Research Interests- Machine learning, data mining, statistics.
Conference Publications- Dokic, T., Pavlovski, M., Gligorijevic, Dj., Kezunovic, M., & Obradovic, Z. “Spatially Aware Ensemble-Based Learning to Predict Weather-Related Outages in Transmission”, Proc. 52nd IEEE Hawaii International Conference on System Sciences (HICSS), 2019.
- Pavlovski, M., Zhou, F., Arsov, N., Kocarev, L., & Obradovic, Z. “Generalization-Aware Structured Regression towards Balancing Bias and Variance”, Proc. 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018.
- Pavlovski, M., Zhou, F., Stojkovic, I., Kocarev, L., & Obradovic, Z. “Adaptive Skip-Train Structured Regression for Temporal Networks”, Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2017.
Journal Publications - Gligorijevic, J., Gligorijevic, Dj., Pavlovski, M., Milkovits, E., Glass, L., Grier, K., Vankireddy, P., & Obradovic, Z. “Optimizing Clinical Trials Recruitment via Deep Learning”, Journal of the American Medical Informatics Association, 2019.
- Pavlovski, M., Gajduk, A., Todorovski, M., & Kocarev, L. “Improving Power Grid Stability With Communication Infrastructure”, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2017.
- Arsov, N., Pavlovski, M., Basnarkov, L., & Kocarev, L. “Generating Highly Accurate Prediction Hypotheses Through Collaborative Ensemble Learning”, Scientific Reports, Nature Publishing Group, 2017.
Poster Presentations - Arsov, N., Pavlovski, M., & Kocarev, L. “Weighted Bagging Predictors”, presented at the MAESTRA Summer school on mining big and complex data, Ohrid, Macedonia.
- Arsov, N., Pavlovski, M., Basnarkov, L., & Kocarev, L. “Collaborative Bagging of Boosting Ensembles”, presented at the 2016 SEE Data Science Forum, Belgrade, Serbia.
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Ċ Martin Pavlovski, Dec 15, 2015, 7:21 AM
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Ċ Martin Pavlovski, Dec 20, 2015, 7:29 AM
Ċ Martin Pavlovski, Sep 21, 2017, 2:44 AM
Ċ Martin Pavlovski, Dec 9, 2019, 2:22 PM
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Ċ Martin Pavlovski, Aug 26, 2018, 8:57 PM
ć Martin Pavlovski, Aug 26, 2018, 8:58 PM
Ċ Martin Pavlovski, Mar 28, 2019, 12:17 AM
ć Martin Pavlovski, Mar 28, 2019, 12:17 AM
Ċ Martin Pavlovski, Sep 19, 2017, 3:39 AM
Ċ Martin Pavlovski, Dec 20, 2015, 7:29 AM
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