Martin Pavlovski
Martin Pavlovski
Research Scientist, Yahoo Research
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Predicting complications of diabetes mellitus using advanced machine learning algorithms
B Ljubic, AA Hai, M Stanojevic, W Diaz, D Polimac, M Pavlovski, ...
Journal of the American Medical Informatics Association 27 (9), 1343-1351, 2020
Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction
B Ljubic, S Roychoudhury, XH Cao, M Pavlovski, S Obradovic, R Nair, ...
Computer methods and programs in biomedicine 197, 105765, 2020
Hierarchical convolutional neural networks for event classification on PMU measurements
M Pavlovski, M Alqudah, T Dokic, AA Hai, M Kezunovic, Z Obradovic
IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2021
Spatially aware ensemble-based learning to predict weather-related outages in transmission
T Dokic, M Pavlovski
The Hawaii International Conference on System Sciences–HICSS, Maui, Hawaii …, 2019
Autonomous navigation for drone swarms in gps-denied environments using structured learning
W Power, M Pavlovski, D Saranovic, I Stojkovic, Z Obradovic
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 …, 2020
Generating highly accurate prediction hypotheses through collaborative ensemble learning
N Arsov, M Pavlovski, L Basnarkov, L Kocarev
Scientific reports 7 (1), 44649, 2017
Transfer learning for event detection from PMU measurements with scarce labels
AA Hai, T Dokic, M Pavlovski, T Mohamed, D Saranovic, M Alqudah, ...
IEEE Access 9, 127420-127432, 2021
Social network analysis for better understanding of influenza
B Ljubic, D Gligorijevic, J Gligorijevic, M Pavlovski, Z Obradovic
Journal of biomedical informatics 93, 103161, 2019
Optimizing clinical trials recruitment via deep learning
J Gligorijevic, D Gligorijevic, M Pavlovski, E Milkovits, L Glass, K Grier, ...
Journal of the American Medical Informatics Association 26 (11), 1195-1202, 2019
Fault detection utilizing convolution neural network on timeseries synchrophasor data from phasor measurement units
M Alqudah, M Pavlovski, T Dokic, M Kezunovic, Y Hu, Z Obradovic
IEEE Transactions on Power Systems 37 (5), 3434-3442, 2021
Time-aware user embeddings as a service
M Pavlovski, J Gligorijevic, I Stojkovic, S Agrawal, S Komirishetty, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Generalization-Aware Structured Regression towards Balancing Bias and Variance.
M Pavlovski, F Zhou, N Arsov, L Kocarev, Z Obradovic
IJCAI, 2616-2622, 2018
Interception of automated adversarial drone swarms in partially observed environments
D Saranovic, M Pavlovski, W Power, I Stojkovic, Z Obradovic
Integrated Computer-Aided Engineering 28 (4), 335-348, 2021
Adaptive Skip-Train Structured Regression for Temporal Networks
M Pavlovski, F Zhou, I Stojkovic, L Kocarev, Z Obradovic
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
Comorbidity network analysis and genetics of colorectal cancer
B Ljubic, M Pavlovski, J Alshehri, S Roychoudhury, V Bajic, C Van Neste, ...
Informatics in Medicine Unlocked 21, 100492, 2020
Stability of decision trees and logistic regression
N Arsov, M Pavlovski, L Kocarev
arXiv preprint arXiv:1903.00816, 2019
Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification
F Zhou, S Gao, L Ni, M Pavlovski, Q Dong, Z Obradovic, W Qian
Data Mining and Knowledge Discovery 36 (5), 1601-1622, 2022
Sequential machine learning in prediction of common cancers
J Andjelkovic, B Ljubic, AA Hai, M Stanojevic, M Pavlovski, W Diaz, ...
Informatics in Medicine Unlocked 30, 100928, 2022
Stacking and stability
N Arsov, M Pavlovski, L Kocarev
arXiv preprint arXiv:1901.09134, 2019
Big Data Analytics for Predictive Lightning Outage Management Using Spatially Aware Logistic Regression Model
M Kezunovic, T Dokic, Z Obradovic, M Pavlovski, R Said
CIGRE Technical Exhibition 2020, E-session SC D2 Information Systems and …, 2020
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