Michael Rapp

Eyke Hüllermeier

Adv. Data Anal. Classif., December, 2024

Stakeholder-centric explanations for black-box decisions: an XAI process model and its application to automotive goodwill assessments.

[BibT_eX]

[DOI]

Stefan Haas

Konstantin Hegestweiler

Maximilian Muschalik

Eyke Hüllermeier

Frontiers Artif. Intell., 2024

2022

Multi-label Rule Learning.

[BibT_eX]

[DOI]

PhD thesis, 2022

A flexible class of dependence-aware multi-label loss functions.

[BibT_eX]

[DOI]

Mach. Learn., 2022

2021

BOOMER - An algorithm for learning gradient boosted multi-label classification rules.

[BibT_eX]

[DOI]

Softw. Impacts, 2021

Correlation-Based Discovery of Disease Patterns for Syndromic Surveillance.

[BibT_eX]

[DOI]

Frontiers Big Data, 2021

Gradient-Based Label Binning in Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Learning Structured Declarative Rule Sets - A Challenge for Deep Discrete Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Rule-Based Multi-label Classification: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the Rules and Reasoning - 4th International Joint Conference, 2020

Learning Gradient Boosted Multi-label Classification Rules.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

On Aggregation in Ensembles of Multilabel Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 23rd International Conference, 2020

2019

Correction: Design and Simulation of a Wireless SAW-Pirani Sensor with Extended Range and Sensitivity.

[BibT_eX]

[DOI]

Sensors, 2019

Design and Simulation of a Wireless SAW-Pirani Sensor with Extended Range and Sensitivity.

[BibT_eX]

[DOI]

Sensors, 2019

Simplifying Random Forests: On the Trade-off between Interpretability and Accuracy.

[BibT_eX]

[DOI]

CoRR, 2019

On the Trade-Off Between Consistency and Coverage in Multi-label Rule Learning Heuristics.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 22nd International Conference, 2019

Efficient Discovery of Expressive Multi-label Rules Using Relaxed Pruning.

[BibT_eX]

[DOI]

Yannik Klein

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

Learning Interpretable Rules for Multi-label Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rules.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017

Long-Term Stability of Polymer-Coated Surface Transverse Wave Sensors for the Detection of Organic Solvent Vapors.

[BibT_eX]

[DOI]

Sensors, 2017

2016

Detection of aromatic compounds in artificial gasoline with hybrid surface acoustic wave sensor array and a short packed column (SAW-GC).

[BibT_eX]

[DOI]

Caroline Carriel Schmitt

Achim Voigt

Nicolaus Dahmen

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

2014

Observational learning with position uncertainty.

[BibT_eX]

[DOI]

Ignacio Monzón