43rd

international convention on information,
communication and electronic technology
Grand Hotel Adriatic Congress Centre and Remisens Hotel Admiral,

September 28 - October 2, 2020, Opatija, Croatia


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DS-BE - DATA SCIENCE AND BIOMEDICAL ENGINEERING

 

Chairs
Karolj Skala (Ruđer Bošković Institute, Zagreb, Croatia)
Roman Trobec (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)
Tiziana Ferrari (EGI Foundation, Amsterdam, Netherlands)
Dieter Kranzlmüller (Ludwig-Maximilians-University, Munchen, Germany)
Ludek Matyska (Masaryk University, Brno, Czech Republic)
Jesús Carretero Pérez (University Carlos III, Madrid, Spain)
Dana Petcu (West University of Timisoara, Romania)
Uroš Stanič (Biomedical Research Institute-BRIS, Ljubljana, Slovenia)
Tibor Vámos (Hungarian Academy of Science, Budapest, Hungary)
Yingwei Wang (University of Prince Edward Island, Charlottetown, Canada)
Matjaž Veselko (University Medical Centre Ljubljana, Slovenia)

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)
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)
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 LECTURES

Insights into Multivariate Decoding for Estimating the Temporal Dynamics of Representations Encoded in the Brain
E. Åstrand

Information Communication Society - a Possible Ecology of the Future
Z. Šojat

PAPERS

DATA SCIENCE

Comparison of Machine Learning Methods in Classification of Affective Disorders
I. Kinder, K. Friganović, J. Vukojević, D. Mulc, T. Slukan, D. Vidović, P. Brečić, M. Cifrek

Evaluating Microsoft Face API in the Context of Student Classroom Attendance
M. Marjanović, T. Kramberger, R. Kramberger, I. Cesar

A Scalable K-Nearest Neighbor Algorithm for Recommendation System Problems
A. Sagdić, C. Tekinbas, E. Arslan, T. Kucukyilmaz

Retinal OCT Image Segmentation: How Well do Algorithms Generalize or How  Transferable are the Data?
M. Melinščak, S. Lončarić

Smartphone Based Range of Motion Measurement in Physiotherapy
M. Njirjak, E. Otović, M. Budimir, H. Vlahović, M. Tomić, V. Marijančić

Comparative Analysis of Network Embeddings for Functional Annotation in Protein Interaction Networks
I. Ivanoska, E. Petreska, B.R. Stojkoska, S. Kalajdziski, K. Trivodaliev

Modernization of the PIC Codes for Exascale Plasma Simulation
I. Vasileska, P. Tomšič, L. Kos

GPU Accelerated RBF-FD Solution of Poisson’s Equation
M. Jančič, J. Slak, G. Kosec

Parallel Point Sampling for 3D Bodies 
U. Duh, M. Depolli, J. Slak, G. Kosec

Sarajevo War Tunnel - Mobile Virtual Cultural Heritage Application
I. Prazina, I. Ivković-Kihić, T.A. Chahin, A. Jajčanin, S. Rizvić, V. Okanović

Modeling Agricultural Production Activities Using Weather and Soil Parameters
T. Kovačević, L. Mrčela, A. Merćep, Z. Kostanjčar

Improving 3D Printing of Garments by Using HPC Cloud 
D. Tomić, D. Davidović, T. Šubić, J. Mesarić, K. Skala

Global Repeat Map Algorithm (GRM) Reveals Differences in Alpha Satellite Number of Tandem and Higher Order Repeats (HORs) in Human, Neanderthal and Chimpanzee Genomes – Novel Tandem Repeat Database
I. Vlahović, M. Glunčić, K. Dekanić, L. Mršić, H. Jerković, I. Martinjak, V. Paar

Air Traffic Control Competencies Measurements based on Functional Near-Infrared Spectroscopy
I. Kesedžić, J. Božek, M. Radoš, S. Popović, K. Ćosić

Public Transport Analyzing Using Bee Colony 
M. Babič, B. Soldo, J. Povrh

Measure for Traffic Anomaly Detection on the Urban Roads Using Speed Transition Matrices
L. Tišljarić, Ž. Majstorović, T. Erdelić, T. Carić

Calculating the Fire Weather Index for US Wildfires Using a GPU
J. Kuzmanova, M. Gusev, V. Zdraveski

Iris Identification Using Wavelet Wecomposition and Gabor Filter
H. Nitz Petterson, J. Rehnholm, S. Vikström, M. Åslund, E. Åstrand, I. Tomašić

An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges
M. Zanin, E. Menasalvas, A. Rodriguez González, P. Smrz

Assisting Motorists Using Parking Prediction through a Car App 
C. Attard, A. Naudi, S. Mallia, D.Gauci, R. Farrugia

BIOMEDICAL ENGINEERING

Automatic Brain Extraction in Nissl-Stained Histological Sections 
T. Smolčić, T. Petković, S. Škokić

Laser Speckle Stereo System in Biomedical Imaging
F. Salgueiro, P.A. Assunção, R. Fonseca-Pinto

Lung Cancer Typology Classification Based on Biochemical Markers Using Machine Learning Techniques
J. Nuhić, J. Kevrić

Self-Help for Elderly Individuals with Morning Gymnastics “1000 Movements” and “Method 23+5”
B. Širaiy, U.J. Stanič, Z. Katkič, N. Grishin

Design of a Non-invasive ECG-based Glucose Measurement System 
M. Gusev, E. Guseva, L. Poposka

Analysis of Diabetes Dataset 
L. Beqiri, A. Velinov, B. Fetaji, L. Loku, A. Buçuku, Z. Zdravev

Trends from Minimally Invasive to Non-invasive Glucose Measurements 
M. Gusev, L. Poposka, E. Guseva, M. Kostoska, B. Koteska, M. Simjanoska, N. Ackovska, A. Stojmenski

Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning
E. Merdjanovska, A. Rashkovska

Simultaneous Phonocardiography and Electrocardiography Using Smartphone in Dogs, Cats and Horses
V. Kadunc Kos, M. Brložnik, A. Domanjko Petrič, V. Avbelj

Phonocardiography and Electrocardiography with a Smartphone 
V. Avbelj, M. Brložnik

Detection of Uninterpretable ECG Signal Segments 
E. Ajdaraga Krluku, M. Gusev

A Programmatic Approach for Development of the ViewHRV Service Platform with Accurate and Reliable Results
E. Shaqiri, M. Gusev

Impact of Subthreshold Transcutaneous Auricular Vagus Nerve Stimulation on the Heart Rate Variability and Atrial Arrhythmias
R. Trobec, M. Lindén, M. Šinkovec

Clinical Decision Support Systems in Practice: Current Status and Challenges
A. Jović, I. Stančin, K. Friganović, M. Cifrek

MOVIDA.eros : an eHealth Solution for Cardiac Rehabilitation Programs 
R. Fonseca-Pinto, E. Silva, R. Martinho, R. Rijo, F. Januário, A. Antunes

Smart Healthcare Ecosystem for Elderly Patient Care
A. Abugabah, N. Nizamuddin

High-Throughput Virtual Screening Web Service Development and its Applications to SARS-CoV-2 Target Protein Inhibitors Drug Design
V. Miletić, M. Ašenbrener Katić, Ž. Svedružić

Drug Screening with the Autodock Vina on a Set of Kinases without Experimentally Established Structures
D. Tomić, D. Davidović, V. Janđel, J. Mesarić, K. Skala, T. Lipić

Sponsors
MIPRO - innovative promotional partnership
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