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)
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)
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)
Tomislav Lipić (Ruđer Bošković Institute, Zagreb)
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)
POZVANO PREDAVANJE
Supercomputing on a Chip for Machine Learning
V. Milutinović
RADOVI
ZNANOST O PODACIMA
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
BIOMEDICINSKO INŽENJERSTVO
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
