Zobrazeno 1 - 10
of 55
pro vyhledávání: '"Pavlovski, Martin"'
Dissertation/ Thesis
Autor:
Pavlovski, Martin
A plethora of high-impact applications involve predictive modeling of structured data. In various domains, from hospital readmission prediction in the medical realm, though weather forecasting and event detection in power systems, up to conversion pr
Externí odkaz:
http://hdl.handle.net/20.500.12613/6554
Publikováno v:
In Expert Systems With Applications 1 September 2024 249 Part C
Beyond their primary diagnostic purpose, radiology reports have been an invaluable source of information in medical research. Given a corpus of radiology reports, researchers are often interested in identifying a subset of reports describing a partic
Externí odkaz:
http://arxiv.org/abs/2112.10746
Decision trees and logistic regression are one of the most popular and well-known machine learning algorithms, frequently used to solve a variety of real-world problems. Stability of learning algorithms is a powerful tool to analyze their performance
Externí odkaz:
http://arxiv.org/abs/1903.00816
Stacking is a general approach for combining multiple models toward greater predictive accuracy. It has found various application across different domains, ensuing from its meta-learning nature. Our understanding, nevertheless, on how and why stackin
Externí odkaz:
http://arxiv.org/abs/1901.09134
Autor:
Andjelkovic, Jovan, Ljubic, Branimir, Hai, Ameen Abdel, Stanojevic, Marija, Pavlovski, Martin, Diaz, Wilson, Obradovic, Zoran
Publikováno v:
In Informatics in Medicine Unlocked 2022 30
Autor:
Ljubic, Branimir, Roychoudhury, Shoumik, Cao, Xi Hang, Pavlovski, Martin, Obradovic, Stefan, Nair, Richard, Glass, Lucas, Obradovic, Zoran
Publikováno v:
In Computer Methods and Programs in Biomedicine December 2020 197
Autor:
Ljubic, Branimir, Pavlovski, Martin, Alshehri, Jumanah, Roychoudhury, Shoumik, Bajic, Vladimir, Van Neste, Christophe, Obradovic, Zoran
Publikováno v:
In Informatics in Medicine Unlocked 2020 21
Autor:
Ljubic, Branimir, Gligorijevic, Djordje, Gligorijevic, Jelena, Pavlovski, Martin, Obradovic, Zoran
Publikováno v:
In Journal of Biomedical Informatics May 2019 93
Autor:
Saranovic, Daniel1 (AUTHOR), Pavlovski, Martin1 (AUTHOR), Power, William1 (AUTHOR), Stojkovic, Ivan1 (AUTHOR), Obradovic, Zoran1 (AUTHOR) zoran.obradovic@temple.edu
Publikováno v:
Integrated Computer-Aided Engineering. 2021, Vol. 28 Issue 4, p335-348. 14p.