Concepedia

Wojciech Kotłowski

WK

19

Publications

788

Citations

14

H-Index

2008

Active since

Affiliations

Poznań University of Technology(Current)

Polish Academy of Sciences

Systems Research Institute

Centrum Wiskunde & Informatica

University of California, Santa Cruz

Wojciech Kotłowski is an author at Poznań University of Technology specializing in computer science, engineering, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningKnowledge DiscoveryPredictive AnalyticsPattern RecognitionStatisticsSupervised Learning

Publications per year

2008–2021

19

Publications

19

Stochastic dominance-based rough set model for ordinal classification

Wojciech Kotłowski, Krzysztof Dembczyński, Salvatore Greco et al. · Information Sciences · 2008 · 148 citations

Ranking Algorithm, Engineering, Data Science +6

Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization

Krzysztof Dembczyński, Arkadiusz Jachnik, Wojciech Kotłowski et al. · Open access LMU (Ludwid Maxmilian's Universitat Munchen) · 2013 · 83 citations · Full text

ENDER: a statistical framework for boosting decision rules

Krzysztof Dembczyński, Wojciech Kotłowski, Roman Słowiński · Data Mining and Knowledge Discovery · 2010 · 72 citations

Engineering, Machine Learning, Data Mining +10

Bipartite Ranking through Minimization of Univariate Loss

Wojciech Kotłowski, Krzysztof Dembczyński, Eyke H llermeier · Data Archiving and Networked Services (DANS) · 2011 · 68 citations · Full text

Mathematical Programming, Ranking Algorithm, Engineering +17

On Nonparametric Ordinal Classification with Monotonicity Constraints

Wojciech Kotłowski, Roman Słowiński · IEEE Transactions on Knowledge and Data Engineering · 2012 · 67 citations

Mathematical Programming, Engineering, Machine Learning +16

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