Concepedia

Helena Kotthaus

HK

6

Publications

143

Citations

6

H-Index

2011

Active since

Affiliations

TU Dortmund University(Current)

Helena Kotthaus is an author at TU Dortmund University specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningProgram AnalysisSoftware AnalysisParallel ComputingComputer EngineeringParallel ProgrammingPredictive Analytics

Publications per year

2011–2023

6

Publications

6

Automatic model selection for high-dimensional survival analysis

Michel Lang, Helena Kotthaus, Peter Marwedel et al. · Journal of Statistical Computation and Simulation · 2014 · 49 citations

Engineering, Machine Learning, Feature Selection +17

Surrogate Model-Based Explainability Methods for Point Cloud NNs

Hanxiao Tan, Helena Kotthaus · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 23 citations

Artificial Intelligence, Geometric Learning, Engineering +19

WCET-driven cache-aware code positioning

Heiko Falk, Helena Kotthaus · 2011 · 22 citations

Software Maintenance, Engineering, Compiler Technology +20

Runtime and memory consumption analyses for machine learning R programs

Helena Kotthaus, Ingo Korb, Michel Lang et al. · Journal of Statistical Computation and Simulation · 2014 · 19 citations

Runtime Problems, Engineering, Machine Learning +22

Yes we care!-Certification for machine learning methods through the care label framework

Katharina Morik, Helena Kotthaus, Raphael Fischer et al. · Frontiers in Artificial Intelligence · 2022 · 15 citations · Full text

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