Aleksandra Rashkovska-Koceva

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Received B.Sc. degree in Electrical Engineering from the University Ss. Cyril and Methodius, Skopje, Macedonia, in 2006, and Ph.D. degree in Computer Science from the Jožef Stefan International Postgraduate School, Ljubljana, Slovenia, in 2013. She is currently a Research Fellow at the Department of Communication Systems, Jožef Stefan Institute, Ljubljana, Slovenia. Her research interest includes advanced bio-signal analysis, computer simulations in biomedicine, biomedical applications of data mining and control theory, and data mining in sensor networks.

Products

PCard/Savvy

DiTeR: Dynamic thermal line rating software

Projects

Multifunctional body sensor

EkoSmart

Supporting Active Ageing through Multimodal coaching

AiCoachU – Artificial intelligence is coaching you

Uncertainty module for DTR

Personal Bibliography

2021

A. Rashkovska, R. Trobec; Framework for personalized real-time control of hidden temperature variables in therapeutic knee cooling, IEEE journal of biomedical and health informatics, vol. 25, 2021 [DOI: 10.1109/JBHI.2020.3005480][COBISS: 24209667] ::
E. Merdjanovska, A. Rashkovska; Cross-database generalization of deep learning models for arrhythmia classification, MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia, MIPRO ..., 2021 [COBISS: 85505795]

2020

E. Merdjanovska, A. Rashkovska; Respiration extraction from single-channel ecgusing signal-processing methods and deep learning, MIPRO 2020 : 43nd International Convention, September 28 - October 2, 2020, Opatija, Croatia, 2020 [DOI: 10.23919/MIPRO48935.2020.9245219][COBISS: 36548099]
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]
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

A. Rashkovska; Heartbeat classification in single-lead ECG Using convolutional neural networks, Abstracts, 2019 [COBISS: 24210179]
I. Tomašić, A. Rashkovska, R. Trobec, M. Linden; The implications of the lead theory on the patch ECG devices positioning and measurement, World Congress on Medical Physics and Biomedical Engineering 2018, June 3-8, 2018, Prague, Czech Republic ; (Vol. 1), IFMBE proceedings, 2019 [DOI: 10.1007/978-981-10-9035-6_128][COBISS: 31842087]
M. Brložnik, A. Domanjko-Petrič, V. Kadunc Kos, A. Rashkovska, V. Avbelj; Wireless body sensor for electrocardiographic monitoring in equine medicine, MIPRO 2019 : 42nd International Convention, May 20 -24, 2019, Opatija, Croatia, MIPRO ..., 2019 [DOI: 10.23919/MIPRO.2019.8756965][COBISS: 32389159]
J. Bogatinovski, D. Kocev, A. Rashkovska; Feature Extraction for Heartbeat Classification inSingle-Lead ECG, MIPRO 2019 : 42nd International Convention, May 20 -24, 2019, Opatija, Croatia, MIPRO ..., 2019 [COBISS: 32389415]
I. Tomašić, N. Petrović, M. Linden, A. Rashkovska; Comparison of publicly available beat detection algorithms performances on the ECGs obtained by a patch ECG device, MIPRO 2019 : 42nd International Convention, May 20 -24, 2019, Opatija, Croatia, MIPRO ..., 2019 [DOI: 10.23919/MIPRO.2019.8756769][COBISS: 32388903]
M. Ceci, R. Corizzo, D. Malerba, A. Rashkovska; Spatial autocorrelation and entropy for renewable energy forecasting, Data mining and knowledge discovery, vol. 33, 2019 [DOI: 10.1007/s10618-018-0605-7][COBISS: 32042279] ::

2018

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]
A. Rashkovska, R. Trobec, V. Avbelj, M. Veselko; Efficacy of cryotherapy for pain control after anterior cruciate ligament reconstruction, 2018 [COBISS: 31048999]
A. Rashkovska, V. Avbelj; Three-year experience with a wireless ECG sensor, MIPRO 2018 : 41st International Convention, May 21 -25, 2018, Opatija, Croatia, 2018 [COBISS: 32042535]

2017

A. Rashkovska, V. Avbelj; Abdominal fetal ECG measured with differential ECG Sensor, MIPRO 2017 : 40th Jubilee International Convention, May 22-26, 2017, Opatija, Croatia, 2017 [COBISS: 30758951]
M. Ceci, R. Corizzo, F. Fumarola, D. Malerba, A. Rashkovska; Predictive modeling of PV energy production : how to set up the learning task for a better prediction?, IEEE transactions on industrial informatics, vol. 13, 2017 [DOI: 10.1109/TII.2016.2604758][COBISS: 29728807] ::
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

