the contribution of domain expertise in computational system dynamics modeling (abstract)
11:20
Discovering the diversity of patient treatment decisions through clinical pathways modeling and physician profiling (abstract)
11:40
Optimization of Selection of Tests in Diagnosing the Patient by General Practitioner (abstract)
10:20-12:00 Session 8E: COMS 4
10:20
Iterative global sensitivity analysis algorithm with neural network surrogate modeling (abstract)
10:40
Forecasting Electricity Prices: Autoregressive Hybrid Nearest Neighbors (ARHNN) method (abstract)
11:00
Data-Driven Methods for Weather Forecast (abstract)
11:20
Generic Case of Leap-Frog Algorithm for Optimal Knots Selection in Fitting Reduced Data (abstract)
11:40
Intelligent Planning of Logistic Networks to Counteract Uncertainty Propagation (abstract)
10:20-12:00 Session 8F: QCW 1
10:20
Implementing Quantum Finite Automata Algorithms on Noisy Devices (abstract)
10:40
OnCall Operator Scheduling for Satellites with Grover's Algorithm (abstract)
11:00
Multimodal Container Planning: a QUBO Formulation and Implementation on a Quantum Annealer (abstract)
11:20
Portfolio Optimisation Using the D-Wave Quantum Annealer (abstract)
11:40
Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing (abstract)
10:20-12:00 Session 8G: MMS 1
10:20
VVUQ of large-scale applications with QCG-PilotJob (abstract)
10:40
Validation, verification and sensitivity analysis in the multiscale fusion plasma simulations (abstract)
11:00
Towards a coupled migration and weather simulation: South Sudan conflict (abstract)
11:20
Evaluating WRF-BEP/BEM performance: on the way to analyze urban air quality at high resolution using WRF-Chem+BEP/BEM (abstract)
10:20-12:00 Session 8H: CLDD 4
10:20
On validity of Extreme Value Theory-based parametric models for out-of-distribution detection (abstract)
10:40
Clustering-based Ensemble Pruning in the Imbalanced Data Classification (abstract)
11:00
Improvement of random undersampling to avoid excessive removal of points from a given area of the majority class (abstract)
11:20
Predictability Classes for Forecasting Bank Clients Behavior by Transactional Data (abstract)
11:40
A Non-Intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones (abstract)
12:00-13:00Lunch
13:00-14:40 Session 9A: MT 9
13:00
Revolve-Based Adjoint Checkpointing for Multistage Time Integration (abstract)
13:20
High Resolution TVD Scheme based on Fuzzy Modifiers for Shallow-Water equations (abstract)
13:40
Large-scale stabilized multi-physics earthquake simulation for digital twin (abstract)
14:00
On the design of Monte-Carlo particle coagulation solver interface: a CPU/GPU Super-Droplet Method case study with PySDM (abstract)
14:20
Comprehensive regularization of PIES for problems modeled by 2D Laplace’s equation (abstract)
13:00-14:40 Session 9B: MT 10
13:00
Fast and Accurate Determination of Graph Node Connectivity Leveraging Approximate Methods (abstract)
13:20
An Exact Algorithm for Finite Metric Space Embedding into a Euclidean Space when the Dimension of the Space is not Known. (abstract)
13:40
Resolving Policy Conflicts for Cross-Domain Access Control: A Double Auction Approach (abstract)
14:00
An Adaptive Network Model for Procrastination Behaviour Including Self-Regulation and Emotion Regulation (abstract)
13:00-14:40 Session 9C: AIHPC4AS 5
13:00
Exploiting the Kronecker product structure of \varphi-functions with applications to exponential time integrators (abstract)
13:20
Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations (abstract)
13:40
Deep Learning for solving partial differential equations using Ritz method (abstract)
14:00
Deep learning for prediction of complex geology ahead of drilling (abstract)
13:00-14:40 Session 9D: CompHealth 2
13:00
Simulation of Burnout Processes by a Multi-Order Adaptive Network Model (abstract)
13:20
Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition (abstract)
13:40
Regaining Cognitive Control: An Adaptive Computational Model Involving Neural Correlates of Stress, Control and Intervention (abstract)
14:00
MAM: A Metaphor-based Approach for Mental Illness Detection (abstract)
14:20
Theory of Mind Helps to Predict Neurodegenerative Processes in Parkinson's Disease (abstract)
13:00-14:40 Session 9E: COMS 5
13:00
