42nd
international convention on information and
communication technology, electronics and microelectronics
Grand Hotel Adriatic Congress Centre and Remisens Hotel Admiral,

May 20 - 24, 2019, Opatija, Croatia


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DC - DISTRIBUTED COMPUTING IN 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
E. Afgan (Ruđer Bošković Institute, Zagreb, Croatia), L. Krøl Andersen (Danish e-infrastructure Cooperation Denmark, Kgs. Lyngby, Denmark), M. Bubak (ACC Cyfronet AGH University of Science and Technology, Krakow, Poland), D. Davidović (Ruđer Bošković Institute, Zagreb, Croatia), M. Depolli (Jožef Stefan Institute, Ljubljana, Slovenia), T. Ferrari (EGI Foundation, Amsterdam, The Netherlands), M. Gonzalez (England), S. Gracio (School of Medicine, University of Zagreb, Croatia), M. Gusev (Ss. Cyril and Methodius University, Skopje, Macedonia), V. Jazbinšek (University of Ljubljana, Slovenia), A. Karaivanova (Bulgarian Academy of Science, Sofia, Bulgaria), Z. Klemenc-Ketiš (Angela Boškin Faculty of Health Care, Jesenice, Slovenia), G. Kosec (Jožef Stefan Institute, Ljubljana, Slovenia), D. Kranzlmüller (Ludwig-Maximilians-University, Munchen Germany), M. Lindén (Mälardalen University, Västerås, Sweden), T. Lipić (Ruđer Bošković Institute, Zagreb, Croatia), L. Matyska (Masaryk University, Brno, Czech Republic), Ž. Mihajlović (University of Zagreb, Croatia), J. Carretero Pérez (University Carlos III, Madrid, Spain), D. Petcu (West University of Timisoara, Romania), T. Poplas Susič (Health Centre Ljubljana, Slovenia), A. Rashkovska Koceva (Jožef Stefan Institute, Ljubljana, Slovenia), K. Skala (Ruđer Bošković Institute, Zagreb, Croatia), U. Stanič (Biomedical Research Institute-BRIS, Ljubljana, Slovenia), I. Tomašić (Mälardalen University, Västerås, Sweden), R. Trobec (Jožef Stefan Institute, Ljubljana, Slovenia), T. Vámos (Hungarian Academy of Science, Budapest, Hungary), M. Veselko (University Medical Centre Ljubljana, Slovenia), Y. Wang (University of Prince Edward Island, Charlottetown, Canada), R. Wyrzykowski (Institute of Computer and Information Science, Częstochowa, Poland)

INVITED LECTURES

Embedded Sensor Systems for Health Plus - Enabling Health Trend Monitoring Anytime, Anywhere
M. Lindén (School of Innovation, Design and Engineering, Västerås, Sweden)

PAPERS

DATA SCIENCE

Calculating Average Shortest Path Length Using Compute Unified Design Architecture (CUDA)
S. Petrushevski, M. Gusev, V. Zdraveski

Exploiting GPUs on Distributed Infrastructures for Medical Imaging Applications with VIP and DIRAC
S. Camarasu-Pop, C. Lartizien, T. Grenier, A. Bonnet, P. Wassong, V. Hamar, F. Hernandez, L. Arrabito, J. Bregeon, P. Gay, A. Tsaregorodtsev

GPU Implementation of the FastICA Algorithm 
G. Benko, Z. Juhasz

Computational Efficiency of Linear System Construction for MLPG Method on a Multicore Computer
M. Depolli, R. Trobec

RBF-FD Solution of Electromagnetic Scattering Problem
B. Stojanovič, J. Slak, G. Kosec

Parallel Simulation of Time-Domain Acoustic Wave Propagation
J. Močnik-Berljavac, J. Slak, G. Kosec

Fitting Sum of Exponentials to Experimental Data: Linearization by Numerical Integration Approximation
Ž. Jeričević

The Rainbow: Integrating Computing into the Global Ecosystem
Z. Šojat, K. Skala

Visual Modelling of WS-BPEL Processes Using BPMN Standard
J. Matković, K. Fertalj

Algorithms for Procedural Generation and Display of Trees
H. Nuić, Ž. Mihajlović

Microservice-oriented Approach to Automation of Distributed Scientific Computations 
G.A. Oparin, V.G. Bogdanova, A.A. Pashinin, S.A. Gorsky

