Andrea Kulakov

Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering

Eftim Zdravevski, Petre Lameski, Vladimir Trajkovik et al. · IEEE Access · 2017 · 167 citations · Full text

Physical Activity, Engineering, Machine Learning +21

Tracking of unusual events in wireless sensor networks based on artificial neural-networks algorithms

Andrea Kulakov, Danco Davčev · 2005 · 50 citations

Engineering, Machine Learning, Wireless Sensor System +24

Robust histogram-based feature engineering of time series data

Eftim Zdravevski, Petre Lameski, Riste Mingov et al. · Annals of Computer Science and Information Systems · 2015 · 35 citations · Full text

Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms

Eftim Zdravevski, Petre Lameski, Andrea Kulakov · 2011 · 29 citations

Artificial Intelligence, Engineering, Machine Learning +26

Suppression of Intensive Care Unit False Alarms based on the Arterial Blood Pressure Signal

Petre Lameski, Eftim Zdravevski, Sašo Koceski et al. · IEEE Access · 2017 · 29 citations · Full text

Hypertension, Heart Failure, Engineering +28