Modeling traffic forecasts with probability in DWDM optical networks (abstract)
13:20
Endogenous factors affecting the cost of large-scale geo-stationary satellite systems (abstract)
13:40
Description of electricity consumption by using leading hours intra-day model (abstract)
14:00
The problem of tasks scheduling with due dates in a flexible multi-machine production cell (abstract)
14:20
Discovering the influence of interruptions in cycling training: A data science study (abstract)
14:40
Analysis of complex partial seizure using non-linear duffing Van der Pol oscillator model (abstract)
13:00-14:40 Session 9F: QCW 2
13:00
Classification using a two-qubit quantum chip (abstract)
13:20
Performance Analysis of Support Vector Machine Implementations on the D-Wave Quantum Annealer (abstract)
13:40
Adiabatic Quantum Feature Selection for Sparse Linear Regression (abstract)
14:00
EntDetector: entanglement detecting toolbox for bipartite quantum states (abstract)
14:20
On Decision Support for Quantum Application Developers: Categorization, Comparison, and Analysis of Existing Technologies (abstract)
13:00-14:40 Session 9G: MMS 2
13:00
Pathology dynamics in healthy-toxic protein interaction and the multiscale analysis of neurodegenerative diseases (abstract)
13:20
A Semi-implicit Backward Differentiation ADI Method for Solving Monodomain Model (abstract)
13:40
A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction (abstract)
14:00
MsFEM upscaling for coupled thermo-mechanical problem (abstract)
14:20
MaMiCo: Non-Local Means Filtering with Flexible Data-Flow for Coupling MD and CFD (abstract)
13:00-14:40 Session 9H: IoTSS 3
13:00
Object-Oriented Internet - Cloud Interoperability (abstract)
13:20
Static and Dynamic Comparison of Pozyx and DecaWave UWB Indoor Localization Systems with Possible Improvements (abstract)
13:40
Challenges associated with sensors and data fusion for AGV-driven smart manufacturing (abstract)
14:00
Dynamic pricing and discounts by means of interactive presentation systems in stationary point of sales (abstract)
14:20
Dataset for anomalies detection in 3D printing (abstract)
13:00-14:40 Session 9I: ACMAIML 3
13:00
Trojan Traffic Detection Based on Meta-learning (abstract)
13:20
Grasp the Key: Towards Fast and Accurate Host-based Intrusion Detection in Data Centers (abstract)
13:40
MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-Grained Features (abstract)
14:00
TS-Bert: Time-series Anomaly Detection via Pre-training Model Bert (abstract)
14:20
Relation order histograms as a network embedding tool (abstract)
13:00-14:40 Session 9J: CLDD 5
13:00
Analysis of Semestral Progress in Higher Technical Education with HMM Models (abstract)
13:20
Vicinity-based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification (abstract)
13:40
Grid-Based Concise Hash for Solar Images (abstract)
14:00
Machine learning algorithms for conversion of CVSS base score from 2.0 to 3.x (abstract)
14:20
Applicability of Machine Learning to Short-Term Prediction of Changes in the Low Voltage Electricity Distribution Network (abstract)
14:50-15:40 Session 10: Keynote Lecture 4
14:50
Empirical Bayesian Inference using Joint Sparsity (abstract)
15:40-16:10Coffee Break
16:10-17:50 Session 11A: MT 11
16:10
Improved Lower Bounds for the Cyclic Bandwidth Problem (abstract)
16:30
Co-evolution of Knowledge Diffusion and Absorption: A Simulation-Based Analysis (abstract)
16:50
Estimation of Road Lighting Power Efficiency Using Graph-Controlled Spatial Data Interpretation (abstract)
17:10
Embedding alignment methods in dynamic networks (abstract)
16:10-17:50 Session 11B: MT 12
16:10
The OpenPME Problem Solving Environment for Numerical Simulations (abstract)
16:30
Building a Prototype for Easy to Use Collaborative Immersive Analytics (abstract)
16:50
Implementation of Auditable Blockchain Voting System with Hyperledger Fabric (abstract)
17:10
Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science (abstract)
16:10-17:50 Session 11C: CompHealth 3
16:10
Feature Engineering with Process Mining Technique for Patient State Predictions (abstract)
16:30
Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks (abstract)
16:50
Deep convolutional neural networks in application to kidney segmentation in the DCE-MR images (abstract)
17:10
Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data (abstract)
17:30
Side effect alerts generation from EHR in Polish (abstract)
16:10-17:50 Session 11D: QCW 3
16:10
Quantum Asymmetric Encryption Based on Quantum Point Obfuscation (abstract)
16:30
Index calculus method for solving elliptic curve discrete logarithm problem using quantum annealing (abstract)
16:10-17:50 Session 11E: MLDADS 1
16:10
Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional Methods (abstract)
16:30
Automatic-differentiated Physics-Informed Echo State Network (API-ESN) (abstract)
16:50
A machine learning method for parameter estimation and sensitivity analysis (abstract)
17:10
Auto-Encoded Reservoir Computing for Turbulence Learning (abstract)
17:30
Real-time probabilistic inversion of DNN-based DeepEM model while accounting for model error (abstract)
16:10-17:50 Session 11F: IoTSS 4
16:10
Profile-driven synthetic trajectories generation to enhance smart systems solutions (abstract)
16:30
Augmenting automatic clustering with expert knowledge and explanations (abstract)
16:50
Renewable energy-aware heuristic algorithms for edge server selection for stream data processing (abstract)
16:10-17:50 Session 11G: ACMAIML 4
16:10
Desensitization Due to Overstimulation: A Second-Order Adaptive Network Model (abstract)
16:30
Modified deep Q-network algorithm applied to the evacuation problem (abstract)
16:50
Human-like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling (abstract)
17:10
Discriminative Bayesian Filtering for the Semi-Supervised Augmentation of Sequential Observation Data (abstract)
17:30
Trend Capturing SAX (abstract)
17:50
MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer Reviews (abstract)
16:10-17:50 Session 11H: SmartSys 1
16:10
Improving UWB Indoor Localization Accuracy Using Sparse Fingerprinting and Transfer Learning (abstract)
16:30
Effective Car Collision Detection with Mobile Phone Only (abstract)
16:50
Corrosion detection on aircraft fuselage with multi-teacher knowledge distillation (abstract)
17:10
Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings (abstract)
17:30
Supporting the process of sewer pipes inspection using machine learning on embedded devices (abstract)
17:50
Explanation-driven model stacking (abstract)
Friday, June 18th

View this program: with abstractssession overviewtalk overview

09:00-09:50 Session 12: Keynote Lecture 5
09:00
What do Climate Scientists Use Computer Resources for - The Role of Volcanic Activity in Climate and Global Change (abstract)
09:50-10:20Coffee Break
10:20-12:00 Session 13A: MT 13
10:20
Hierarchical Analysis of Halo Center in Cosmology (abstract)
10:40
Fast Click-Through Rate Estimation using Data Aggregates (abstract)
11:00
A Model for Predicting n-gram Frequency Distribution in Large Corpora (abstract)
11:20
Exploiting Extensive External Information for Event Detection through Semantic Networks Word Representation and Attention Map (abstract)
11:40
A New Consistency Coefficient in the Multi-Criteria Decision Analysis Domain (abstract)
10:20-12:00 Session 13B: MT 14
10:20
Scientific Paper Age Prediction (abstract)
10:40
Data Augmentation for Copy-Mechanism in Dialogue State Tracking (abstract)
11:00
Ensemble Labeling Towards Scientific Information Extraction (ELSIE) (abstract)
11:20
Error estimation and correction using the forward CENA method (abstract)
11:40
Monte-Carlo Approach to the Computational Capacities Analysis of the Computing Continuum (abstract)
10:20-12:00 Session 13C: CGIPAI 1
10:20
Factors affecting the sense of scale in immersive, realistic Virtual Reality space (abstract)
10:40
Capsule Network versus Convolutional Neural Network in Image Classification Comparative Analysis (abstract)
11:00
State-of-the-art in 3D face reconstruction from a single RGB image (abstract)
11:20
Towards understanding time varying triangle meshes (abstract)
11:40
Semantic similarity metric learning for sketch-based 3D shape retrieval (abstract)
10:20-12:00 Session 13D: SPU 1
10:20
The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model (abstract)
10:40
Predicting Soccer Results through Sentiment Analysis: A Graph Theory Approach (abstract)
11:00
Advantages of interval modification of NURBS curves in modeling uncertain boundary shape in boundary value problems (abstract)
