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Anzahl der Publikationen: 15
Zeitschriftenartikel
Riemenschneider, Mona; Senge, Robin; Neumann, Ursula; Hüllermeier, Eyke 
ORCID: https://orcid.org/0000-0002-9944-4108 und Heider, Dominik
(2016):
Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification.
In: BioData Mining, Bd. 9, 10
[PDF, 392kB]
ORCID: https://orcid.org/0000-0002-9944-4108 und Heider, Dominik
(2016):
Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification.
In: BioData Mining, Bd. 9, 10
[PDF, 392kB]
Senge, Robin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2015):
Fast Fuzzy Pattern Tree Learning for Classification.
In: IEEE Transactions on Fuzzy Systems, Bd. 23, Nr. 6: S. 2024-2033
ORCID: https://orcid.org/0000-0002-9944-4108
(2015):
Fast Fuzzy Pattern Tree Learning for Classification.
In: IEEE Transactions on Fuzzy Systems, Bd. 23, Nr. 6: S. 2024-2033
Senge, Robin; Bösner, Stefan; Dembczyński, Krzysztof; Haasenritter, Jörg; Hirsch, Oliver; Donner-Banzhoff, Norbert und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty.
In: Information Sciences, Bd. 255: S. 16-29
ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty.
In: Information Sciences, Bd. 255: S. 16-29
Montañes, Elena; Senge, Robin; Barranquero, Jose; Ramón Quevedo, José; José del Coz, Juan und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
Dependent binary relevance models for multi-label classification.
In: Pattern Recognition, Bd. 47, Nr. 3: S. 1494-1508
ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
Dependent binary relevance models for multi-label classification.
In: Pattern Recognition, Bd. 47, Nr. 3: S. 1494-1508
Shaker, Ammar; Senge, Robin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Evolving fuzzy pattern trees for binary classification on data streams.
In: Information Sciences, Bd. 220: S. 34-45
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Evolving fuzzy pattern trees for binary classification on data streams.
In: Information Sciences, Bd. 220: S. 34-45
Haasenritter, Jörg; Viniol, Annika; Becker, Annette; Bösner, Stefan; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Senge, Robin und Donner-Banzhoff, Norbert
(2013):
Diagnose im Kontext – eine erweiterte Perspektive.
In: Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen, Bd. 107, Nr. 9-10: S. 585-591
ORCID: https://orcid.org/0000-0002-9944-4108; Senge, Robin und Donner-Banzhoff, Norbert
(2013):
Diagnose im Kontext – eine erweiterte Perspektive.
In: Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen, Bd. 107, Nr. 9-10: S. 585-591
Heider, Dominik; Senge, Robin; Cheng, Weiwei und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction.
In: Bioinformatics, Bd. 29, Nr. 16: S. 1946-1952
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction.
In: Bioinformatics, Bd. 29, Nr. 16: S. 1946-1952
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Rifqi, Maria; Henzgen, Sascha und Senge, Robin
(2012):
Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures.
In: IEEE Transactions on Fuzzy Systems, Bd. 20, Nr. 3: S. 546-556
ORCID: https://orcid.org/0000-0002-9944-4108; Rifqi, Maria; Henzgen, Sascha und Senge, Robin
(2012):
Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures.
In: IEEE Transactions on Fuzzy Systems, Bd. 20, Nr. 3: S. 546-556
Senge, Robin; Fober, Thomas; Nasiri, Maryam und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2012):
Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung.
In: at - Automatisierungstechnik, Bd. 60, Nr. 10: S. 622-629
ORCID: https://orcid.org/0000-0002-9944-4108
(2012):
Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung.
In: at - Automatisierungstechnik, Bd. 60, Nr. 10: S. 622-629
Senge, Robin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2011):
Top-Down Induction of Fuzzy Pattern Trees.
In: IEEE Transactions on Fuzzy Systems, Bd. 19, Nr. 2: S. 241-252
ORCID: https://orcid.org/0000-0002-9944-4108
(2011):
Top-Down Induction of Fuzzy Pattern Trees.
