46.

međunarodni skup za informacijsku, komunikacijsku i elektroničku tehnologiju
Kongresni centar Grand Hotela Adriatic i Hotel Admiral

ponedjeljak 22.5. - petak 26.5.2023. Opatija, Hrvatska


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DS-BE - ZNANOST O PODACIMA I BIOMEDICINSKO INŽENJERSTVO


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

Voditeljstvo:
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)
Andrej Jokić (University of Zagreb)
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)
Marko Švaco (University of Zagreb)
Matjaž Veselko (University Medical Centre Ljubljana, Slovenia)
Yingwei 
Wang (University of Prince Edward Island, Charlottetown, Canada)

Programski odbor:
Enis Afgan (Ruđer Bošković Institute, Zagreb)
Viktor Avbelj (Jožef Stefan Institute, 
Ljubljana, Slovenia)
Davor Davidović (Ruđer Bošković Institute, Zagreb)
Matjaž Depolli 
(Jožef Stefan Institute, Ljubljana, Slovenia)
Simeon Grazio (University Clinical Centar Sestre milosrdnice, 
Zagreb)
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)
Željka Mihajlović (University of 
Zagreb)
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)
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)

RADOVI

ZNANOST O PODACIMA

Missing Values Interpolation in PurpleAir Sensor Data Based on a Correlation with Neighboring Locations Using KNIME Analytics Platform

S. Omanović, A. Midžić, Z. Avdagić, D. Pozderac, A. Toroman


Spectral Analysis, Agglomerative, Mean Shift and Affinity Propagation Algorithms, Use on the Content from Social Media for Low-Resource Languages

M.H. Hoti, J. Ajdari, X. Zenuni, M. Hamiti


Interactive Redescription Set Mining and Exploration

I. Kozjak, M. Mihelčić


Fake News Detection: A Comprehensive Survey

E. Tata, J. Ajdari, N. Besimi


Graphical User Interface to Perform Glacier Simulations with PISM

M. Urbanč, M. Depolli


Computational Performance Aspects of CROCO-BFM Coupling

F. Strniša, M. Vodopivec, G. Kosec


OpenMP Offloading and OpenACC Programming Model Approach for Object-Oriented Plasma Device Algorithms

E. Krishnasamy, I. Vasileska, L. Kos, P. Bouvry


Benchmark DPC++ Code and Performance Portability on Heterogeneous Architectures

N. Mijić, D. Davidović


A View into the Future of Academic Publishing

Z. Šojat, K. Skala

ROBOT TEHNOLOGIJE I PRIMJENE

BIOMEDICINSKO INŽENJERSTVO

Heart Rate Variability Monitoring with Savvy ECG Sensor during Dental Surgery

I. Tomašić, A. Prkić, A. Lesin, D. Kalibović Govorko, N. Tomašić, I. Medvedec Mikić


Optimizing Heartbeat Classification Using Bézier Interpolation

M. Gusev, N. Petrovski, L. Tonkovikj


Fetal Monitoring: Multi-Channel Fetal ECG Denoising Based on Artificial Intelligence Approach

D.D. Taralunga


ECG Compression Based on Successive Differences

M. Gusev, M. Jovanov, A. Shekerov, G. Temelkov


Smart Glasses for Gait Analysis of Parkinson’s Disease Patients

I. Kiprijanovska, F. Panchevski, S. Stankoski, M. Gjoreski, J. Archer, J. Broulidakis, I. Mavridou, B. Hayes, T. Guerreiro, C. Nduka, H. Gjoreski


Attention-based U-net: Joint Segmentation of Layers and Fluids from Retinal OCT Images

M. Melinščak


Recognizing Activities of Daily Living Using Multi-sensor Smart Glasses

S. Stankoski, B. Sazdov, J. Broulidakis, I. Kiprijanovska, B. Sofronievski, S. Cox, M. Gjoreski, J. Archer, C. Nduka, H. Gjoreski


Reconstruction of Short Genomic Sequences with Graph Convolutional Networks

L. Vrček, X. Bresson, T. Laurent, M. Schmitz, M. Šikić


Fortuna Detects Novel Splicing in Drosophila scRNASeq Data

B. Borozan, L. Borozan, D. Ševerdija, D. Matijević, S. Canzar


Using De Novo Metagenome Assembly for Improved Metagenomic Classification

J. Lipovac, K. Križanović


Hyperparameter Optimization of Graph Neural Networks for mRNA Degradation Prediction

V. Vodilovska, S. Gievska, I. Ivanoska


Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models

G. Mirceva, A. Naumoski, A. Kulakov


Enabling Hyperparameter-Tuning of AI Models for Healthcare Using the CoE RAISE Unique AI Framework for HPC

M. Riedel, C. Barakat, S. Fritsch, M. Aach, J. Busch, A. Lintermann, A. Schuppert, S. Brynjólfsson, H. Neukirchen, M. Book

Sponzori
MIPRO - inovativno promotivno partnerstvo 

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