11:20
New rank-reversal free approach to handle interval data in MCDA problems (abstract)
11:40
Introducing Uncertainty Into Explanaible AI Methods (abstract)
10:20-12:00 Session 13E: CompHealth 4
10:20
Modelling Hospital Strategies in City-Scale Ambulance Dispatching (abstract)
10:40
des-ist: a simulation framework to streamline event-based in silico trials (abstract)
11:00
Data Assimilation in Agent-Based Modeling of Virtual Hospital Indoor Activity for Scheduling and Optimization (abstract)
11:20
Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based Model (abstract)
11:40
Modeling co-circulation of influenza strains in heterogeneous urban populations: the role of herd immunity and uncertainty factors (abstract)
10:20-12:00 Session 13F: CCI 1
10:20
A Method for Improving Word Representation Using Synonym Information (abstract)
10:40
Fast Approximate String Search for Wikification (abstract)
11:00
ASH: A New Tool for Automated and Full-Text Search in Systematic Literature Reviews (abstract)
11:20
A Voice-based Travel Recommendation System Using Linked Open Data (abstract)
10:20-12:00 Session 13G: MLDADS 2
10:20
Using machine learning to correct model error in data assimilation and forecast applications (abstract)
10:40
From macro to micro and back: Microstates initialization from chaotic aggregate time series (abstract)
11:00
Low-dimensional Decompositions for Nonlinear Finite Impulse Response Modeling (abstract)
11:20
Latent GAN: using a latent space-based GAN for rapid forecasting of CFD models (abstract)
11:40
Intelligent Camera Cloud Operators for Convective Scale Numerical Weather Prediction (abstract)
12:00-13:00Lunch
13:00-13:50 Session 14: Keynote Lecture 6
13:00
Implementing Serious Virtual Reality Applications (abstract)
14:00-15:40 Session 15A: DDCS 1
14:00
Addressing Missing Values in a Healthcare Dataset Using an Improved kNN Algorithm (abstract)
14:20
Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements (abstract)
14:40
Scalable Statistical Inference of Photometric Redshift via Data Subsampling (abstract)
15:00
Timeseries based deep hybrid transfer learning framework: A case of electrical vehicle energy consumption (abstract)
14:00-15:40 Session 15B: WTCS 1
14:00
Biophysical Modeling of Excitable Cells - a new Approach to Undergraduate Computational Biology Curriculum Development (abstract)
14:20
Non-Majors Biology with Laboratories Using Computer Simulations (abstract)
14:40
Increasing the impact of teacher presence in online lectures (abstract)
15:00
Model-based approach to automated provisioning of collaborative educational services (abstract)
14:00-15:40 Session 15C: CGIPAI 2
14:00
ScatterPlotAnalyzer: Digitizing Images of Charts Using Tensor-based Computational Model (abstract)
14:20
EEG-Based Emotion Recognition Using Convolutional Neural Networks (abstract)
14:40
Improving Deep Object Detection Backbone with Feature Layers (abstract)
15:00
Procedural Level Generation with Difficulty Level Estimation for Puzzle Games (abstract)
15:20
ELSA: Euler-Lagrange Skeletal Animations - novel and fast motion model applicable to VR/AR devices (abstract)
14:00-15:40 Session 15D: SPU 2
14:00
Vector and triangular representations of project estimation uncertainty: effect of gender on usability (abstract)
14:20
The use of type-2 fuzzy sets to assess delays in the implementation of the daily operation plan for the operating theatre (abstract)
14:40
Linguistic Summaries using Interval-valued Fuzzy Representation of Imprecise Information - an Innovative Tool for Detecting Outliers (abstract)
15:00
Combining heterogeneous indicators by adopting Adaptive MCDA: dealing with Uncertainty (abstract)
15:20
Solutions and Challenges in Computing FBSDEs with Large Jumps for Dam and Reservoir System Operation (abstract)
14:00-15:40 Session 15E: CompHealth 5
14:00
Two-Way Coupling Between 1-D Blood Flow and 3-D Tissue Perfusion Models (abstract)
14:20
Applying DCT combined cepstrum for arteriovenous fistula state estimation (abstract)
14:40
Electrocardiogram Quality Assessment with Autoencoder (abstract)
15:00
Stenosis assessment via volumetric flow rate calculation (abstract)
14:00-15:40 Session 15F: CCI 2
14:00
Learning from Imbalanced Data Streams based on Over-Sampling and Instance Selection (abstract)