A. Rashkovska, R. Trobec; CE certification of wearable multifunctional body sensor : 4th Workshop on Transfer to Industry and Start-Ups (TISU) HIPEAC Conference, TISU Workshop, January 19, 2016 Prague, 2016 [COBISS: 29384231]
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]
A. Rashkovska, D. Kocev, R. Trobec; Clustering of heartbeats from ecg recordings obtained with wireless body sensors, Mipro proceedings, 2016 [COBISS: 29538855]
A. Rashkovska, V. Avbelj, R. Trobec; Wireless body sensor data analytics : challenges and approaches, Delavnica Elektronsko in mobilno zdravje : zbornik 19. mednarodne multikonference Informacijska družba - IS 2016, 10.-11. oktober 2016, [Ljubljana, Slovenija], 2016 [COBISS: 29883943]
R. Trobec, A. Rashkovska; Wireless, wearable and user-friendly ECG sensors, HIPEAC info, 2016 [COBISS: 29430567]
G. Kosec, A. Rashkovska, R. Trobec, J. Kosmač; Dynamic Thermal Rating of overhead power lines in icing conditions (DTRi) : 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: 29383975]

2015

M. Ceci, R. Corizzo, F. Fumarola, M. Ianni, D. Malerba, G. Maria, E. Masciari, M. Oliverio, A. Rashkovska; VIPOC project research summary, Proceedings : Proceedings, 2015 [COBISS: 28859431]
I. Tomašić, R. Trobec, A. Rashkovska, M. Linden; Impact of electrode misplacement on the accuracy of 12-lead ECG synthesized from differential leads, MIPRO 2015 : proceedings, MIPRO ..., 2015 [COBISS: 28613415]
M. Ceci, R. Corizzo, F. Fumarola, M. Ianni, D. Malerba, G. Maria, E. Masciari, M. Oliverio, A. Rashkovska; Big data techniques for supporting accurate predictions of energy production from renewable sources, IDEASʼ15 : Proceedings, 2015 [COBISS: 28859943]
M. Ceci, D. Malerba, G. Manco, E. Masciari, A. Rashkovska; Big data techniques for supporting prediction of renewable energy production : testbed deployment case study, EMENDER 2015 - energy managemENT Data ElaboRation, 2015 [COBISS: 29376039]
A. Rashkovska, J. Novljan, M. Smolnikar, M. Mohorčič, C. Fortuna; Online short-term forecasting of photovoltaic energy production, The Sixth Conference on Innovative Smart Grid Technologies (ISGT2015) , February 17-20, 2015, Washington, USA, 2015 [COBISS: 28737063]
A. Rashkovska, D. Kocev, R. Trobec; Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling, Computer methods and programs in biomedicine, vol. 122, 2015 [DOI: 10.1016/j.cmpb.2015.07.004][COBISS: 28857127] ::
A. Rashkovska, R. Trobec, M. Mohorčič; Coexistence of wireless systems for remote monitoring of vital functions in the unlicensed ISM band, Proceedings, 2015 [COBISS: 28310567]
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]

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] ::
A. Rashkovska; Real-time control of hidden system variables with application in therapeutic knee cooling : Università degli studi, Aldo Moro, Dipartimento di Informatica, 14 November 2014, Bari, Italy, 2014 [COBISS: 29462311]
A. Rashkovska; Online short-term forecasting of photovoltaic energy production : Università degli studi, Aldo Moro, Dipartimento di Informatica, 14 November 2014, Bari, Italy, 2014 [COBISS: 29462567]
A. Rashkovska, R. Trobec; Postopek in naprava za neinvazivno vodenje notranjih temperaturnih spremenljivk v realnem času med terapijo z ohlajanjem ali ogrevanjem : patent SI 24357, 2014-11-13, 2014 [COBISS: 26728999]
R. Trobec, V. Avbelj, A. Rashkovska; Multi-functionality of wireless body sensors, The IPSI BgD transactions on internet research, vol. 10, 2014 [COBISS: 27718951]
A. Rashkovska, R. Trobec, V. Avbelj, M. Veselko; Knee temperatures measured in vivo after arthroscopic ACL reconstruction followed by cryotherapy with gel-packs or computer controlled heat extraction, Knee surgery, sports traumatology, arthroscopy, vol. 22, 2014 [DOI: 10.1007/s00167-013-2605-x][COBISS: 26914599] ::
H. Gjoreski, A. Rashkovska, S. Kozina, M. Luštrek, M. Gams; Telehealth using ECG sensor and accelerometer, MIPRO 2014 : proceedings, 2014 [COBISS: 27759911]
A. Rashkovska, R. Trobec; Liveracing HTC, machine learning and control theory to design embedded system for smart thermal therapy, HIPEAC info, 2014 [COBISS: 27696167]

