Matjaž Depolli

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Received a PhD in computer and information science from Jožef Stefan International Postgraduate School Ljubljana in 2010. He currently hold the position of research fellow at the Department of Communication Systems at the Jožef Stefan Institute in Ljubljana. His research interests include evolutionary computation, computer simulation of physical phenomena, parallel computing, and ECG analysis. He’s been involved in the development of wireless body sensors, software for ECG analysis, cluster management software, and cloud services.

Products

AMS-DEMO

PCard/Savvy

DiTeR: Dynamic thermal line rating software

MaxClique

Projects

De-icing of Power lines

Past climate change and glaciation at the Alps-Dinarides junction

Graph Theory and Combinatorial Scientific Computing

Graph Optimisation and Big Data

Multi-analysis of fretting fatigue using physical and virtual experiments

EkoSmart

Cryptographically secure random number generator

Supporting Active Ageing through Multimodal coaching

AiCoachU – Artificial intelligence is coaching you

Uncertainty module for DTR

Personal Bibliography

2021

R. Trobec, M. Depolli; A k-d tree based partitioning of computational domains for efficient parallel computing, MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia, MIPRO ..., 2021 [COBISS: 85512451]
B. Rojc, M. Depolli; A resizable C++ container using virtual memory, Proceedings of the 16th International Conference on Software Technologies, ICSOFT 2021, July 6-8, 2021, 2021 [DOI: 10.5220/0010557104810488][COBISS: 71754243]
J. Radešček, M. Depolli; Developer-centric design of branch and bound algorithm, MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia, MIPRO ..., 2021 [COBISS: 81884675]
J. Radešček, M. Depolli; Exact and approximate USCP with branch and bound, GECCO '21 : proceedings of the Genetic and Evolutionary Computation Conference Companion, 2021 [DOI: 10.1145/3449726.3463298][COBISS: 70736899]

2020

M. Depolli, S. Szabo, B. Zavalnij; An improved maximum common induced subgraph solver, Match : communications in mathematical and in computer chemistry, vol. 84, 2020 [COBISS: 15824131] ::
G. Kosec, A. Rashkovska, M. Jančič, M. Depolli, J. Slak, B. Blažič, M. Ilkovski; Konceptualna rešitev ocenjevanja negotovosti dinamičnega termičnega toka kot rezultata DTR procesa : študija: Modul za izračun negotovosti rezultatov, 2020 [COBISS: 49848835]
U. Duh, M. Depolli, J. Slak, G. Kosec; Parallel point sampling for 3D bodies, MIPRO 2020 : 43nd International Convention, September 28 - October 2, 2020, Opatija, Croatia, 2020 [DOI: 10.23919/MIPRO48935.2020.9245354][COBISS: 36558851]
A. Rashkovska, M. Depolli, I. Tomašić, V. Avbelj, R. Trobec; Medical-grade ECG sensor for long-term monitoring, Sensors, vol. 20, 2020 [DOI: 10.3390/s20061695][COBISS: 33290791] ::

2019

M. Depolli, R. Trobec; Computational efficiency of linear system construction for MLPG method on a multicore computer, MIPRO 2019 : 42nd International Convention, May 20 -24, 2019, Opatija, Croatia, MIPRO ..., 2019 [COBISS: 32376103]
G. Kosec, J. Slak, M. Depolli, R. Trobec, K. Pereira, S. Tomar, T. Jacquemin, S. Bordas, M. Wahab; Weak and strong from meshless methods for linear elastic problem under frettingcontact conditions, Tribology international, vol. 138, 2019 [DOI: 10.1016/j.triboint.2019.05.041][COBISS: 32424999] ::
M. Maksić, V. Djurica, A. Souvent, J. Slak, M. Depolli, G. Kosec; Cooling of overhead power lines due to the natural convection, International journal of electrical power & energy systems, 2019 [DOI: 10.1016/j.ijepes.2019.05.005][COBISS: 32388135] ::
I. Grubišić, D. Davidović, K. Skala, M. Depolli, M. Mohorčič, R. Trobec; Enriching heart monitoring with accelerometer data, MIPRO 2019 : 42nd International Convention, May 20 -24, 2019, Opatija, Croatia, MIPRO ..., 2019 [COBISS: 32375847]