14:20
Computational Intelligence Techniques for Assessing Data Quality: Towards Knowledge-Driven Processing (abstract)
14:40
The Power of a Collective: Team of Agents Solving Instances of the Flow Shop and Job Shop Problems (abstract)
15:00
Application of the bagging method and the decision trees to independent data sources (abstract)
14:00-15:40 Session 15G: MLDADS 3
14:00
Data Assimilation in the Latent Space of a Convolutional Autoencoder (abstract)
14:20
Higher-order hierarchical spectral clustering for multidimensional data (abstract)
14:40
Neural Networks for Conditioning Surface-Based Geological Models with Uncertainty Analysis (abstract)
15:00
Towards data-driven simulation models for building energy management (abstract)
15:20
Data Assimilation using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models (abstract)
14:00-15:40 Session 15H: UNEQUIvOCAL 1
14:00
Detection of conditional dependence between multiple variables using multiinformation (abstract)
14:20
Uncertainty Quantification of Coupled 1D Arterial Blood Flow and 3D Tissue Perfusion Models Using the INSIST Framework (abstract)
14:40
Semi-intrusive Uncertainty Quantification of a 3D In-stent Restenosis Model with surrogate modeling (abstract)
15:00
Uncertainty quantification of COVID-19 exit strategies in an individual-based and geographically stratified transmission model (abstract)
15:40-16:10Coffee Break
16:10-17:50 Session 16A: DDCS 2
16:10
Hybrid machine learning for time-series energy data for enhancing energy efficiency in buildings (abstract)
16:30
I-80 Closures: An Autonomous Machine Learning Approach (abstract)
16:50
Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks (abstract)
16:10-17:50 Session 16B: WTCS 2
16:10
A collaborative peer review process for grading coding assignments in coursework (abstract)
16:30
How Do Teams of Novice Modelers Choose An Approach? An Iterated, Repeated Experiment In A First-Year Modeling Course (abstract)
16:50
Undergraduate Capstone Project on One Dimensional Flow Problem (abstract)
16:10-17:50 Session 16C: CGIPAI 3
16:10
Composite generalized elliptic curve-based surface reconstruction (abstract)
16:30
Supporting Driver Physical State Estimation by Means of Thermal Image Processing (abstract)
16:50
Smart Events in Behavior of Non-player characters in Computer Games (abstract)
17:10
Place Inference via Graph-based One-class Decisions on Deep Embeddings and Blur Detections (abstract)
17:30
Football Players Movement Analysis in Panning Videos (abstract)
17:50
Shape reconstruction from point clouds using closed form solution of a fourth-order partial differential equation (abstract)
16:10-17:50 Session 16D: SPU 3
16:10
Optimization of Resources Allocation in High Performance Computing under Utilization Uncertainty (abstract)
16:30
A comparison of the Richardson extrapolation and the approximation error estimation on the ensemble of numerical solutions (abstract)
16:50
Predicted Distribution Density Estimation for Streaming Data (abstract)
17:10
LSTM processing of experimental time series with varied quality (abstract)
17:30
Sampling method for the robust single machine scheduling with uncertain parameters (abstract)
16:10-17:50 Session 16E: CompHealth 6
16:10
Fuzzy ontology for patient emergency department triage (abstract)
16:30
TBox - Risk Classification Models for Kidney Graft Failure (abstract)
16:50
Ontology-based decision support system for dietary recommendations for type 2 diabetes mellitus (abstract)
16:10-17:50 Session 16F: CCI 3
16:10
An Intelligent Social Collective with Facebook-based Communication (abstract)
16:30
Multi-Agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management (abstract)
16:50
Multi-Criteria Seed Selection for Targeted In uence Maximization within Social Networks (abstract)
17:10
How Attachment to your Primary Caregiver Influences your First Adult Relationship: An Adaptive Network Model of Attachment Theory (abstract)
16:10-17:50 Session 16H: UNEQUIvOCAL 2
16:10
Comparison of polynomial chaos expansion and stochastic collocation methods: A case study in forced migration (abstract)
16:30
Gaussian Process surrogate models for uncertainty quantification in multiscale fusion simulations (abstract)
16:50
Second Order Moments of Multivariate Hermite Polynomials (abstract)