Dr. Aleksandra Rashkovska Koceva @ JSI

Resume

Dr. Aleksandra Rashkovska received her Ph.D. degree in Computer Science from the IPS Jožef Stefan, Ljubljana, Slovenia in 2013. She is currently a Senior Research Fellow at the Scientific Computing Laboratory in the scope of the Department of Communication Systems, Jožef Stefan Institute, Ljubljana, Slovenia. Her research interests include advanced bio-signal analysis, computer simulations in biomedicine, biomedical applications of data mining and control theory, and machine learing in sensor networks and energy. She is also involved in the development of a wireless body sensor and supporting ECG analysis.

CURRICULUM VITAE

Selected publications

  • MERDJANOVSKA, Elena, RASHKOVSKA, Aleksandra. A framework for comparative study of databases and computational methods for arrhythmia detection from single-lead ECG. Scientific Reports, 2023. [[COBISS.SI-ID 159592451] pdf © Nature

  • MERDJANOVSKA, Elena, RASHKOVSKA, Aleksandra. Comprehensive survey of computational ECG analysis: databases, methods and applications. Expert Systems with Applications, 2022. [COBISS.SI-ID 106991107] pdf © Elsevier

  • RASHKOVSKA, Aleksandra, JANČIČ, Mitja, DEPOLLI, Matjaž, KOSMAČ, Janko, KOSEC, Gregor. Uncertainty assessment of dynamic thermal line rating for operational use at transmission system operators. IEEE Transactions on Power Systems, 2022. [COBISS.SI-ID 95914243] pdf © IEEE

  • RASHKOVSKA, Aleksandra, TROBEC, Roman. Framework for personalized real-time control of hidden temperature variables in therapeutic knee cooling. IEEE Journal of Biomedical and Health Informatics, 2021. [COBISS.SI-ID 24209667] pdf © IEEE

  • RASHKOVSKA, Aleksandra, DEPOLLI, Matjaž, TOMAŠIĆ, Ivan, AVBELJ, Viktor, TROBEC, Roman. Medical-grade ECG sensor for long-term monitoring. Sensors, 2020. [COBISS.SI-ID 33290791] pdf © MDPI

  • CECI, Michelangelo, CORIZZO, Roberto, MALERBA, Donato, RASHKOVSKA, Aleksandra. Spatial autocorrelation and entropy for renewable energy forecasting. Data mining and knowledge discovery, 2019. [COBISS.SI-ID 32042279] pdf © Springer

  • TROBEC, Roman, TOMAŠIĆ, Ivan, RASHKOVSKA, Aleksandra, DEPOLLI, Matjaž, AVBELJ, Viktor. Body sensors and electrocardiography. Springer Briefs in applied sciences and technology, 2018. [COBISS.SI-ID 30759719] © Springer

  • RASHKOVSKA, Aleksandra, TROBEC, Roman, AVBELJ, Viktor, VESELKO, Matjaž. Efficacy of cryotherapy for pain control after anterior cruciate ligament reconstruction. The anterior cruciate ligament: reconstruction and basic science. 2nd edition. Philadelphia: Elsevier, 2018, pp. 207-210. [COBISS.SI-ID 31048999] © Elsevier

  • CECI, Michelangelo, CORIZZO, Roberto, FUMAROLA, Fabio, MALERBA, Donato, RASHKOVSKA, Aleksandra. Predictive modeling of PV energy production: how to set up the learning task for a better prediction? IEEE transactions on industrial informatics, 2017, vol. 13, no. 3, pp. 956-966. [COBISS.SI-ID 29728807] pdf © IEEE

  • RASHKOVSKA, Aleksandra, KOCEV, Dragi, TROBEC, Roman. Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling. Computer methods and programs in biomedicine, 2015, vol. 122, no. 3, pp. 136-148. [COBISS.SI-ID 28857127] pdf © Elsevier

  • TROBEC, Roman, AVBELJ, Viktor, STANIČ, Uroš, DEPOLLI, Matjaž, RASHKOVSKA, Aleksandra, TOMAŠIĆ, Ivan, KRIŠTOFELC, Tomaž, BREGAR, Klemen, KOSEC, Gregor. System for mobile monitoring of vital physiological parameters and environmental context (In Slovenian: Sistem za mobilno spremljanje vitalnih fizioloških parametrov in konteksta okolja). Technology innovation. Ljubljana: Jozef Stefan Institute, April 15, 2015. [COBISS.SI-ID 29048359]

  • RASHKOVSKA, Aleksandra, NOVLJAN, Jošt, SMOLNIKAR, Miha, MOHORČIČ, Mihael, FORTUNA, Carolina. Online short-term forecasting of photovoltaic energy production. ISGT2015, 6th IEEE PES Conference on Innovative Smart Grid Technologies, February 17-20, 2015, Washington, USA. [COBISS.SI-ID 28737063] pdf © IEEE

  • RASHKOVSKA, Aleksandra, TROBEC, Roman. Method and device for non-invasive real-time control of inner body temperature variables during therapeutic cooling or heating (in Slovenian: Postopek in naprava za neinvazivno vodenje notranjih temperaturnih spremenljivk v realnem času med terapijo z ohlajanjem ali ogrevanjem). Patent SI 24357. Ljubljana: Slovenian Intellectual Property Office (SIPO), November 28, 2014. [COBISS.SI-ID 26728999] WIPO
    Special prize for innovations for economy, 6th International Technology Transfer Conference & Innovation Day, September 17, 2013, Brdo pri Kranju, Slovenia.

  • RASHKOVSKA, Aleksandra, TROBEC, Roman, AVBELJ, Viktor, VESELKO, Matjaž. 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, 2014, vol. 22, no. 9, pp. 2048-2056. [COBISS.SI-ID 26914599] pdf © Springer

  • TROBEC, Roman, RASHKOVSKA, Aleksandra, AVBELJ, Viktor. Two proximal skin electrodes - a respiration rate body sensor. Sensors, 2012, vol.12, no. 10, pp. 13813-13828. [COBISS.SI-ID 26182951] pdf © MDPI

  • RASHKOVSKA, Aleksandra, TROBEC, Roman, DEPOLLI, Matjaž, KOSEC, Gregor. 3-D numerical simulation of heat transfer in biomedical applications. Heat transfer phenomena and applications. Rijeka: InTech, 2012, pp. 99-152. [COBISS.SI-ID 26203431] pdf © InTech