Concepedia

Piotr Szymański

PS

17

Publications

605

Citations

15

H-Index

2014

Active since

Affiliations

Wrocław University of Science and Technology(Current)

AGH University of Krakow

Piotr Szymański is an author at Wrocław University of Science and Technology specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceKnowledge DiscoveryData MiningText MiningMachine LearningPattern RecognitionDeep LearningInformation RetrievalBusiness

Publications per year

2014–2024

17

Publications

17

A scikit-based Python environment for performing multi-label classification

Piotr Szymański, Tomasz Kajdanowicz · arXiv (Cornell University) · 2017 · 118 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +16

Mitigation and herd immunity strategy for COVID-19 is likely to fail

Barbara Adamik, Marek A. Bawiec, Viktor Bezborodov et al. · 2020 · 62 citations · Full text

Semi-realistic Sir Microsimulation, Virus Epidemiology, Epidemiological Dynamic +22

scikit-multilearn: A scikit-based Python environment for performing multi-label classification

Piotr Szymański, Tomasz Kajdanowicz · Zenodo (CERN European Organization for Nuclear Research) · 2020 · 55 citations · Full text

A Network Perspective on Stratification of Multi-Label Data

Piotr Szymański, Tomasz Kajdanowicz · arXiv (Cornell University) · 2017 · 53 citations · Full text

Label Powerset, Engineering, Machine Learning +23

How is a data-driven approach better than random choice in label space division for multi-label classification?

Piotr Szymański, Tomasz Kajdanowicz, Kristian Kersting · Technische Universität Dortmund Eldorado (Technische Universität Dortmund) · 2016 · 50 citations · Full text

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