2018

A. Vilhar, M. Depolli; Improving the dynamics of off-line time synchronization in wireless sensor networks, MIPRO 2018 : 41st International Convention, May 21 -25, 2018, Opatija, Croatia, 2018 [COBISS: 31637287]
A. Hrovat, M. Vučnik, M. Mohorčič, K. Bregar, A. Rashkovska, M. Depolli, B. Ženko, M. Žnidaršič, B. Koroušić-Seljak; Specification, users needs and ethics : report, 2018 [COBISS: 31770407]
R. Trobec, I. Tomašić, A. Rashkovska, M. Depolli, V. Avbelj; Body sensors and electrocardiography, 2018 [COBISS: 30759719]
G. Kosec, J. Slak, M. Depolli, R. Trobec; Dinamično termično ocenjevanje daljnovodnih vrvi : model in programska oprema : tehnična izboljšava, 2018 [COBISS: 31728423]
A. Vilhar, M. Depolli; Časovna sinhronizacija brezžičnih EKG senzorjev, Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia, 2018 [COBISS: 31848743]
R. Trobec, M. Depolli; Calculation complexity of fretting fatigue simulations, International Conference of Numerical Analysis and Applied Mathematics, (ICNAAM 2018), September 13-18, Rhodes, Greece, 2018 [COBISS: 32110375]
A. Vilhar, M. Depolli; Time synchronization problem in a multiple wireless ECG sensor measurement, WONS 2018, 2018 [COBISS: 31389479]
B. Filipič, M. Depolli, J. Zupančič, J. Gmys, M. Gobert, N. Melab, D. Tuyttens; ECG simulator tuning : a parallel multiobjective optimization approach, Proceedings OLA' 2018, 2018 [COBISS: 31285031]

2017

M. Depolli, R. Trobec, G. Kosec, K. Pereira, M. Wahab, S. Tomar, P. Bordas; Parallel performance of abaqus software for simulation of fretting fatigue, Proceedings of the Fifth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering, PARENG 2017, 30-31 May 2017, Pécs, Hungary, 2017 [COBISS: 30529575]
D. Pavliha, N. Planinc, M. Depolli, A. Smokvina; Prototipi aplikacij za prenos mobilnih EKG meritev od uporabnika senzorja do zdravnika, Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia], 2017 [COBISS: 30882087]
M. Mohorčič, M. Depolli; Bio-medical analysis framework, MIPRO 2017 : 40th Jubilee International Convention, May 22-26, 2017, Opatija, Croatia, 2017 [COBISS: 30555175]
A. Vilhar, M. Depolli; Synchronization of time in wireles ECG measurement, MIPRO 2017 : 40th Jubilee International Convention, May 22-26, 2017, Opatija, Croatia, 2017 [COBISS: 30528551]
M. Depolli, B. Filipič; The ECG simulator tuning problem : University Lille 1, 10th February 2017, Lille, France, 2017 [COBISS: 30435623]
M. Depolli, G. Kosec; Assessment of differential evolution for multi-objective optimization in a natural convection problem solved by a local meshless method, Engineering optimization, vol. 49, 2017 [DOI: 10.1080/0305215X.2016.1197686][COBISS: 29639719] ::
M. Depolli, G. Kosec, R. Trobec; Parallel evolutionary optimization of natural convection problem, 2017 [COBISS: 30924071]
R. Trobec, V. Avbelj, U. Stanič, M. Depolli, A. Rashkovska, I. Tomašić, T. Krištofelc, K. Bregar, G. Kosec; System for mobile monitoring of vital functions and environmental context : [presented at Biosensots 2016, 25-27 May 2016, Gothenburg, Sweden], Procedia technology, vol. 27, 2017 [DOI: 10.1016/j.protcy.2017.04.068][COBISS: 31188519]

