Martin Pavlovski
Martin Pavlovski
Temple University, Macedonian Academy of Sciences and Arts
Verified email at temple.edu - Homepage
Title
Cited by
Cited by
Year
Generating highly accurate prediction hypotheses through collaborative ensemble learning
N Arsov, M Pavlovski, L Basnarkov, L Kocarev
Scientific reports 7 (1), 1-9, 2017
102017
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
92019
Generalization-Aware Structured Regression towards Balancing Bias and Variance.
M Pavlovski, F Zhou, N Arsov, L Kocarev, Z Obradovic
IJCAI, 2616-2622, 2018
92018
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
62019
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
62017
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
42019
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
12020
Stability of decision trees and logistic regression
N Arsov, M Pavlovski, L Kocarev
arXiv preprint arXiv:1903.00816, 2019
12019
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
2020
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
2020
Autonomous Navigation for Drone Swarms in GPS-Denied Environments Using Structured Learning
W Power, M Pavlovski, D Saranovic, I Stojkovic, Z Obradovic
IFIP International Conference on Artificial Intelligence Applications and …, 2020
2020
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
2020
Genetics and Comorbidity network analysis of Colorectal cancer
B Ljubic, M Pavlovski, J Alshehri, V Bajic, C Van Neste, Z Obradovic, ...
2019
Stacking and stability
N Arsov, M Pavlovski, L Kocarev
arXiv preprint arXiv:1901.09134, 2019
2019
Improving Power Grid Stability With Communication Infrastructure
M Pavlovski, A Gajduk, M Todorovski, L Kocarev
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 7 (3 …, 2017
2017
Weighted Bagging Predictors
N Arsov, M Pavlovski, L Kocarev
Supplementary Information: Generating highly accurate prediction hypotheses through collaborative ensemble learning
N Arsov, M Pavlovski, L Basnarkov, L Kocarev
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