Serverless Architecture for Workflow Scheduling with Unconstrained Execution Environment
A. Mujezinović, V. Ljubović

Comparison of Data Aggregation from a Wireless Network of Sensors Using Database Sharding and Foreign Data Wrappers
V. Stanisavljević

CT Metal Artifacts Reduction Using Convolutional Neural Networks
A. Šerifović Trbalić, A. Trbalić, D. Demirović, E. Skejić, D. Gleich

Improved Nucleus Segmentation Process Based on Knowledge Based Parameter Optimization in Two Levels of Voting Structures
O. Bilalović, Z. Avdagić, M. Kafadar

Correspondence Analysis Applied to Large Scale Evo-Devo Data
T. Široki, S. Koska, N. Čorak, M. Futo, T. Domazet-Lošo, M. Domazet-Lošo

Calculation of Topological Molecular Descriptors Based on Degrees of Vertices
V. Bojović, B. Lučić, D. Bešlo, K. Skala, N. Trinajstić

BIOMEDICAL ENGINEERING

Detection of Human Bodypart Abnormalities by Microwaves – A New Approach
N. Petrović, I. Tomašić, M. Lindén, P.O. Risman

Comparison of Publicly Available Beat Detection Algorithms Performances on the ECGs Obtained by a Patch ECG Device
I. Tomašić, N. Petrović, M. Lindén, A. Rashkovska Koceva

Wireless Body Sensor for Electrocardiographic Monitoring in Equine Medicine
M. Brložnik, A. Domanjko Petrič, V. Kadunc Kos, A. Rashkovska Koceva, V. Avbelj

Interactive Home Healthcare System with Integrated Voice Assistant
D. Dojchinovski, A. Ilievski, M. Gusev

New Approach of Dysgraphic Handwriting Analysis Based on the Tunable Q-Factor Wavelet Transform
V. Zvončak, J. Mekyska, K. Safarova, Z. Smekal, P. Brezany

Analysis of a Differential Noise Detection Filter in ECG Signals
E. Ajdaraga, M. Gusev

Detection and Treatment of Atrial Irregular Rhythm with Body Gadgets and 35-Channel ECG
R. Trobec, M. Jan, M. Lindén, I. Tomašić

Enriching Heart Monitoring with Accelerometer Data 
I. Grubišić, D. Davidović, K. Skala, M. Depolli, M. Mohorčič, R. Trobec

Accurate Segmentation of Dermoscopic Images Based on Local Binary Pattern Clusterings
P. Pereira, R. Fonseca-Pinto, R. Paiva, L. Távora, P. Assunção, S. Faria

Feature Extraction for Heartbeat Classification in Single-Lead ECG
J. Bogatinovski, D. Kocev, A. Rashkovska Koceva

A Methodology for Laser Speckle Simulation in Controlled Dynamic Processes
L. Bento, F. Cunha, L. Távora, P. Assunção, S. Faria, R. Fonseca-Pinto

Properties of the Generalized Robinson-Foulds Metric 
L. Borozan, D. Matijević, S. Canzar

Evaluation of User Satisfaction with the ECGalert System
E. Ajdaraga, M. Gusev, L. Poposka

Performance Evaluation of Atrial Fibrillation Detection 
M. Gusev, M. Boshkovska

Approaches to Metagenomic Classification and Assembly
J. Marić, M. Šikić

Application of Source Localization Algorithms in Magnetoencephalography: Test on a New Generation of Magnetometers
U. Marhl, A. Jodko-Wladzinska, R. Brühl, T.H. Sander, V. Jazbinšek

Detecting White Spot Lesions Caused by Teeth Alignment Treatment
L. Šajn

EEG Based Imaging of Stroke Location, Extent and Progress of Recovery Using a GPU Architecture 
Z. Juhasz, M.F. Issa

Predicting the Effectiveness of Multi-drug Cancer Therapies 
D. Tomić, B. Pirkić, K. Skala, L. Kranjčević

Management of Physiological Data Streams within Brain Disorder Rehabilitation
P. Brezany, M. Janatova, O. Stepankova, M. Lenart, M. Edward, M. Uller, R. Burget

Sponsors
MIPRO - innovative promotional partnership
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