2016

M. Depolli, J. Kališnik, T. Korošec, T. Poplas-Susič, U. Stanič, A. Semeja; PCARD platform for mHealth monitoring, Informatica : an international journal of computing and informatics, vol. 40, 2016 [COBISS: 29438247]
D. Petcu, R. Trobec, M. Depolli; On processing extreme data, Scalable Computing. Practice and Experience, vol. 16, 2016 [DOI: 10.12694/scpe.v16i4.1134][COBISS: 29319975]
R. Trobec, A. Rashkovska, V. Avbelj, M. Depolli, T. Krištofelc, K. Bregar, B. Simončič; Wearable Multifunctional Body Sensor (MedSens) : 4th Workshop on Transfer to Industry and Start-Ups (TISU) HIPEAC Conference organised by the TETRACOM FP/7 project, January 20, 2016 Prague, 2016 [COBISS: 29383719]
R. Trobec, M. Depolli, G. Kosec, S. Bordas, S. Tomar, K. Pereira, M. Wahab; Parallelization approaches for fretting fatigue simulation : [presented at 5th International Conference on Fracture Fatigue and Wear, FFW 2016, 24-26 August 2016, Kitakyushu, Japan], 5th International Conference on Fracture Fatigue an d Wear, FFW 2016, Kitakyushu, Japan, 24-26 August 2016, International journal of fracture fatique and wear, 2016 [COBISS: 31224615]
M. Depolli, J. Konc, S. Szabó, B. Zavalnij; Usage of hereditary colorings of product graphs in clique search programs, Middle-European Conference on Applied Theoretical Computer Science (MATCOS 2016) : zbornik 19. mednarodne multikonference Informacijska družba - IS 2016, 12.-13. oktober 2016, [Ljubljana, Slovenija], 2016 [COBISS: 29895975]
M. Mohorčič, M. Depolli; Heart rate analysis with NevroEkg, Mipro proceedings, 2016 [COBISS: 29573159]
P. Lavrič, M. Depolli; Robust beat detection on noisy differential ECG, Mipro proceedings, 2016 [COBISS: 29572903]
G. Kosec, R. Trobec, M. Depolli, V. Avbelj, T. Krištofelc, A. Souvent, M. Maksić, V. Djurica, A. Poredoš, J. Merše, N. Pristov, J. Cedilnik, M. Dolinar, G. Vertačnik; Analiza preprečevanja nastajanja žleda z obratovalnimi ukrepi, 2016 [COBISS: 29391655]
K. Pereira, S. Bordas, S. Tomar, R. Trobec, M. Depolli, G. Kosec, M. Wahab; On the convergence of stresses in fretting fatigue, Materials, vol. 9, 2016 [DOI: 10.3390/ma9080639][COBISS: 29649703] ::

2015

M. Depolli, R. Trobec; Cloud framework for mHealth stream data storage and analysis, Proceedings of the International Conference on Cloud-Assisted Services, 2015 [COBISS: 29102887]
J. Kališnik, T. Poplas-Susič, A. Semeja, T. Korošec, R. Trobec, V. Avbelj, M. Depolli, U. Stanič; Mobile health monitoring pilot systems, SPS delavnica EM-zdravje : zbornik 18. mednarodne multikonference Informacijska družba - IS 2015, 9. in 12. oktober 2015, [Ljubljana, Slovenia], 2015 [COBISS: 28964135]
D. Šekuljica, A. Vilhar, M. Depolli, A. Hrovat, I. Ozimek, T. Javornik; Mobile networks optimization using open-source GRASS-RaPlaT tool and evolutionary algorithm, EuCAP 2015, 2015 [COBISS: 28521767]
R. Trobec, V. Avbelj, U. Stanič, M. Depolli, A. Rashkovska, I. Tomašić, T. Krištofelc, K. Bregar, G. Kosec; Sistem za mobilno spremljanje vitalnih fizioloških parametrov in konteksta okolja, 2015 [COBISS: 29048359]
D. Davidović, M. Depolli, T. Lipić, K. Skala, R. Trobec; Energy efficiency of parallel multicore programs, Scalable Computing. Practice and Experience, vol. 16, 2015 [DOI: 10.12694/scpe.v16i4.1132][COBISS: 29236775]
A. Hrovat, A. Vilhar, M. Depolli, I. Ozimek, T. Javornik; Radijsko načrtovanje brezžičnih mobilnih omrežij v izrednih razmerah, Elektrotehniški vestnik, letn. 82, 2015 [COBISS: 28833319]

2014

G. Kosec, M. Depolli, A. Rashkovska, R. Trobec; Super linear speedup in a local parallel meshless solution of thermo-fluid problem, Computers & Structures, vol. 133, 2014 [DOI: 10.1016/j.compstruc.2013.11.016][COBISS: 27339815] ::
M. Depolli; Hybrid MPI-OpenMP parallel optimization for thermo-fluid problems, MIPRO 2014 : proceedings, 2014 [COBISS: 27760167]
M. Depolli, G. Kosec, R. Trobec; Efficient numerical solution of 2D diffusion equation on multicore computers, 2014 [COBISS: 27723047]
D. Miljković, M. Depolli, T. Stare, I. Mozetič, M. Petek, K. Gruden, N. Lavrač; Plant defence model revisions through iterative minimisation of constraint violations, International journal of computational biology and drug design, vol. 7, 2014 [DOI: 10.1504/IJCBDD.2014.058588][COBISS: 27540775]

