Ingo Mierswa

Publication Activity (10 Years)

Years Active: 2004-2016
Publications (10 Years): 1

Top Venues

KDD

Technical University of Dortmund, Germany (PHD)

Education History

Technical University of Dortmund, Germany

PHD

Publications

Ingo Mierswa
The Wisdom of Crowds: Best Practices for Data Prep & Machine Learning Derived from Millions of Data Science Workflows. KDD (2016)
Ingo Mierswa
Rapid Miner. Künstliche Intell. 23 (2) (2009)
Ingo Mierswa
Nichtkonvexe und Multikriterielle Optimierung für Data Mining. Ausgezeichnete Informatikdissertationen (2009)
Christian Bockermann, Ingo Mierswa, Katharina Morik
On the Automated Creation of Understandable Positive Security Models for Web Applications. PerCom (2008)
Ingo Mierswa, Katharina Morik
About the non-convex optimization problem induced by non-positive semidefinite kernel learning. Adv. Data Anal. Classif. 2 (3) (2008)
Christian Bockermann, Ingo Mierswa, Katharina Morik
On the Automated Creation of Understandable Positive Security Models for Web Applications. LWA (2008)
Alexander Hinneburg, Ralf Klinkenberg, Ingo Mierswa, Stefan Posch, Steffen Neumann
Workshop on Knowledge Discovery, Data Mining, and Machine Learning and Workshop on Bioinformatics. LWA (2007)
Ingo Mierswa
Controlling overfitting with multi-objective support vector machines. GECCO (2007)
Ingo Mierswa
Regularization through Multi-Objective Optimization. LWA (2007)
Michael Wurst, Katharina Morik, Ingo Mierswa
Localized Alternative Cluster Ensembles for Collaborative Structuring. ECML (2006)
Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler
YALE: rapid prototyping for complex data mining tasks. KDD (2006)
Ingo Mierswa, Michael Wurst
Sound Multi-objective Feature Space Transformation for Clustering. LWA (2006)
Ingo Mierswa
Evolutionary learning with kernels: a generic solution for large margin problems. GECCO (2006)
Ingo Mierswa, Michael Wurst
Information preserving multi-objective feature selection for unsupervised learning. GECCO (2006)
Fabian Mörchen, Ingo Mierswa, Alfred Ultsch
Understandable models Of music collections based on exhaustive feature generation with temporal statistics. KDD (2006)
Ingo Mierswa, Michael Wurst
Efficient Case Based Feature Construction. ECML (2005)
Ingo Mierswa
Incorporating fuzzy knowledge into fitness: multiobjective evolutionary 3D design of process plants. GECCO (2005)
Ingo Mierswa, Katharina Morik
Method trees: building blocks for self-organizable representations of value series: how to evolve representations for classifying audio data. GECCO Workshops (2005)
Ingo Mierswa, Katharina Morik
Automatic Feature Extraction for Classifying Audio Data. Mach. Learn. 58 (2-3) (2005)
Ingo Mierswa, Katharina Morik
Merkmalsextraktion aus Audiodaten Evolutionäre Aufzucht von Methodenbäumen. Inform. Spektrum 28 (5) (2005)
Helge Homburg, Ingo Mierswa, Bülent Möller, Katharina Morik, Michael Wurst
A Benchmark Dataset for Audio Classification and Clustering. ISMIR (2005)
Ingo Mierswa
Automatic Feature Extraction from Large Time Series. GfKl (2004)
Ingo Mierswa
Automatic Feature Extraction from Large Time Series. LWA (2004)

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Publication Activity (10 Years)

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Ingo Mierswa