Concepedia

Małgorzata Bach

MB

Statistics

Publications

5

Citations

278

H-Index

5

Active since

2016

Affiliations

Silesian University of Technology(Current)

Medical University of Silesia

Małgorzata Bach is an author at Silesian University of Technology specializing in statistics, computer science, and machine learning.

Top concepts

StatisticsMedicineData MiningEngineeringData ScienceOsteoporosisComputer ScienceMachine LearningPattern RecognitionMenopause

Publications per year

2016–2022

5

Publications

5

The study of under- and over-sampling methods’ utility in analysis of highly imbalanced data on osteoporosis

Małgorzata Bach, Aleksandra Werner, Joanna Żywiec et al. · Information Sciences · 2016 · 145 citations

Bone Disease, Class Imbalance, Sampling Technique +9

The Proposal of Undersampling Method for Learning from Imbalanced Datasets

Małgorzata Bach, Aleksandra Werner, Mateusz Palt · Procedia Computer Science · 2019 · 97 citations · Full text

Engineering, Machine Learning, Majority Class Examples +16

Risk Factors for Fractures Identified in the Algorithm Developed in 5-Year Follow-Up of Postmenopausal Women From RAC-OST-POL Study

Piotr Adamczyk, Aleksandra Werner, Małgorzata Bach et al. · Journal of Clinical Densitometry · 2017 · 14 citations

Skeletal Trauma, Rac-ost-pol Study, Gynecology +9

New Undersampling Method Based on the kNN Approach

Małgorzata Bach · Procedia Computer Science · 2022 · 12 citations · Full text

Sampling (Signal Processing), Engineering, Machine Learning +17

Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study

Justyna Mika, Joanna Tobiasz, Anna Papież et al. · Scientific Reports · 2021 · 10 citations · Full text

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