2013

I. Tomašić, A. Rashkovska, M. Depolli, R. Trobec; A comparison of hadoop tools for analyzing tabular data, Informatica : an international journal of computing and informatics, vol. 37, 2013 [COBISS: 26914855] ::
M. Depolli, R. Trobec, B. Filipič; Asynchronous master-slave parallelization of differential evolution for multiobjective optimization, Evolutionary computation, vol. 21, 2013 [DOI: 10.1162/EVCO_a_00076][COBISS: 25824807] ::
M. Depolli, J. Konc, K. Rozman, R. Trobec, D. Janežič; Exact parallel maximum clique algorithm for general and protein graphs, Journal of chemical information and modeling, vol. 53, 2013 [DOI: 10.1021/ci4002525][COBISS: 5297690] ::
I. Tomašić, A. Rashkovska, M. Depolli; Using hadoop MapReduce in a multicluster environment, MIPRO 2013 : Mipro proceedings, 2013 [COBISS: 26758439]
D. Miljković, M. Depolli, M. Petek, T. Stare, K. Gruden, I. Mozetič, N. Lavrač; Iterative modifications of the plant defence model based on the constrant-driven paramente optimisation, Book of abstracts, 2013 [COBISS: 26817319]
M. Depolli, G. Kosec, J. Ugovšek, V. Malačič; Parallelization of NAPOM implementation, MIPRO 2013 : Mipro proceedings, 2013 [COBISS: 26756903] ::
R. Trobec, M. Depolli, K. Skala, T. Lipić; Energy efficiency in large-scale distributed computing systems, MIPRO 2013 : Mipro proceedings, 2013 [COBISS: 26757671]

2012

G. Kosec, M. Depolli; Superlinear Speedup in OpenMP parallelization of a local PDE solver, MIPRO 2012 : 35th International Convention, May 21-25, 2012, Opatija - Adriaric Coast, Croatia, 2012 [COBISS: 25846311]
D. Miljković, M. Depolli, I. Mozetič, N. Lavrač, T. Stare, M. Petek, K. Gruden; Constraint-driven optimization of plant defense model parameters, Proceedings, 2012 [COBISS: 26222887]
R. Trobec, M. Depolli, G. Kosec; COST catalog of applications - implementation proposal, Open network for high-performance computing on complex environments : booklet of abstracts, 2012 [COBISS: 25759527]
M. Depolli, J. Ugovšek, R. Trobec, G. Kosec; Analiza in optimizacija implementacije modela NAPOM za Morsko biološko postajo, 2012 [COBISS: 26332967]
J. Konc, M. Depolli, R. Trobec, K. Rozman, D. Janežič; Parallel-ProBiS : fast parallel algorithm for local structural comparison of protein structures and binding sites, Journal of computational chemistry, vol. 33, 2012 [DOI: 10.1002/jcc.23048][COBISS: 4993050] ::
I. Tomašić, R. Trobec, A. Rashkovska, M. Depolli, P. Mežnar, A. Lipej; BigData and MapReduce with Hadoop, Proceedings of the 1th International Conference on CLoud Assisted ServiceS, Bled, Slovenia, October 22 -25 : CLASS, 2012 [COBISS: 26297639]
A. Rashkovska, R. Trobec, M. Depolli, G. Kosec; 3-D numerical simulation of heat transfer in biomedical applications, 2012 [COBISS: 26203431] ::

2011

R. Trobec, M. Depolli; Simulated temperature distribution of the proximal forearm, Computers in Biology and Medicine, vol. 41, 2011 [DOI: 10.1016/j.compbiomed.2011.08.006][COBISS: 25019175] ::
D. Miljković, M. Depolli, M. Petek, T. Stare, M. Dermastia, K. Gruden, I. Mozetič, N. Lavrač; Constraint-driven optimiztion approach to build a Petri net defense model in plants, Program and oral abstracts, 2011 [COBISS: 24863527]
M. Depolli, B. Filipič, R. Trobec; Parallel evolutionary algorithm for heterogeneous computer systems, Conference proceedings, 2011 [COBISS: 25454631]
G. Kosec, R. Trobec, M. Depolli, A. Rashkovska; Multicore parallelization of a meshless PDE solver with OpenMP, Conference proceedings, 2011 [COBISS: 25158183]

