Concepedia

Maciej Zięba

MZ

25

Publications

1.3K

Citations

16

H-Index

2013

Active since

Affiliations

Wrocław University of Science and Technology(Current)

AGH University of Krakow

Universidad de Zaragoza

Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine

Instituto de Nanociencia y Materiales de Aragón

Maciej Zięba is an author at Wrocław University of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDeep LearningKnowledge DiscoveryComputer VisionPattern RecognitionData MiningPredictive Analytics

Publications per year

2013–2024

25

Publications

25

Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction

Maciej Zięba, Sebastian Klaudiusz Tomczak, Jakub M. Tomczak · Expert Systems with Applications · 2016 · 396 citations

Synthetic Features Generation, Engineering, Machine Learning +15

Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients

Maciej Zięba, Jakub M. Tomczak, Marek Lubicz et al. · Applied Soft Computing · 2013 · 156 citations

Boosted Svm, Data Classification, Support Vector Machine +14

Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation

Michał Stypułkowski, Konstantinos Vougioukas, Sen He et al. · 2024 · 105 citations

Head Movements, Image Analysis, Machine Learning +14

Classification Restricted Boltzmann Machine for comprehensible credit scoring model

Jakub M. Tomczak, Maciej Zięba · Expert Systems with Applications · 2014 · 97 citations

Classification Method, Engineering, Machine Learning +10

NMRNet: a deep learning approach to automated peak picking of protein NMR spectra

Piotr Klukowski, Michał Augoff, Maciej Zięba et al. · Bioinformatics · 2018 · 88 citations · Full text

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