Martin Pavlovski

Predicting complications of diabetes mellitus using advanced machine learning algorithms

Branimir Ljubic, Ameen Abdel Hai, Marija Stanojević et al. · Journal of the American Medical Informatics Association · 2020 · 70 citations · Full text

Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction

Branimir Ljubic, Shoumik Roychoudhury, Xi Hang Cao et al. · Computer Methods and Programs in Biomedicine · 2020 · 53 citations · Full text

Neuroimaging Biomarkers, Alzheimer's Disease, Machine Learning +12

Social network analysis for better understanding of influenza

Branimir Ljubic, Djordje Gligorijevic, Jelena Gligorijević et al. · Journal of Biomedical Informatics · 2019 · 35 citations

Computational Social Science, Network Analysis, Disease Surveillance +3

Hierarchical Convolutional Neural Networks for Event Classification on PMU Measurements

Martin Pavlovski, Mohammad Alqudah, Tatjana Dokic et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 32 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Spatially Aware Ensemble-Based Learning to Predict Weather-Related Outages in Transmission

Tatjana Dokic, Martin Pavlovski, Djordje Gligorijevic et al. · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2019 · 29 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +21