Concepedia

Felix Mohr

FM

Statistics

Publications

15

Citations

614

H-Index

12

Active since

2013

Affiliations

Universidad de La Sabana(Current)

Paderborn University

Leiden University

Felix Mohr is an author at Universidad de La Sabana specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningData MiningKnowledge DiscoveryArtificial IntelligenceDeep LearningPattern RecognitionPredictive Analytics

Publications per year

2013–2024

15

Publications

15

ML-Plan: Automated machine learning via hierarchical planning

Felix Mohr, Marcel Wever, Eyke Hüllermeier · Machine Learning · 2018 · 169 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +5

AutoML for Multi-Label Classification: Overview and Empirical Evaluation

Marcel Wever, Alexander Tornede, Felix Mohr et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 84 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Fast and Informative Model Selection Using Learning Curve Cross-Validation

Felix Mohr, Jan N. van Rijn · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 54 citations · Full text

Common Cross-validation, Engineering, Machine Learning +15

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

Felix Mohr, Marcel Wever, Alexander Tornede et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 44 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Towards Green Automated Machine Learning: Status Quo and Future Directions

Tanja Tornede, Alexander Tornede, Jonas Hanselle et al. · Journal of Artificial Intelligence Research · 2023 · 41 citations · Full text

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