Publications

Journal

Optimizing Clinical Trials Recruitment via Deep Learning

Gligorijevic, J., Gligorijevic, Dj., Pavlovski, M., Milkovits, E., Glass, L., Grier, K., Vankireddy, P., Obradovic, Z.

Journal of the American Medical Informatics Association

Healthcare, NLP, Recommender systems

Preprint

Stability of Decision Trees and Logistic Regression

Arsov, N., Pavlovski, M., Kocarev, L.

arXiv preprint arXiv:1903.00816

Core ML

Preprint

Stacking and Stability

Arsov, N., Pavlovski, M., Kocarev, L.

arXiv preprint arXiv:1901.09134

Core ML

Conference

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

Dokic, T., Pavlovski, M., Gligorijevic, Dj., Kezunovic, M., Obradovic, Z.

Proc. 52nd IEEE Hawaii Int’l Conference on System Sciences (HICSS)

Power systems

Journal

Social Network Analysis for Better Understanding of Influenza

Ljubic, B., Gligorijevic, Dj., Gligorijevic, J., Pavlovski, M., Obradovic, Z.

Journal of Biomedical Informatics

Biomedical informatics

Conference

Generalization-Aware Structured Regression towards Balancing Bias and Variance

Pavlovski, M., Zhou, F., Arsov, N., Kocarev, L., Obradovic, Z.

Proc. 27th International Joint Conference on Artificial Intelligence (IJCAI)

Core ML

Conference

Adaptive Skip-Train Structured Regression for Temporal Networks

Pavlovski, M., Zhou, F., Stojkovic, I., Kocarev, L., Obradovic, Z.

Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)

Core ML

Journal

Improving Power Grid Stability With Communication Infrastructure

Pavlovski, M., Gajduk, A., Todorovski, M., Kocarev, L.

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Power systems

Journal

Generating Highly Accurate Prediction Hypotheses Through Collaborative Ensemble Learning

Arsov, N.*, Pavlovski, M.*, Basnarkov, L., Kocarev, L.

* Authors contributed equally

Scientific Reports, Nature Publishing Group

Biomedical informatics, Core ML

Technical report

Feature-based Seamless and Panography Stitching Order Determination

Pavlovski, M., Ilievski, V., Dimitrova, T., Kulakov, A.

Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University

Computer vision