2010

A. Rashkovska, M. Depolli, I. Tomašić, V. Avbelj, R. Trobec; Sensor networks in telemedicine and telecare = Senzorska omrežja za telemedicino in teleoskrbo : Prosense, Brezžična senzorska omrežja, Mala in srednja podjeta, 19-21 maj 2010, Ljubljana, 2010 [COBISS: 25886503]
M. Depolli, E. Laitinen, B. Filipič; Parallel differential evolution for simulation-based multiobjective optimization of a production process, Bioinspired optimization methods and their applications : proceedings of the Fourth International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2010, 20-21 May 2010, Ljubljana, Slovenia, 2010 [COBISS: 23626023]
M. Depolli, V. Avbelj, R. Trobec; Razširitev programskega paketa NEVROEKG s pripomočkom za analizo medsebojnega vpliva biosignalov v časovnem prostoru, 2010 [COBISS: 24130343]
M. Depolli, V. Avbelj, R. Trobec; Izvedba programa za računalniško simulacijo in vizualizacijo EKG, 2010 [COBISS: 24130599]
R. Trobec, M. Depolli, V. Avbelj; Simulation of ECG repolarization phase with improved model of cell action potentials, Communications in computer and information science, vol. 52, 2010 [COBISS: 23820583]
R. Trobec, M. Depolli, V. Avbelj; Wireless network of bipolar body electrodes, WONS 2010, 2010 [COBISS: 23395367]
M. Depolli, B. Filipič, R. Trobec; Parallelization of an evolutionary algorithm for multiobjective optimization : doctoral dissertation = Paralelizacija evolucijskega algoritma za večkriterijsko optimizacijo : doktorska disertacija, 2010 [COBISS: 252901376]
A. Rashkovska, R. Trobec, M. Depolli, V. Avbelj; Time and frequency analysis of non-uniform sampling, Proceedings. [Vol. 1, MEET & GVS], 2010 [COBISS: 23671079]

2009

B. Filipič, M. Depolli; Parallel evolutionary computation framework for single- and multiobjective optimization, 2009 [COBISS: 22693159]
M. Depolli; Večkriterijska optimizacija z diferencialno evolucijo, prirejena za vzporedno izvajanje na heterogenih računalniških arhitektur, Zbornik povzetkov delavnic "Algoritmi po vzorih iz narave" v študijskem letu 2008/2009 : Ljubljana, september 2009, 2009 [COBISS: 23061031]
R. Trobec, M. Depolli, V. Avbelj; ECG simulation with improved model of cell action potentials, HEALTHINF 2009 : proceedings of the International Conference on Health Informatics, Porto, Portugal, January 14-17, 2009, 2009 [COBISS: 22428455]
R. Trobec, M. Depolli, V. Avbelj; Wireless network of ECG electrodes, PROSENSE 3rd seminar presentations : proceedings, 2009 [COBISS: 23268135]

2008

R. Trobec, K. Matković, K. Skala, S. Samarin Lovrič, M. Depolli, V. Avbelj; Visual analysis of heart reinervation after transplantation, MIPRO 2008 : 31st International Convention on Information and Communication Technology, Electronics and Microelectronics, May 26-30, 2008, Opatija Croatia. [vol. 1], Microelectronics, electronics and electronic technologies, MEET, Grid and visualizayion systems, GVS, 2008 [COBISS: 21881383]
M. Depolli, V. Avbelj, R. Trobec; Computer-simulated alternative modes of U-wave genesis, Journal of cardiovascular electrophysiology, vol. 19, 2008 [COBISS: 21305127]

2007

M. Depolli, V. Avbelj, R. Trobec; Reševanje inverznega problema z genetskim algoritmom: analiza EKG-ja = Solving inverse problem with genetic algorithm: ECG analysis, Zbornik Šestnajste mednarodne Elektrotehniške in računalniške konference ERK 2007, 24. -26. september 2007, Portorož, Slovenija, 2007 [COBISS: 21077287]

2006

A. Kavčič-Čolić, M. Šmid Hribar, D. Majcenović, M. Depolli, Š. Zupanc, T. Steinke; eContent Programme reUSE - digital master files of printed publications : eContent Project No. 11173 : deliverable D No. 3.2 : evaluation report, 2006 [COBISS: 3089505]
M. Depolli, T. Tušar, B. Filipič; Uglaševanje parametrov evolucijskega algoritma za večkriterijsko optimiranje na industrijskem problemu, Zbornik petnajste mednarodne Elektrotehniške in računalniške konference ERK 2006, 25. - 27. september 2006, Portorož, Slovenija, 2006 [COBISS: 20376615]
M. Depolli; Reševanje inverznega problema z genetskim algoritmom : analiza EKG-ja, Zbornik povzetkov delavnic "Algoritmi po vzorih iz narave" v študijskem letu 2006/2007 : Ljubljana, september 2007, 2006 [COBISS: 21537319]
M. Depolli; Uglaševanje parametrov evolucijskega algoritma za večkriterijsko optimiranje na industrijskem problemu, Zbornik povzetkov delavnic "Algoritmi po vzorih iz narave" v študijskem letu 2005/2006 : Ljubljana, september 2006, 2006 [COBISS: 21535527]