Robin Senge

20 papers B 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Teacher Network Calibration Improves Cross-Quality Knowledge Distillation.
CoRR
Pia Cuk, Robin Senge, Mikko Lauri, Simone Frintrop
2021 J jnl
Distributional regression for demand forecasting in e-grocery.
Eur. J. Oper. Res.
Matthias Ulrich, Hermann Jahnke, Roland Langrock, Robert Pesch, Robin Senge
2020 J jnl
Demand Forecasting using Long Short-Term Memory Neural Networks.
CoRR
Marta Golabek, Robin Senge, Rainer Neumann
2019 J jnl
Rectifying Classifier Chains for Multi-Label Classification.
CoRR
Robin Senge, Juan José del Coz, Eyke Hüllermeier
2016 J jnl
Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification.
BioData Min.
Mona Riemenschneider, Robin Senge, Ursula Neumann, Eyke Hüllermeier, Dominik Heider
2015 J jnl
Fast Fuzzy Pattern Tree Learning for Classification.
IEEE Trans. Fuzzy Syst.
Robin Senge, Eyke Hüllermeier
2014 J jnl
Dependent binary relevance models for multi-label classification.
Pattern Recognit.
Elena Montañés, Robin Senge, José Barranquero, José Ramón Quevedo, Juan José del Coz, Eyke Hüllermeier
2014 — —
Machine learning methods for fuzzy pattern tree induction.
Robin Senge
2014 J jnl
Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty.
Inf. Sci.
Robin Senge, Stefan Bösner, Krzysztof Dembczynski, Jörg Haasenritter, Oliver Hirsch, Norbert Donner-Banzhoff, Eyke Hüllermeier
2013 J jnl
Evolving fuzzy pattern trees for binary classification on data streams.
Inf. Sci.
Ammar Shaker, Robin Senge, Eyke Hüllermeier
2013 — conf
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
Maryam Nasiri, Thomas Fober, Robin Senge, Eyke Hüllermeier
2013 J jnl
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction.
Bioinform.
Dominik Heider, Robin Senge, Weiwei Cheng, Eyke Hüllermeier
2013 — conf
Rectifying Classifier Chains for Multi-Label Classification.
LWA
Robin Senge, Juan José del Coz, Eyke Hüllermeier
2012 J jnl
Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures.
IEEE Trans. Fuzzy Syst.
Eyke Hüllermeier, Maria Rifqi, Sascha Henzgen, Robin Senge
2012 J jnl
Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung.
Autom.
Robin Senge, Thomas Fober, Maryam Nasiri, Eyke Hüllermeier
2012 — conf
On the Problem of Error Propagation in Classifier Chains for Multi-label Classification.
GfKl
Robin Senge, Juan José del Coz, Eyke Hüllermeier
2011 — conf
Evolving Fuzzy Pattern Trees for Binary Classification on Data Streams.
LWA
Ammar Shaker, Robin Senge, Eyke Hüllermeier
2011 J jnl
Top-Down Induction of Fuzzy Pattern Trees.
IEEE Trans. Fuzzy Syst.
Robin Senge, Eyke Hüllermeier
2010 B conf
Pattern trees for regression and fuzzy systems modeling.
FUZZ-IEEE
Robin Senge, Eyke Hüllermeier
2009 — conf
Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.
LWA
Robin Senge, Eyke Hüllermeier