Aleksandra Rashkovska

35 papers C 1Misc 1Journal 11Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Deep Learning for ECG-Derived Respiration Using the Fantasia Dataset. BIOSTEC (2): HEALTHINF Lana Dominkovic, Biljana Mileva-Boshkoska, Aleksandra Rashkovska
2023	—	`conf`	Impact of Room Size on Machine Larning-based Material Prediction using Channel Impulse Response. IWSSIP Teodora Kocevska, Tomaz Javornik, Ales Svigelj, Ke Guan, Aleksandra Rashkovska, Andrej Hrovat
2022	—	`conf`	Benchmarking Deep Learning Methods for Arrhythmia Detection. MIPRO Elena Merdjanovska, Aleksandra Rashkovska
2022	Misc	`conf`	Comparison of Machine Learning Models for Predicting Indoor Materials from Channel Impulse Response. SoftCOM Teodora Kocevska, Tomaz Javornik, Ales Svigelj, Ke Guan, Aleksandra Rashkovska, Andrej Hrovat
2022	J	`jnl`	Comprehensive survey of computational ECG analysis: Databases, methods and applications. Expert Syst. Appl. Elena Merdjanovska, Aleksandra Rashkovska
2022	—	`conf`	Data Compression for Wireless ECG Devices. BIOSIGNALS Elena Merdjanovska, Miha Mohorcic, Matjaz Depolli, Aleksandra Rashkovska, Tomaz Javornik
2022	—	`conf`	Meshless method stencil evaluation with machine learning. MIPRO Miha Rot, Aleksandra Rashkovska
2022	J	`jnl`	Meshless method stencil evaluation with machine learning. CoRR Miha Rot, Aleksandra Rashkovska
2022	J	`jnl`	Power Autonomy Estimation of Low-Power Sensor for Long-Term ECG Monitoring. Sensors Klemen Bregar, Tomaz Kristofelc, Matjaz Depolli, Viktor Avbelj, Aleksandra Rashkovska
2022	J	`jnl`	Uncertainty Assessment of Dynamic Thermal Line Rating for Operational Use at Transmission System Operators. CoRR Aleksandra Rashkovska, Mitja Jancic, Matjaz Depolli, Janko Kosmac, Gregor Kosec
2021	—	`conf`	Cross-Database Generalization of Deep Learning Models for Arrhythmia Classification. MIPRO Elena Merdjanovska, Aleksandra Rashkovska
2021	J	`jnl`	Framework for Personalized Real-Time Control of Hidden Temperature Variables in Therapeutic Knee Cooling. IEEE J. Biomed. Health Informatics Aleksandra Rashkovska, Roman Trobec
2021	—	`conf`	Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network. EMBC Elena Merdjanovska, Aleksandra Rashkovska
2020	J	`jnl`	Medical-Grade ECG Sensor for Long-Term Monitoring. Sensors Aleksandra Rashkovska, Matjaz Depolli, Ivan Tomasic, Viktor Avbelj, Roman Trobec
2020	—	`conf`	Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning. MIPRO Elena Merdjanovska, Aleksandra Rashkovska
2019	—	`conf`	Comparison of publicly available beat detection algorithms performances on the ECGs obtained by a patch ECG device. MIPRO Ivan Tomasic, Nikola Petrovic, Maria Lindén, Aleksandra Rashkovska
2019	—	`conf`	Feature Extraction for Heartbeat Classification in Single-Lead ECG. MIPRO Jasmin Bogatinovski, Dragi Kocev, Aleksandra Rashkovska
2019	J	`jnl`	Spatial autocorrelation and entropy for renewable energy forecasting. Data Min. Knowl. Discov. Michelangelo Ceci, Roberto Corizzo, Donato Malerba, Aleksandra Rashkovska
2019	—	`conf`	Wireless Body Sensor for Electrocardiographic Monitoring in Equine Medicine. MIPRO Maja Brloznik, Aleksandra Domanjko-Petric, V. Kadunc Kos, Aleksandra Rashkovska, Viktor Avbelj
2018	—	`conf`	Three-year experience with a wireless ECG sensor. MIPRO Aleksandra Rashkovska, Viktor Avbelj
2017	—	`conf`	Abdominal fetal ECG measured with differential ECG sensor. MIPRO Aleksandra Rashkovska, Viktor Avbelj
2017	J	`jnl`	Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction? IEEE Trans. Ind. Informatics Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Donato Malerba, Aleksandra Rashkovska
2016	—	`conf`	Clustering of heartbeats from ECG recordings obtained with wireless body sensors. MIPRO Aleksandra Rashkovska, Dragi Kocev, Roman Trobec
2015	C	`conf`	Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. IDEAS Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
2015	—	`conf`	Coexistence of Wireless Systems for Remote Monitoring of Vital Functions in the Unlicensed ISM Band. HEALTHINF Aleksandra Rashkovska, Roman Trobec, Mihael Mohorcic
2015	—	`conf`	Impact of electrode misplacement on the accuracy of 12-lead ECG synthesized from differential leads. MIPRO Ivan Tomasic, Roman Trobec, Aleksandra Rashkovska, Maria Lindén
2015	J	`jnl`	Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling. Comput. Methods Programs Biomed. Aleksandra Rashkovska, Dragi Kocev, Roman Trobec
2015	—	`conf`	Online short-term forecasting of photovoltaic energy production. ISGT Aleksandra Rashkovska, Jost Novljan, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna
2015	—	`conf`	VIPOC Project Research Summary (Discussion Paper). SEBD Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
2014	—	`conf`	Telehealth using ECG sensor and accelerometer. MIPRO Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams
2013	J	`jnl`	A Comparison of Hadoop Tools for Analyzing Tabular Data. Informatica (Slovenia) Ivan Tomasic, Aleksandra Rashkovska, Matjaz Depolli, Roman Trobec
2012	—	`conf`	Multicluster Hadoop Distributed File System. MIPRO Ivan Tomasic, Janez Ugovsek, Aleksandra Rashkovska, Roman Trobec
2012	—	`conf`	Remote monitoring of vital functions - proof-of-concept system. MIPRO Aleksandra Rashkovska, Ivan Tomasic, Klemen Bregar, Roman Trobec
2012	J	`jnl`	Two Proximal Skin Electrodes - A Respiration Rate Body Sensor. Sensors Roman Trobec, Aleksandra Rashkovska, Viktor Avbelj
2011	—	`conf`	A Telemedicine application: ECG data from wireless body sensors on a Smartphone. MIPRO Aleksandra Rashkovska, Ivan Tomasic, Roman Trobec