45th

jubilee international convention on information,
communication and electronic technology
Grand Hotel Adriatic Congress Centre, Hotel Admiral and Hotel Palace Bellevue

May 23 - 27, 2022 Opatija, Croatia


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DS-BE - DATA SCIENCE AND BIOMEDICAL ENGINEERING

 
Chairs:
Karolj Skala (Ruđer Bošković Institute, Zagreb, Croatia)
Aleksandra Rashkovska 
Koceva (Jožef Stefan Institute, Ljubljana, Slovenia)
Davor Davidović (Ruđer Bošković Institute, 
Zagreb, Croatia)

Steering Committee:
Marian Bubak (ACC Cyfronet AGH University of Science and Technology, Krakow, Poland)
Jesús Carretero Pérez (University Carlos III, Madrid, Spain)
Tiziana Ferrari (EGI Foundation, 
Amsterdam, Netherlands)
Dieter Kranzlmüller (Ludwig-Maximilians-University, Munchen, 
Germany)
Ludek Matyska (Masaryk University, Brno, Czech Republic)
Dana Petcu (West 
University of Timisoara, Romania)
Uroš Janez Stanič (Biomedical Research Institute - BRIS, 
Ljubljana, Slovenia)
Matjaž Veselko (University Medical Centre Ljubljana, Slovenia)
Yingwei 
Wang (University of Prince Edward Island, Charlottetown, Canada)

Program Committee:
Enis Afgan (Ruđer Bošković Institute, Zagreb, Croatia)
Viktor Avbelj (Jožef Stefan Institute, 
Ljubljana, Slovenia)
Davor Davidović (Ruđer Bošković Institute, Zagreb, Croatia)
Matjaž Depolli 
(Jožef Stefan Institute, Ljubljana, Slovenia)
Simeon Grazio (University Clinical Centar Sestre milosrdnice, 
Zagreb, Croatia)
Marjan Gusev (Ss. Cyril and Methodius University, Skopje, North 
Macedonia)
Vojko Jazbinšek (University of Ljubljana, Slovenia)
Jurij Matija Kališnik (Klinikum 
Nürnberg Süd, Germany)
Zalika Klemenc-Ketiš (Angela Boškin Faculty of Health Care, Jesenice, 
Slovenia)
Dragi Kocev (Jožef Stefan Institute, Ljubljana, Slovenia)
Gregor Kosec (Jožef Stefan 
Institute, Ljubljana, Slovenia)
Miklos Kozlovszky (Obuda University, Budapest, Hungary)
Lene Krøl Andersen (Danish e-infrastructure Cooperation Denmark, Kgs. Lyngby, Denmark)
Tomislav Lipić (Ruđer Bošković Institute, Zagreb, Croatia)
Željka Mihajlović (University of 
Zagreb, Croatia)
Panče Panov ((Jožef Stefan Institute, Ljubljana, Slovenia)
Tonka Poplas Susič 
(Health Centre Ljubljana, Slovenia)
Aleksandra Rashkovska Koceva (Jožef Stefan Institute, 
Ljubljana, Slovenia)
Karolj Skala (Ruđer Bošković Institute, Zagreb, Croatia)
Viktor Švigelj 
(University Medical Centre Ljubljana, Slovenia)
Ivan Tomašić (Mälardalen University, Västerås, 
Sweden)
Roman Trobec (Jožef Stefan Institute, Ljubljana, Slovenia)
Roman Wyrzykowski 
(Institute of Computer and Information Science, Częstochowa, Poland)

INVITED LECTURE

Supercomputing on a Chip for Machine Learning
V. Milutinović

PAPERS

DATA SCIENCE

Alpine Glacier Simulation with Linear Climate Models
A. Bavec, M. Depolli

Parallel Spatial Indexing for Domain Discretization
B. Rojc, M. Depolli

A Meshless Solution of a Small-Strain Plasticity Problem
F. Strniša, M. Jančič, G. Kosec

Reconstruction of Surfaces Given by Point Clouds
V. Cvrtila, M. Rot

Meshless Method Stencil Evaluation with Machine Learning
M. Rot, A. Rashkovska

Stability Analysis of RBF-FD and WLS Based Local Strong Form Meshless Methods on Scattered Nodes
M. Jančič, G. Kosec

Practice and Experience Using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications
M. Riedel, M. Book, H. Neukirchen, G. Cavallaro, A. Lintermann

Implication of Hamacher T-norm on Two Fuzzy-Rough Rule Induction Algorithms
A. Naumoski, G. Mirceva, K. Mitreski

Batched Matrix Operations on Distributed GPUs with Application in Theoretical Physics
N. Mijić, D. Davidović

Towards General-Purpose Long-Timescale Molecular Dynamics Simulation on Exascale Supercomputers with Data Processing Units
M. Turalija, M. Petrović, B. Kovačić

Prediction of COVID-19 Tweeting: Classification Based on Graph Neural Networks
M. Petrović, A. Hrelja, A. Meštrović

COVID-19 Fake News Detection by Using BERT and RoBERTa Models
T. Pavlov, G. Mirceva

Face Recognition with a Hyperbolic Metric Classification Model
A. Trpin, B.M. Boshkoska

Analysis of Complex Customer Networks: A Real-World Banking Example
K. Ljubičić, A. Merćep, Z. Kostanjčar

BIOMEDICAL ENGINEERING

Dependability Evaluation of an Online Pupillometry-based Feedback System for Optimized Training
E. Carmegren, E. Åstrand, I. Tomašić

On the Benefits of Empirical Mode Decomposition in Spatio-temporal EEG Analysis
Z. Wang, Z. Nagy, Z. Juhasz

Numerical Modelling of Multi-Layered Capacitive Electrodes for Biomedical Signals Measurement
L. Klaić, A. Stanešić, M. Cifrek

Detecting Ventricular Beats with Machine Learning Models
S. Tudjarski, A. Stankovski, M. Gusev

Detection of Premature Heartbeats
M. Gusev

Benchmarking Deep Learning Methods for Arrhythmia Detection
E. Merdjanovska, A. Rashkovska

Fast Cuffless Blood Pressure Classification with ECG and PPG Signals Using CNN-LSTM Models in Emergency Medicine
I. Kuzmanov, A. Madevska Bogdanova, M. Kostoska, N. Ackovska

Lessons Learned on Using High-Performance Computing and Data Science Methods towards Understanding the Acute Respiratory Distress Syndrome (ARDS)
C. Barakat, S. Fritsch, K. Sharafutdinov, G. Ingólfsson, A. Schuppert, S. Brynjólfsson, M. Riedel

Impact of the COVID-19 Pandemic on Adherence to Exercise Prescription: The Case of Cardiac Rehabilitation Programs
R. Fonseca-Pinto, F. Ferreira, J. Alves, F. Januário, A. Antunes

Face Mask Detection Using MediaPipe Facemesh
B. Thaman, T. Cao, N. Caporusso

Genomic Variant Analysis of COVID-19 Genomes by Variant Transforms
H. Zeb Khan, M. Munawar Iqbal

Predicting RNA Splicing Branchpoints
A. Jovanović, I. Alqassem, N. Chappell, S. Canzar, D. Matijević

Rapid Antimicrobial Susceptibility Testing Using Laser Speckle Technology
S.G. Pereira, J. Verdugo, R. Fonseca-Pinto

Detection of Postural Abnormalities with IMU Based Sensor
M. Tislér, M. Kozlovszky

Sponsors
MIPRO - innovative promotional partnership
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