Dominik Fisch

According to our database, Dominik Fisch authored at least 18 papers between 2009 and 2017.

Collaborative distances:

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

2017

Reducing Failure Analysis Time: An Industrial Evaluation.

Mojdeh Golagha, Alexander Pretschner, Dominik Fisch, Roman Nagy

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice Track, 2017

2016

Towards automation of knowledge understanding: An approach for probabilistic generative classifiers.

Dominik Fisch, Christian Gruhl, Edgar Kalkowski, Bernhard Sick, Seppo J. Ovaska

Inf. Sci., 2016

Impact of crossover and mutation on reproduction in evolutionary test model learning.

Michal Sroka, Dominik Fisch, Roman Nagy

Proceedings of the 14th IEEE International Symposium on Intelligent Systems and Informatics, 2016

2014

Knowledge Fusion for Probabilistic Generative Classifiers with Data Mining Applications.

Dominik Fisch, Edgar Kalkowski, Bernhard Sick

IEEE Trans. Knowl. Data Eng., 2014

2013

A Concept for Securing Cyber-Physical Systems with Organic Computing Techniques.

Jörg Hähner, Stefan Rudolph, Sven Tomforde, Dominik Fisch, Bernhard Sick, Nils Kopal, Arno Wacker

Proceedings of the ARCS 2013, 2013

2012

Intelligente technische Systeme mit der Fähigkeit zum kollaborativen Wissenserwerb.

Dominik Fisch

PhD thesis, 2012

Techniques for knowledge acquisition in dynamically changing environments.

Dominik Fisch, Martin Jänicke, Edgar Kalkowski, Bernhard Sick

ACM Trans. Auton. Adapt. Syst., 2012

Learning from others: Exchange of classification rules in intelligent distributed systems.

Dominik Fisch, Martin Jänicke, Edgar Kalkowski, Bernhard Sick

Artif. Intell., 2012

2011

SwiftRule: Mining Comprehensible Classification Rules for Time Series Analysis.

Dominik Fisch, Thiemo Gruber, Bernhard Sick

IEEE Trans. Knowl. Data Eng., 2011

In Your Interest - Objective Interestingness Measures for a Generative Classifier.

Dominik Fisch, Edgar Kalkowski, Bernhard Sick, Seppo J. Ovaska

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

Collaborative Learning by Knowledge Exchange.

Dominik Fisch, Edgar Kalkowski, Bernhard Sick

Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

Divergence Measures as a Generalised Approach to Quantitative Emergence.

Dominik Fisch, Martin Jänicke, Christian Müller-Schloer, Bernhard Sick

Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

2010

So near and yet so far: New insight into properties of some well-known classifier paradigms.

Dominik Fisch, Bernhard Kühbeck, Bernhard Sick, Seppo J. Ovaska

Inf. Sci., 2010

On the versatility of radial basis function neural networks: A case study in the field of intrusion detection.

Dominik Fisch, Alexander Hofmann, Bernhard Sick

Inf. Sci., 2010

Quantitative Emergence -- A Refined Approach Based on Divergence Measures.

Dominik Fisch, Martin Jänicke, Bernhard Sick, Christian Müller-Schloer

Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Novelty-Aware Attack Recognition - Intrusion Detection with Organic Computing Techniques.

Dominik Fisch, Ferdinand Kastl, Bernhard Sick

Proceedings of the Distributed, Parallel and Biologically Inspired Systems, 2010

2009

Training of radial basis function classifiers with resilient propagation and variational Bayesian inference.

Dominik Fisch, Bernhard Sick

Proceedings of the International Joint Conference on Neural Networks, 2009

Learning by Teaching versus Learning by Doing: Knowledge Exchange in Organic Agent Systems.

Dominik Fisch, Martin Jänicke, Edgar Kalkowski, Bernhard Sick

Proceedings of the IEEE Symposium on Intelligent Agents, IA 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009, 2009