Program for Thursday, June 17th: Talk View

PROGRAM FOR THURSDAY, JUNE 17TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

09:00-09:50

Enabling High-Performance Large-Scale Irregular Computations

Maciej Besta

10:20-12:00

Acceleration of the Robust Newton Method by the use of the S-iteration

Krzysztof Gdawiec, Wiesław Kotarski, Agnieszka Lisowska

10:20-12:00

A New Approach to Eliminate Rank Reversal in the MCDA problems

Bartłomiej Kizielewicz, Andrii Shekhovtsov, Wojciech Sałabun

10:20-12:00

Validating Optimal COVID-19 Vaccine Distribution Models

Mahzabeen Emu, Dhivya Chandrasekaran, Vijay Mago, Salimur Choudhury

10:20-12:00

RNACache: Fast Mapping of RNA-Seq Reads to Transcriptomes using MinHashing

Julian Cascitti, Stefan Niebler, Andre Müller, Bertil Schmidt

10:20-12:00

Digital image reduction for analysis of topological changes in pore space during chemical

Dmitriy Prokhorov, Vadim Lisitsa, Yaroslav Bazaikin

10:20-12:00

Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks

Deeva, Bubnova, Andriushchenko, Voskresenskiy, Bukhanov, Nikitin, Kalyuzhnaya

10:20-12:00

Analytic and Numerical Solutions of Space-Time Fractional Diffusion Wave Equations with different Fractional

Abhishek Kumar Singh, Mani Mehra

10:20-12:00

Chebyshev-type rational approximations of the one-way Helmholtz equation for solving a class of wave propagation

Mikhail Lytaev

10:20-12:00

Investigating In Situ Reduction via Lagrangian Representations for Cosmology and Seismology

Sudhanshu Sane, Chris R. Johnson, Hank Childs

10:20-12:00

PIES for viscoelastic analysis

Agnieszka Boltuc, Eugeniusz Zieniuk

10:20-12:00

Agent-based Modeling of Social Phenomena for High Performance Distributed Simulations

Mateusz Paciorek, Wojciech Turek

10:20-12:00

Automated Method for Evaluating Neural Network's Attention Focus

Tomasz Szandała, Henryk Maciejewski

10:20-12:00

AI-based optimization of earthquake fiber bundle models using reinforcement learning

David Modesto, Marisol Monterrubio Velasco, Josep de la Puente

10:20-12:00

Machine Learning Control Design for Elastic Composite Materials

Sebastián Ossandón, Mauricio Barrientos, Camilo Reyes

10:20-12:00

Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy

Ilia Derevitskii, Vladislav Pavlovskii, Sergey Kovalchuk

10:20-12:00

Towards cost-effective treatment of periprosthetic joint infection: from statistical analysis to Markov

Yulia E. Kaliberda, Vasiliy N. Leonenko, Vasiliy A. Artyukh

10:20-12:00

Refining the causal loop diagram: a tutorial for maximizing the contribution of domain expertise in computational system dynamics

Loes Crielaard, Jeroen Uleman, Bas Châtel, Rick Quax, Peter Sloot

10:20-12:00

Discovering the diversity of patient treatment decisions through clinical pathways modeling and physician

Anastasia Funkner, Sergey Kovalchuk

10:20-12:00

Optimization of Selection of Tests in Diagnosing the Patient by General Practitioner

Jan Magott, Irena Wikiera-Magott

10:20-12:00

Iterative global sensitivity analysis algorithm with neural network surrogate modeling

Y.-C. Liu, J. Nagawkar, L. Leifsson, S. Koziel, A. Pietrenko-Dabrowska

10:20-12:00

Forecasting Electricity Prices: Autoregressive Hybrid Nearest Neighbors (ARHNN) method

