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Wojciech Lesiński
Wojciech Lesiński
Institute of Informatics, University of Białystok
Verified email at uwb.edu.pl
Title
Cited by
Cited by
Year
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
1612017
Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach
R Kueffner, N Zach, M Bronfeld, R Norel, N Atassi, V Balagurusamy, ...
Scientific reports 9 (1), 690, 2019
652019
Features selection in character recognition with random forest classifier
W Homenda, W Lesinski
Computational Collective Intelligence. Technologies and Applications: Third …, 2011
132011
Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival
A Polewko-Klim, W Lesiński, K Mnich, R Piliszek, WR Rudnicki
Biology Direct 13, 1-22, 2018
122018
Integration of human cell lines gene expression and chemical properties of drugs for drug induced liver injury prediction
W Lesiński, K Mnich, AK Golińska, WR Rudnicki
Biology Direct 16, 1-12, 2021
72021
Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken
A Polewko-Klim, W Lesiński, AK Golińska, K Mnich, M Siwek, ...
Poultry science 99 (12), 6341-6354, 2020
72020
Optical music recognition: case of pattern recognition with undesirable and garbage symbols
W Homenda, W Lesinski
Image Processing and Communications Challenges, 120-127, 2009
72009
Towards prediction of heart arrhythmia onset using machine learning
A Kitlas Golińska, W Lesiński, A Przybylski, WR Rudnicki
International Conference on Computational Science, 376-389, 2020
62020
Optical music recognition as the case of imbalanced pattern recognition: a study of single classifiers
A Jastrzebska, W Lesinski
Knowledge, Information and Creativity Support Systems: Recent Trends …, 2016
6*2016
Super Learning with Repeated Cross Validation
K Mnich, A Polewko-Klim, AK Golińska, W Lesiński, WR Rudnicki
2020 International Conference on Data Mining Workshops (ICDMW), 629-635, 2020
32020
Optical music recognition: Standard and cost-sensitive learning with imbalanced data
W Lesinski, A Jastrzebska
Computer Information Systems and Industrial Management: 14th IFIP TC 8 …, 2015
22015
Decision trees and their families in imbalanced pattern recognition: recognition with and without rejection
W Homenda, W Lesinski
Computer Information Systems and Industrial Management: 13th IFIP TC8 …, 2014
22014
Imbalanced pattern recognition: Concepts and evaluations
W Homenda, W Lesinski
2014 International Joint Conference on Neural Networks (IJCNN), 3488-3495, 2014
12014
A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-Horizons
W Lesiński, WR Rudnicki
International Conference on Computational Science, 162-169, 2023
2023
Prediction of Alternative Drug-Induced Liver Injury Classifications Using Molecular Descriptors, Gene Expression Perturbation, and Toxicology Reports
W Lesiński, K Mnich, WR Rudnicki
Frontiers in Genetics 12, 661075, 2021
2021
Identification of Clinical Variables Relevant for Survival Prediction in Patients with Metastatic Castration-Resistant Prostate Cancer
W Lesiński, A Polewko-Klim, WR Rudnicki
World Conference on Information Systems and Technologies, 607-617, 2020
2020
Modeling in Feature and Concept Spaces: Exclusion Relations and Similarities of Features Related with Exclusions
A Jastrzebska, W Lesinski
Knowledge, Information and Creativity Support Systems: Recent Trends …, 2016
2016
Optical Music Recognition: Standard and Cost-Sensitive Learning with Imbalanced Data
A Jastrzębska, W Lesiński
Lecture Notes In Computer Science 9339, 2015
2015
Modelling Human Cognitive Processes. Unipolar vs Bipolar Uncertainty
A Jastrzębska, W Lesiński, M Rybnik
Lecture Notes In Computer Science 9339, 2015
2015
Modeling Behavioral Biases Using Fuzzy and Balanced Fuzzy Connectives
A Jastrzebska, W Lesinski
Looking into the Future of Creativity and Decision Support Systems …, 2015
2015
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Articles 1–20