Aleksandra Rashkovska

Orcid: 0000-0002-2014-8630

According to our database1, Aleksandra Rashkovska authored at least 33 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Impact of Room Size on Machine Larning-based Material Prediction using Channel Impulse Response.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2022
Power Autonomy Estimation of Low-Power Sensor for Long-Term ECG Monitoring.
Sensors, 2022

Comprehensive survey of computational ECG analysis: Databases, methods and applications.
Expert Syst. Appl., 2022

Uncertainty Assessment of Dynamic Thermal Line Rating for Operational Use at Transmission System Operators.
CoRR, 2022

Comparison of Machine Learning Models for Predicting Indoor Materials from Channel Impulse Response.
Proceedings of the 30th International Conference on Software, 2022

Meshless method stencil evaluation with machine learning.
Proceedings of the 45th Jubilee International Convention on Information, 2022

Benchmarking Deep Learning Methods for Arrhythmia Detection.
Proceedings of the 45th Jubilee International Convention on Information, 2022

Data Compression for Wireless ECG Devices.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
Framework for Personalized Real-Time Control of Hidden Temperature Variables in Therapeutic Knee Cooling.
IEEE J. Biomed. Health Informatics, 2021

Cross-Database Generalization of Deep Learning Models for Arrhythmia Classification.
Proceedings of the 44th International Convention on Information, 2021

Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Medical-Grade ECG Sensor for Long-Term Monitoring.
Sensors, 2020

Respiration Extraction from Single-Channel ECG using Signal-Processing Methods and Deep Learning.
Proceedings of the 43rd International Convention on Information, 2020

2019
Spatial autocorrelation and entropy for renewable energy forecasting.
Data Min. Knowl. Discov., 2019

Comparison of publicly available beat detection algorithms performances on the ECGs obtained by a patch ECG device.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Wireless Body Sensor for Electrocardiographic Monitoring in Equine Medicine.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Feature Extraction for Heartbeat Classification in Single-Lead ECG.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

2018
Three-year experience with a wireless ECG sensor.
Proceedings of the 41st International Convention on Information and Communication Technology, 2018

2017
Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction?
IEEE Trans. Ind. Informatics, 2017

Abdominal fetal ECG measured with differential ECG sensor.
Proceedings of the 40th International Convention on Information and Communication Technology, 2017

2016
Clustering of heartbeats from ECG recordings obtained with wireless body sensors.
Proceedings of the 39th International Convention on Information and Communication Technology, 2016

2015
Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling.
Comput. Methods Programs Biomed., 2015

VIPOC Project Research Summary (Discussion Paper).
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Impact of electrode misplacement on the accuracy of 12-lead ECG synthesized from differential leads.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Online short-term forecasting of photovoltaic energy production.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.
Proceedings of the 19th International Database Engineering & Applications Symposium, 2015

Coexistence of Wireless Systems for Remote Monitoring of Vital Functions in the Unlicensed ISM Band.
Proceedings of the HEALTHINF 2015, 2015

2014
Telehealth using ECG sensor and accelerometer.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

2013
A Comparison of Hadoop Tools for Analyzing Tabular Data.
Informatica (Slovenia), 2013

2012
Two Proximal Skin Electrodes - A Respiration Rate Body Sensor.
Sensors, 2012

Multicluster Hadoop Distributed File System.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

Remote monitoring of vital functions - proof-of-concept system.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

2011
A Telemedicine application: ECG data from wireless body sensors on a Smartphone.
Proceedings of the MIPRO, 2011


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