Weronika Nitka, Tomasz Serafin, Dimitrios Sotiros

10:20-12:00

Data-Driven Methods for Weather Forecast

Elias David Nino-Ruiz, Felipe Acevedo

10:20-12:00

Generic Case of Leap-Frog Algorithm for Optimal Knots Selection in Fitting Reduced Data

Ryszard Kozera, Lyle Noakes, Artur Wilński

10:20-12:00

Intelligent Planning of Logistic Networks to Counteract Uncertainty Propagation

Adam Dziomdziora, Przemysław Ignaciuk

10:20-12:00

Implementing Quantum Finite Automata Algorithms on Noisy Devices

Utku Birkan, Özlem Salehi, Viktor Olejar, Cem Nurlu, Abuzer Yakaryilmaz

10:20-12:00

OnCall Operator Scheduling for Satellites with Grover's Algorithm

A. Scherer, T. Guggemos, S. Grundner-Culemann, N. Pomplun, S. Prüfer, A. Spörl

10:20-12:00

Multimodal Container Planning: a QUBO Formulation and Implementation on a Quantum Annealer

Frank Phillipson, Irina Chiscop

10:20-12:00

Portfolio Optimisation Using the D-Wave Quantum Annealer

Frank Phillipson, Harshil Singh Bhatia

10:20-12:00

Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing

Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien

10:20-12:00

VVUQ of large-scale applications with QCG-PilotJob

B. Bosak, P. Kopta, P. Karlshoefer, E. Raffin, J. Lakhlili, T. Piontek

10:20-12:00

Validation, verification and sensitivity analysis in the multiscale fusion plasma simulations

Luk, Lakhlili, von Toussaint, Veen, Yudin, Hoenen, Scott, Coster

10:20-12:00

Towards a coupled migration and weather simulation: South Sudan conflict

A. Jahani, H. Arabnejad, D. Suleimanova, M. Vuckovic, I. Mahmood, D. Groen

10:20-12:00

Evaluating WRF-BEP/BEM performance: on the way to analyze urban air quality at high resolution using

Veronica Vidal, Ana Cortés, Alba Badia, Gara Villalba

10:20-12:00

On validity of Extreme Value Theory-based parametric models for out-of-distribution detection

Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski

10:20-12:00

Clustering-based Ensemble Pruning in the Imbalanced Data Classification

Pawel Zyblewski

10:20-12:00

Improvement of random undersampling to avoid excessive removal of points from a given area of the majority

Małgorzata Bach, Aleksandra Werner

10:20-12:00

Predictability Classes for Forecasting Bank Clients Behavior by Transactional Data

Elizaveta Stavinova, Klavdiya Bochenina, Petr Chunaev

10:20-12:00

A Non-Intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in

S.V. Venkatesh, P.K. D, J.J. Bosco, P.K. R, V. Vijayaraghavan

13:00-14:40

Revolve-Based Adjoint Checkpointing for Multistage Time Integration

Hong Zhang, Emil Constantinescu

13:00-14:40

High Resolution TVD Scheme based on Fuzzy Modifiers for Shallow-Water equations

Ruchika Lochab, Vivek Kumar

13:00-14:40

Large-scale stabilized multi-physics earthquake simulation for digital twin

Ryota Kusakabe, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Wijerathne Lalith

13:00-14:40

On the design of Monte-Carlo particle coagulation solver interface: a CPU/GPU Super-Droplet Method case study with

Piotr Bartman, Sylwester Arabas

13:00-14:40

Comprehensive regularization of PIES for problems modeled by 2D Laplace’s equation

Krzysztof Szerszen, Eugeniusz Zieniuk, Agnieszka Boltuc, Andrzej Kuzelewski

13:00-14:40

Fast and Accurate Determination of Graph Node Connectivity Leveraging Approximate Methods

Robert Sinkovits

13:00-14:40

An Exact Algorithm for Finite Metric Space Embedding into a Euclidean Space when the Dimension of the Space is not

Ewa Skubalska-Rafajłowicz, Wojciech Rafajłowicz

13:00-14:40

Resolving Policy Conflicts for Cross-Domain Access Control: A Double Auction Approach

