Robin Senge

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 5

Top Venues

CoRR

Inf. Sci.

Bioinform.

IFSA/NAFIPS

University of Marburg (PHD)

Education History

University of Marburg

PHD

Publications

Pia Cuk, Robin Senge, Mikko Lauri, Simone Frintrop
Teacher Network Calibration Improves Cross-Quality Knowledge Distillation. CoRR (2023)
Matthias Ulrich, Hermann Jahnke, Roland Langrock, Robert Pesch, Robin Senge
Distributional regression for demand forecasting in e-grocery. Eur. J. Oper. Res. 294 (3) (2021)
Marta Golabek, Robin Senge, Rainer Neumann
Demand Forecasting using Long Short-Term Memory Neural Networks. CoRR (2020)
Robin Senge, Juan José del Coz, Eyke Hüllermeier
Rectifying Classifier Chains for Multi-Label Classification. CoRR (2019)
Mona Riemenschneider, Robin Senge, Ursula Neumann, Eyke Hüllermeier, Dominik Heider
Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification. BioData Min. 9 (2016)
Robin Senge, Eyke Hüllermeier
Fast Fuzzy Pattern Tree Learning for Classification. IEEE Trans. Fuzzy Syst. 23 (6) (2015)
Elena Montañés, Robin Senge, José Barranquero, José Ramón Quevedo, Juan José del Coz, Eyke Hüllermeier
Dependent binary relevance models for multi-label classification. Pattern Recognit. 47 (3) (2014)
Robin Senge, Stefan Bösner, Krzysztof Dembczynski, Jörg Haasenritter, Oliver Hirsch, Norbert Donner-Banzhoff, Eyke Hüllermeier
Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty. Inf. Sci. 255 (2014)
Maryam Nasiri, Thomas Fober, Robin Senge, Eyke Hüllermeier
Fuzzy pattern trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling of color yield in polyester dyeing. IFSA/NAFIPS (2013)
Ammar Shaker, Robin Senge, Eyke Hüllermeier
Evolving fuzzy pattern trees for binary classification on data streams. Inf. Sci. 220 (2013)
Robin Senge, Juan José del Coz, Eyke Hüllermeier
Rectifying Classifier Chains for Multi-Label Classification. LWA (2013)
Dominik Heider, Robin Senge, Weiwei Cheng, Eyke Hüllermeier
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction. Bioinform. 29 (16) (2013)
Robin Senge, Thomas Fober, Maryam Nasiri, Eyke Hüllermeier
Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung. Autom. 60 (10) (2012)
Robin Senge, Juan José del Coz, Eyke Hüllermeier
On the Problem of Error Propagation in Classifier Chains for Multi-label Classification. GfKl (2012)
Eyke Hüllermeier, Maria Rifqi, Sascha Henzgen, Robin Senge
Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures. IEEE Trans. Fuzzy Syst. 20 (3) (2012)
Ammar Shaker, Robin Senge, Eyke Hüllermeier
Evolving Fuzzy Pattern Trees for Binary Classification on Data Streams. LWA (2011)
Robin Senge, Eyke Hüllermeier
Top-Down Induction of Fuzzy Pattern Trees. IEEE Trans. Fuzzy Syst. 19 (2) (2011)
Robin Senge, Eyke Hüllermeier
Pattern trees for regression and fuzzy systems modeling. FUZZ-IEEE (2010)
Robin Senge, Eyke Hüllermeier
Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm. LWA (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Robin Senge