Felix Lanfermann

13 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning.
CoRR
Jens Engel, Andrea Castellani, Patricia Wollstadt, Felix Lanfermann, Thomas Schmitt, Sebastian Schmitt, Lydia Fischer, Steffen Limmer, David Luttropp, Florian Jomrich, René Unger, Tobias Rodemann
2025 — conf
Evaluating and Mitigating Fairness Risks in Machine Learning under Structured Missing Data.
AEQUITAS@ECAI
Tim Kochs, Andrea Castellani, Felix Lanfermann, Barbara Hammer
2024 — conf
Large Language Model-assisted Clustering and Concept Identification of Engineering Design Data.
CAI
Felix Lanfermann, Thiago Rios, Stefan Menzel
2024 — conf
Large Language Model-assisted Surrogate Modelling for Engineering Optimization.
CAI
Thiago Rios, Felix Lanfermann, Stefan Menzel
2023 — —
Concept Identification for Complex Data Sets.
Felix Lanfermann
2023 J jnl
Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions.
CoRR
Felix Lanfermann, Qiqi Liu, Yaochu Jin, Sebastian Schmitt
2023 J jnl
Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation.
CoRR
David A. Ehrlich, Kyle Schick-Poland, Abdullah Makkeh, Felix Lanfermann, Patricia Wollstadt, Michael Wibral
2023 J jnl
Surrogate-Assisted Many-Objective Optimization of Building Energy Management.
IEEE Comput. Intell. Mag.
Qiqi Liu, Felix Lanfermann, Tobias Rodemann, Markus Olhofer, Yaochu Jin
2023 J jnl
Understanding Concept Identification as Consistent Data Clustering Across Multiple Feature Spaces.
CoRR
Felix Lanfermann, Sebastian Schmitt, Patricia Wollstadt
2022 J jnl
Concept Identification for Complex Engineering Datasets.
CoRR
Felix Lanfermann, Sebastian Schmitt
2022 J jnl
Concept identification for complex engineering datasets.
Adv. Eng. Informatics
Felix Lanfermann, Sebastian Schmitt
2022 — conf
Understanding Concept Identification as Consistent Data Clustering Across Multiple Feature Spaces.
ICDM (Workshops)
Felix Lanfermann, Sebastian Schmitt, Patricia Wollstadt
2020 — conf
An Effective Measure to Identify Meaningful Concepts in Engineering Design optimization.
SSCI
Felix Lanfermann, Sebastian Schmitt, Stefan Menzel