In: IEEE Transactions on Fuzzy Systems, Bd. 19, Nr. 2: S. 241-252
Hirsch, Oliver; Bösner, Stefan; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Senge, Robin; Dembczynski, Krzysztof und Donner-Banzhoff, Norbert
(2011):
Multivariate modeling to identify patterns in clinical data: the example of chest pain.
In: BMC Medical Research Methodology, Bd. 11, 155
[PDF, 3MB]
ORCID: https://orcid.org/0000-0002-9944-4108; Senge, Robin; Dembczynski, Krzysztof und Donner-Banzhoff, Norbert
(2011):
Multivariate modeling to identify patterns in clinical data: the example of chest pain.
In: BMC Medical Research Methodology, Bd. 11, 155
[PDF, 3MB]
Buchbeitrag
Senge, Robin; Del Coz, Juan José und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
On the Problem of Error Propagation in Classifier Chains for Multi-label Classification.
In: Spiliopoulou, Myra; Schmidt-Thieme, Lars und Janning, Ruth (Hrsg.):
Data Analysis, Machine Learning and Knowledge Discovery. Studies in Classification, Data Analysis, and Knowledge Organization, Cham: Springer. S. 163-170
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
On the Problem of Error Propagation in Classifier Chains for Multi-label Classification.
In: Spiliopoulou, Myra; Schmidt-Thieme, Lars und Janning, Ruth (Hrsg.):
Data Analysis, Machine Learning and Knowledge Discovery. Studies in Classification, Data Analysis, and Knowledge Organization, Cham: Springer. S. 163-170
Konferenzbeitrag
Nasiri, Maryam; Fober, Thomas; Senge, Robin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Fuzzy pattern trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling of color yield in polyester dyeing.
2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), Edmonton, AB, Canada, 24-28 June 2013.
In: Proceedings of the 2013 Joint IFSA World Congress NAFIPS Annual Meeting (IFSAI NAFIPS), Edmonton, Canada, June 24-28, 2013,
Piscataway, NJ: IEEE. S. 715-721
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Fuzzy pattern trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling of color yield in polyester dyeing.
2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), Edmonton, AB, Canada, 24-28 June 2013.
In: Proceedings of the 2013 Joint IFSA World Congress NAFIPS Annual Meeting (IFSAI NAFIPS), Edmonton, Canada, June 24-28, 2013,
Piscataway, NJ: IEEE. S. 715-721
Senge, Robin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Pattern trees for regression and fuzzy systems modeling.
2010 IEEE International Conference on Fuzzy Systems (FUZZ‐IEEE 2010), Barcelona, Spain, 18-23 July 2010.
In: International Conference on Fuzzy Systems (FUZZ 2010) : Barcelona, Spain, 18 - 23 July 2010,
Piscataway, NJ: IEEE. S. 1-7
ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Pattern trees for regression and fuzzy systems modeling.
2010 IEEE International Conference on Fuzzy Systems (FUZZ‐IEEE 2010), Barcelona, Spain, 18-23 July 2010.
In: International Conference on Fuzzy Systems (FUZZ 2010) : Barcelona, Spain, 18 - 23 July 2010,
Piscataway, NJ: IEEE. S. 1-7
Senge, Robin und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2009):
Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.
LWA 2009: Workshop-Woche: Lernen, Wissen, Adaptivität, Darmstadt, Germany, 21.-23. September 2009.
Hartmann, Melanie und Janssen, Frederik (Hrsg.):
Darmstadt: FG Telekooperation/FG Knowledge Engineering, Technische Universität Darmstadt. S. 105-110
ORCID: https://orcid.org/0000-0002-9944-4108
(2009):
Learning Pattern Tree Classifiers Using a Co-Evolutionary Algorithm.
LWA 2009: Workshop-Woche: Lernen, Wissen, Adaptivität, Darmstadt, Germany, 21.-23. September 2009.
Hartmann, Melanie und Janssen, Frederik (Hrsg.):
Darmstadt: FG Telekooperation/FG Knowledge Engineering, Technische Universität Darmstadt. S. 105-110