Fabian Keller

According to our database, Fabian Keller authored at least 14 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

ALEA - Adaptive eLEArning System - Lernende datenbankbasierte Lernsysteme in der Datenbanklehre.

Kerstin Schneider, Fabian Keller, Pia Habekost, Victor Schmeil, Markus Dampmann, Florian Schorch

Datenbank-Spektrum, 2021

Interaktives Anpassungsfähiges E-Learning-System Im Bereich Datenbanken.

Fabian Keller, Pia-Katharina Habekost, Kerstin Schneider

Proceedings of the 32nd GI-Workshop Grundlagen von Datenbanken, Online Event, 2021

2019

An evaluation of pure spectrum-based fault localization techniques for large-scale software systems.

Simon Heiden, Lars Grunske, Timo Kehrer, Fabian Keller, André van Hoorn, Antonio Filieri, David Lo

Softw. Pract. Exp., 2019

2017

A Critical Evaluation of Spectrum-Based Fault Localization Techniques on a Large-Scale Software System.

Fabian Keller, Lars Grunske, Simon Heiden, Antonio Filieri, André van Hoorn, David Lo

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

2016

Leveraging Palladio for Performance Awareness in the IETS3 Integrated Specification Environment.

Fabian Keller, Markus Voelter, André van Hoorn, Klaus Birken

Softwaretechnik-Trends, 2016

2015

Attribute Relationship Analysis in Outlier Mining and Stream Processing.

Fabian Keller

PhD thesis, 2015

A Framework for System Event Classification and Prediction by Means of Machine Learning.

Teerat Pitakrat, Jonas Grunert, Oliver Kabierschke, Fabian Keller, André van Hoorn

EAI Endorsed Trans. Self Adapt. Syst., 2015

Estimating mutual information on data streams.

Fabian Keller, Emmanuel Müller, Klemens Böhm

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

2014

Outlier Mining in Sensor-networks.

Fabian Keller

Proceedings of the 8th Joint Workshop of the German Research Training Groups in Computer Science, 2014

2013

CMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection.

Klemens Böhm, Fabian Keller, Emmanuel Müller, Hoang Vu Nguyen, Jilles Vreeken

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Statistical Selection of Congruent Subspaces for Mining Attributed Graphs.

Patricia Iglesias Sánchez, Emmanuel Müller, Fabian Laforet, Fabian Keller, Klemens Böhm

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Flexible and adaptive subspace search for outlier analysis.

Fabian Keller, Emmanuel Müller, Andreas Wixler, Klemens Böhm

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

OutRules: A Framework for Outlier Descriptions in Multiple Context Spaces.

Emmanuel Müller, Fabian Keller, Sebastian Blanc, Klemens Böhm

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

HiCS: High Contrast Subspaces for Density-Based Outlier Ranking.

Fabian Keller, Emmanuel Müller, Klemens Böhm

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012