Aleksandra Rashkovska

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 22

Top Topics

Spatial Autocorrelation

Convolutional Neural Network

Impulse Response

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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)
Elena Merdjanovska, Aleksandra Rashkovska
Benchmarking Deep Learning Methods for Arrhythmia Detection. MIPRO (2022)
Elena Merdjanovska, Aleksandra Rashkovska
Comprehensive survey of computational ECG analysis: Databases, methods and applications. Expert Syst. Appl. 203 (2022)
Miha Rot, Aleksandra Rashkovska
Meshless method stencil evaluation with machine learning. CoRR (2022)
Elena Merdjanovska, Miha Mohorcic, Matjaz Depolli, Aleksandra Rashkovska, Tomaz Javornik
Data Compression for Wireless ECG Devices. BIOSIGNALS (2022)
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)
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 (2022)
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) (2022)
Miha Rot, Aleksandra Rashkovska
Meshless method stencil evaluation with machine learning. MIPRO (2022)
Elena Merdjanovska, Aleksandra Rashkovska
Cross-Database Generalization of Deep Learning Models for Arrhythmia Classification. MIPRO (2021)
Elena Merdjanovska, Aleksandra Rashkovska
Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network. EMBC (2021)
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) (2021)
Elena Merdjanovska, Aleksandra Rashkovska
Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning. MIPRO (2020)
Aleksandra Rashkovska, Matjaz Depolli, Ivan Tomasic, Viktor Avbelj, Roman Trobec
Medical-Grade ECG Sensor for Long-Term Monitoring. Sensors 20 (6) (2020)
Michelangelo Ceci, Roberto Corizzo, Donato Malerba, Aleksandra Rashkovska
Spatial autocorrelation and entropy for renewable energy forecasting. Data Min. Knowl. Discov. 33 (3) (2019)
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)
Maja Brloznik, Aleksandra Domanjko-Petric, V. Kadunc Kos, Aleksandra Rashkovska, Viktor Avbelj
Wireless Body Sensor for Electrocardiographic Monitoring in Equine Medicine. MIPRO (2019)
Jasmin Bogatinovski, Dragi Kocev, Aleksandra Rashkovska
Feature Extraction for Heartbeat Classification in Single-Lead ECG. MIPRO (2019)
Aleksandra Rashkovska, Viktor Avbelj
Three-year experience with a wireless ECG sensor. MIPRO (2018)
Aleksandra Rashkovska, Viktor Avbelj
Abdominal fetal ECG measured with differential ECG sensor. MIPRO (2017)
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) (2017)
Aleksandra Rashkovska, Dragi Kocev, Roman Trobec
Clustering of heartbeats from ECG recordings obtained with wireless body sensors. MIPRO (2016)
Aleksandra Rashkovska, Roman Trobec, Mihael Mohorcic
Coexistence of Wireless Systems for Remote Monitoring of Vital Functions in the Unlicensed ISM Band. HEALTHINF (2015)
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)
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)
Aleksandra Rashkovska, Dragi Kocev, Roman Trobec
Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling. Comput. Methods Programs Biomed. 122 (2) (2015)
Aleksandra Rashkovska, Jost Novljan, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna
Online short-term forecasting of photovoltaic energy production. ISGT (2015)
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)
Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams
Telehealth using ECG sensor and accelerometer. MIPRO (2014)
Ivan Tomasic, Aleksandra Rashkovska, Matjaz Depolli, Roman Trobec
A Comparison of Hadoop Tools for Analyzing Tabular Data. Informatica (Slovenia) 37 (2) (2013)
Ivan Tomasic, Janez Ugovsek, Aleksandra Rashkovska, Roman Trobec
Multicluster Hadoop Distributed File System. MIPRO (2012)
Aleksandra Rashkovska, Ivan Tomasic, Klemen Bregar, Roman Trobec
Remote monitoring of vital functions - proof-of-concept system. MIPRO (2012)
Roman Trobec, Aleksandra Rashkovska, Viktor Avbelj
Two Proximal Skin Electrodes - A Respiration Rate Body Sensor. Sensors 12 (10) (2012)
Aleksandra Rashkovska, Ivan Tomasic, Roman Trobec
A Telemedicine application: ECG data from wireless body sensors on a Smartphone. MIPRO (2011)