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] ::
I. Tomašić, A. Rashkovska, M. Depolli; Using hadoop MapReduce in a multicluster environment, MIPRO 2013 : Mipro proceedings, 2013 [COBISS: 26758439]
A. Rashkovska, V. Avbelj; Signal processing methods for ST variability assessment in ECG, MIPRO 2013 : Mipro proceedings, 2013 [COBISS: 26757159]
A. Rashkovska, R. Trobec; Real-time control of hidden system variables with application in therapeutic knee cooling : doctoral dissertation = Vodenje skritih sistemskih spremenljivk v realnem času z uporabo v terapevtskem hlajenju kolena : doktorska disertacija, 2013 [COBISS: 270577664]

2012

R. Trobec, A. Rashkovska, V. Avbelj; Multi-functional wireless body sensor, GLOBAL HEALTH 2012, 2012 [COBISS: 26202663] ::
I. Tomašić, J. Ugovšek, A. Rashkovska, R. Trobec; Multicluster hadoop distributed file system, MIPRO 2012 : 35th International Convention, May 21-25, 2012, Opatija - Adriaric Coast, Croatia, 2012 [COBISS: 25845543]
A. Rashkovska, I. Tomašić, A. Rashkovska, K. Bregar, R. Trobec; Remote monitoring of vital functions - Proof-of-Concept system, MIPRO 2012 : 35th International Convention, May 21-25, 2012, Opatija - Adriaric Coast, Croatia, 2012 [COBISS: 25845799]
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] ::
A. Rashkovska, R. Trobec; Real-time regulation of dynamic systems : smart cryotherapy, Advances in computational & experimental engineering and sciences : proceedings of International Conference on Computational & Experimental Engineering and Sciences, ICCES'12 Crete, Greece 30 April - 4 May, 20112, 2012 [COBISS: 25857063]
R. Trobec, A. Rashkovska, V. Avbelj; Two proximal skin electrodes - a respiration rate body sensor, Sensors, vol.12, 2012 [DOI: 10.3390/s121013813][COBISS: 26182951] ::

2011

A. Rashkovska, I. Tomašić, R. Trobec; A telemedicine application : ECG data from wireless body sensors on a smartphone, Proceedings. [Vol. 1, MEET & GVS], 2011 [COBISS: 24783399] ::
A. Rashkovska; Povezava OpenStack storage z AmazonS 3 : Odprto in varno v oblak, seminar, 14. december 2011, Ljubljana, 2011 [COBISS: 25886759]
G. Kosec, R. Trobec, M. Depolli, A. Rashkovska; Multicore parallelization of a meshless PDE solver with OpenMP, Conference proceedings, 2011 [COBISS: 25158183]

2010

R. Trobec, V. Avbelj, A. Rashkovska; Evaluation of methods for ST variability assessment, Scientific programme & book of abstracts, 2010 [COBISS: 24199207]
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]
A. Rashkovska, R. Trobec; e-ECTS: electronic European Credit Transfer and accumulation system : a case study of Macedonia, Proceedings of the 2010 Networking and Electronic Commerce Research Conference, (NAEC2010), Riva del Garda, Italy, October 7-10, 2010, 2010 [COBISS: 24055591]
A. Rashkovska, R. Trobec, M. Depolli, V. Avbelj; Time and frequency analysis of non-uniform sampling, Proceedings. [Vol. 1, MEET & GVS], 2010 [COBISS: 23671079]

2006

A. Rashkovska, D. Dančev; Informacionen sistem za poddrška na Evropskiot Kredit Transfer Sistem za Pravniot fakultet - Skopje : diplomska rabota, 2006 [COBISS: 25881895]
L. Saldzievsk, G. Ivanov, D. Rashkovski, A. Rashkovska, M. Saldzievski, J. Blažev; Sistem i uredi za sobiranje na podatoci za evidencija na aktivnostite na učenicite, studentite i nastavnicite vo obrazovni institucii, spored kredit transfer sistem : patent MK 901795, 2006-12-08, 2006 [COBISS: 26786599]

2005

D. Kocev, A. Rashkovska; Web aplikacija za ispituvanje na asocijativnata memorija kaj čovekot, ETAI 2005 : proceedings of VII National Conference with international participation, 2005 [COBISS: 25829415]