Yunchuan Guo, Xiyang Sun, Mingjie Yu, Fenghua Li, Kui Geng, Zifu Li

13:00-14:40

An Adaptive Network Model for Procrastination Behaviour Including Self-Regulation and Emotion

Hildebert Moulie, Robin van den Berg, Jan Treur

13:00-14:40

Exploiting the Kronecker product structure of \varphi-functions with applications to exponential time

Judit Muñoz-Matute, Victor Calo

13:00-14:40

Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma

Nigel Tan, Robert Bird, Guangye Chen, Michela Taufer

13:00-14:40

Deep Learning for solving partial differential equations using Ritz method

Jon Ander Rivera, Ángel Javier Omella, David Pardo

13:00-14:40

Deep learning for prediction of complex geology ahead of drilling

Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed Elsheikh

13:00-14:40

Simulation of Burnout Processes by a Multi-Order Adaptive Network Model

Louis Weyland, Wiebe Jelsma, Jan Treur

13:00-14:40

Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition

A. Dura, A. Wosiak, B. Stasiak, A. Wojciechowski, J. Rogowski

13:00-14:40

Regaining Cognitive Control: An Adaptive Computational Model Involving Neural Correlates of Stress, Control and

Nimat Ullah, Jan Treur

13:00-14:40

MAM: A Metaphor-based Approach for Mental Illness Detection

Dongyu Zhang, Nan Shi, Ciyuan Peng, Abdul Aziz, Wenhong Zhao, Feng Xia

13:00-14:40

Theory of Mind Helps to Predict Neurodegenerative Processes in Parkinson's Disease

Andrzej W. Przybyszewski

13:00-14:40

Modeling traffic forecasts with probability in DWDM optical networks

Stanislaw Kozdrowski, Piotr Sliwka, Slawomir Sujecki

13:00-14:40

Endogenous factors affecting the cost of large-scale geo-stationary satellite systems

Nazareen Sikkandar Basha, Leifur Leifsson, Christina Bloebaum

13:00-14:40

Description of electricity consumption by using leading hours intra-day model

Rafik Nafkha, Krzysztof Karpio, Piotr Łukasiewicz, Arkadiusz Orlowski

13:00-14:40

The problem of tasks scheduling with due dates in a flexible multi-machine production cell

Wojciech Bozejko, Pawel Rajba, Mieczyslaw Wodecki

13:00-14:40

Discovering the influence of interruptions in cycling training: A data science study

Alen Rajšp, Iztok Jr. Fister

13:00-14:40

Analysis of complex partial seizure using non-linear duffing Van der Pol oscillator model

Beata Szuflitowska, Przemyslaw Orlowski

13:00-14:40

Classification using a two-qubit quantum chip

Niels Neumann

13:00-14:40

Performance Analysis of Support Vector Machine Implementations on the D-Wave Quantum Annealer

Harshil Singh Bhatia, Frank Phillipson

13:00-14:40

Adiabatic Quantum Feature Selection for Sparse Linear Regression

Surya Sai Teja Desu, Pk Srijith, Panduranga Rao M.V., Naveen Sivadasan

13:00-14:40

EntDetector: entanglement detecting toolbox for bipartite quantum states

Roman Gielerak, Marek Sawerwain, Joanna Wiśniewska, Marek Wróblewski

13:00-14:40

On Decision Support for Quantum Application Developers: Categorization, Comparison, and Analysis of Existing

Daniel Vietz, Johanna Barzen, Frank Leymann, Karoline Wild

13:00-14:40

Pathology dynamics in healthy-toxic protein interaction and the multiscale analysis of neurodegenerative

