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Aleksandra Rashkovska
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2020 – today
- 2023
- [c23]Teodora Kocevska, Tomaz Javornik, Ales Svigelj, Ke Guan, Aleksandra Rashkovska, Andrej Hrovat:
Impact of Room Size on Machine Larning-based Material Prediction using Channel Impulse Response. IWSSIP 2023: 1-4 - 2022
- [j9]Elena Merdjanovska, Aleksandra Rashkovska:
Comprehensive survey of computational ECG analysis: Databases, methods and applications. Expert Syst. Appl. 203: 117206 (2022) - [j8]Klemen Bregar, Tomaz Kristofelc, Matjaz Depolli, Viktor Avbelj, Aleksandra Rashkovska:
Power Autonomy Estimation of Low-Power Sensor for Long-Term ECG Monitoring. Sensors 22(14): 5070 (2022) - [c22]Elena Merdjanovska, Miha Mohorcic, Matjaz Depolli, Aleksandra Rashkovska, Tomaz Javornik:
Data Compression for Wireless ECG Devices. BIOSIGNALS 2022: 15-21 - [c21]Miha Rot, Aleksandra Rashkovska:
Meshless method stencil evaluation with machine learning. MIPRO 2022: 269-274 - [c20]Elena Merdjanovska, Aleksandra Rashkovska:
Benchmarking Deep Learning Methods for Arrhythmia Detection. MIPRO 2022: 356-361 - [c19]Teodora Kocevska, Tomaz Javornik, Ales Svigelj, Ke Guan, Aleksandra Rashkovska, Andrej Hrovat:
Comparison of Machine Learning Models for Predicting Indoor Materials from Channel Impulse Response. SoftCOM 2022: 1-6 - [i2]Aleksandra Rashkovska, Mitja Jancic, Matjaz Depolli, Janko Kosmac, Gregor Kosec:
Uncertainty Assessment of Dynamic Thermal Line Rating for Operational Use at Transmission System Operators. CoRR abs/2201.11448 (2022) - [i1]Miha Rot, Aleksandra Rashkovska:
Meshless method stencil evaluation with machine learning. CoRR abs/2204.12940 (2022) - 2021
- [j7]Aleksandra Rashkovska, Roman Trobec:
Framework for Personalized Real-Time Control of Hidden Temperature Variables in Therapeutic Knee Cooling. IEEE J. Biomed. Health Informatics 25(4): 947-958 (2021) - [c18]Elena Merdjanovska, Aleksandra Rashkovska:
Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network. EMBC 2021: 932-936 - [c17]Elena Merdjanovska, Aleksandra Rashkovska:
Cross-Database Generalization of Deep Learning Models for Arrhythmia Classification. MIPRO 2021: 346-351 - 2020
- [j6]Aleksandra Rashkovska, Matjaz Depolli, Ivan Tomasic, Viktor Avbelj, Roman Trobec:
Medical-Grade ECG Sensor for Long-Term Monitoring. Sensors 20(6): 1695 (2020) - [c16]Elena Merdjanovska, Aleksandra Rashkovska:
Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning. MIPRO 2020: 321-326
2010 – 2019
- 2019
- [j5]Michelangelo Ceci, Roberto Corizzo, Donato Malerba, Aleksandra Rashkovska:
Spatial autocorrelation and entropy for renewable energy forecasting. Data Min. Knowl. Discov. 33(3): 698-729 (2019) - [c15]Ivan Tomasic, Nikola Petrovic, Maria Lindén, Aleksandra Rashkovska:
Comparison of publicly available beat detection algorithms performances on the ECGs obtained by a patch ECG device. MIPRO 2019: 275-278 - [c14]Maja Brloznik, Aleksandra Domanjko-Petric, V. Kadunc Kos, Aleksandra Rashkovska, Viktor Avbelj:
Wireless Body Sensor for Electrocardiographic Monitoring in Equine Medicine. MIPRO 2019: 279-283 - [c13]Jasmin Bogatinovski, Dragi Kocev, Aleksandra Rashkovska:
Feature Extraction for Heartbeat Classification in Single-Lead ECG. MIPRO 2019: 320-325 - 2018
- [c12]Aleksandra Rashkovska, Viktor Avbelj:
Three-year experience with a wireless ECG sensor. MIPRO 2018: 256-259 - 2017
- [j4]Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Donato Malerba, Aleksandra Rashkovska:
Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction? IEEE Trans. Ind. Informatics 13(3): 956-966 (2017) - [c11]Aleksandra Rashkovska, Viktor Avbelj:
Abdominal fetal ECG measured with differential ECG sensor. MIPRO 2017: 289-291 - 2016
- [c10]Aleksandra Rashkovska, Dragi Kocev, Roman Trobec:
Clustering of heartbeats from ECG recordings obtained with wireless body sensors. MIPRO 2016: 461-466 - 2015
- [j3]Aleksandra Rashkovska, Dragi Kocev, Roman Trobec:
Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling. Comput. Methods Programs Biomed. 122(2): 136-148 (2015) - [c9]Aleksandra Rashkovska, Roman Trobec, Mihael Mohorcic:
Coexistence of Wireless Systems for Remote Monitoring of Vital Functions in the Unlicensed ISM Band. HEALTHINF 2015: 628-633 - [c8]Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska:
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. IDEAS 2015: 62-71 - [c7]Aleksandra Rashkovska, Jost Novljan, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna:
Online short-term forecasting of photovoltaic energy production. ISGT 2015: 1-5 - [c6]Ivan Tomasic, Roman Trobec, Aleksandra Rashkovska, Maria Lindén:
Impact of electrode misplacement on the accuracy of 12-lead ECG synthesized from differential leads. MIPRO 2015: 365-369 - [c5]Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska:
VIPOC Project Research Summary (Discussion Paper). SEBD 2015: 208-215 - 2014
- [c4]Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams:
Telehealth using ECG sensor and accelerometer. MIPRO 2014: 270-274 - 2013
- [j2]Ivan Tomasic, Aleksandra Rashkovska, Matjaz Depolli, Roman Trobec:
A Comparison of Hadoop Tools for Analyzing Tabular Data. Informatica (Slovenia) 37(2): 131-138 (2013) - 2012
- [j1]Roman Trobec, Aleksandra Rashkovska, Viktor Avbelj:
Two Proximal Skin Electrodes - A Respiration Rate Body Sensor. Sensors 12(10): 13813-13828 (2012) - [c3]Ivan Tomasic, Janez Ugovsek, Aleksandra Rashkovska, Roman Trobec:
Multicluster Hadoop Distributed File System. MIPRO 2012: 301-305 - [c2]Aleksandra Rashkovska, Ivan Tomasic, Klemen Bregar, Roman Trobec:
Remote monitoring of vital functions - proof-of-concept system. MIPRO 2012: 446-450 - 2011
- [c1]Aleksandra Rashkovska, Ivan Tomasic, Roman Trobec:
A Telemedicine application: ECG data from wireless body sensors on a Smartphone. MIPRO 2011: 262-265
Coauthor Index
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