Swadesh Pal, Roderick Melnik

13:00-14:40

A Semi-implicit Backward Differentiation ADI Method for Solving Monodomain Model

Maryam Alqasemi, Youssef Belhamadia

13:00-14:40

A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction

Jose Pablo Quesada Molina, Stefano Mariani

13:00-14:40

MsFEM upscaling for coupled thermo-mechanical problem

Marek Klimczak, Witold Cecot

13:00-14:40

MaMiCo: Non-Local Means Filtering with Flexible Data-Flow for Coupling MD and CFD

Piet Jarmatz, Felix Maurer, Philipp Neumann

13:00-14:40

Object-Oriented Internet - Cloud Interoperability

Mariusz Postół, Piotr Szymczak

13:00-14:40

Static and Dynamic Comparison of Pozyx and DecaWave UWB Indoor Localization Systems with Possible

Barbara Morawska, Piotr Lipiński, Krzysztof Lichy, Piotr Koch, Marcin Leplawy

13:00-14:40

Challenges associated with sensors and data fusion for AGV-driven smart manufacturing

Ziebinski et.al

13:00-14:40

Dynamic pricing and discounts by means of interactive presentation systems in stationary point of

Marcin Lewicki, Janusz Sobecki, Piotr Bródka, Tomasz Kajdanowicz

13:00-14:40

Dataset for anomalies detection in 3D printing

Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch

13:00-14:40

Trojan Traffic Detection Based on Meta-learning

Zijian Jia, Yepeng Yao, Qiuyun Wang, Xuren Wang, Baoxu Liu, Zhengwei Jiang

13:00-14:40

Grasp the Key: Towards Fast and Accurate Host-based Intrusion Detection in Data Centers

M. Gu, B. Zhou, F. Du, X. Tang, W. Wang, L. Zang, J. Han, S. Hu

13:00-14:40

MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-Grained

Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang

13:00-14:40

TS-Bert: Time-series Anomaly Detection via Pre-training Model Bert

Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu

13:00-14:40

Relation order histograms as a network embedding tool

Radosław Łazarz, Michał Idzik

13:00-14:40

Analysis of Semestral Progress in Higher Technical Education with HMM Models

E. Lach, M. Staniszewski, A. Polański, D. Grzechca, J. Rutkowski

13:00-14:40

Vicinity-based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification

Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer

13:00-14:40

Grid-Based Concise Hash for Solar Images

Rafal Grycuk, Rafal Scherer

13:00-14:40

Machine learning algorithms for conversion of CVSS base score from 2.0 to 3.x

Maciej Nowak, Michał Walkowski, Sławomir Sujecki

13:00-14:40

Applicability of Machine Learning to Short-Term Prediction of Changes in the Low Voltage Electricity Distribution

Piotr Cofta, Tomasz Marciniak, Krzysztof Pałczyński

14:50-15:40

Empirical Bayesian Inference using Joint Sparsity

Anne Gelb

16:10-17:50

Improved Lower Bounds for the Cyclic Bandwidth Problem

Hugues Déprés, Guillaume Fertin, Eric Monfroy

16:10-17:50

Co-evolution of Knowledge Diffusion and Absorption: A Simulation-Based Analysis

Kashif Zia, Dr. Umar Farooq, Sanad Al Maskari, Muhammad Shafi

16:10-17:50

Estimation of Road Lighting Power Efficiency Using Graph-Controlled Spatial Data Interpretation

Sebastian Ernst, Leszek Kotulski

16:10-17:50

Embedding alignment methods in dynamic networks

Kamil Tagowski, Piotr Bielak, Tomasz Kajdanowicz

16:10-17:50

The OpenPME Problem Solving Environment for Numerical Simulations

Khouzami, Schütze, Incardona, Kraaz, Subic, Castrillon, F. Sbalzarini

16:10-17:50

Building a Prototype for Easy to Use Collaborative Immersive Analytics

Daniel Garrido, João Jacob, Daniel Castro Silva

16:10-17:50

Implementation of Auditable Blockchain Voting System with Hyperledger Fabric

Michał Pawlak, Aneta Poniszewska-Maranda

16:10-17:50

Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science

Purawat, Dasgupta, Burbidge, Zuo, Wilson, Gupta, Altintas

16:10-17:50

Feature Engineering with Process Mining Technique for Patient State Predictions

Liubov Elkhovskaya, Sergey Kovalchuk

16:10-17:50

Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks

Vatian et.al

16:10-17:50

Deep convolutional neural networks in application to kidney segmentation in the DCE-MR images

Artur Klepaczko

16:10-17:50

Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular

Ksenia Balabaeva, Sergey Kovalchuk

16:10-17:50

Side effect alerts generation from EHR in Polish

Wojciech Jaworski, Małgorzata Marciniak, Agnieszka Mykowiecka

16:10-17:50

Quantum Asymmetric Encryption Based on Quantum Point Obfuscation

Chuyue Pan, Tao Shang, Jianwei Liu

16:10-17:50

Index calculus method for solving elliptic curve discrete logarithm problem using quantum annealing

Michał Wroński

16:10-17:50

Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional

Dennis Knol, Fons de Leeuw, Jan Fokke Meirink, Valeria Krzhizhanovskaya

16:10-17:50

Automatic-differentiated Physics-Informed Echo State Network (API-ESN)

Alberto Racca, Luca Magri

16:10-17:50

A machine learning method for parameter estimation and sensitivity analysis

Marcella Torres

16:10-17:50

Auto-Encoded Reservoir Computing for Turbulence Learning

Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

16:10-17:50

Real-time probabilistic inversion of DNN-based DeepEM model while accounting for model error

M.H. Rammay, S. Alyaev, A.H. Elsheikh, R.B. Bratvold

16:10-17:50

Profile-driven synthetic trajectories generation to enhance smart systems solutions

Radoslaw Klimek, Arkadiusz Olesek

16:10-17:50

Augmenting automatic clustering with expert knowledge and explanations

Szymon Bobek, Grzegorz J. Nalepa

16:10-17:50

Renewable energy-aware heuristic algorithms for edge server selection for stream data processing

Tomasz Szydlo

16:10-17:50

Desensitization Due to Overstimulation: A Second-Order Adaptive Network Model

Alex Korthouwer, David Noordberg, Jan Treur

16:10-17:50

Modified deep Q-network algorithm applied to the evacuation problem

Marcin Skulimowski

16:10-17:50

Human-like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling

Lu Zhang, Yawei Kong, Cong Cao, Yanan Cao, Yanbing Liu, Can Ma, Fang Fang

16:10-17:50

Discriminative Bayesian Filtering for the Semi-Supervised Augmentation of Sequential Observation

Michael C. Burkhart

16:10-17:50

Trend Capturing SAX

Muhammad Marwan Muhammad Fuad

16:10-17:50

MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer Reviews

Jan Kocoń, Piotr Miłkowski, Kamil Kanclerz

16:10-17:50

Improving UWB Indoor Localization Accuracy Using Sparse Fingerprinting and Transfer Learning

K. Adamkiewicz, P. Koch, B. Morawska, P. Lipiński, K. Lichy, M. Leplawy

16:10-17:50

Effective Car Collision Detection with Mobile Phone Only

Paciorek et.al

16:10-17:50

Corrosion detection on aircraft fuselage with multi-teacher knowledge distillation

K. Zuchniak, W. Dzwinel, E. Majerz, A. Pasternak, K. Dragan

16:10-17:50

Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings

P.J. Cardoso, P.M.M. Guerreiro, J. Monteiro, A.S. Pedro, J.M. Rodrigues

16:10-17:50

Supporting the process of sewer pipes inspection using machine learning on embedded devices

Mieszko Klusek, Tomasz Szydlo

16:10-17:50

Explanation-driven model stacking

Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa

09:50-10:20 Coffee Break

12:00-13:00 Lunch

15:40-16:10 Coffee Break