The Wisdom of Crowds: Best Practices for Data Prep & Machine Learning Derived from Millions of Data Science Workflows. - Mierswa, Ingo (2016)

Non-Convex and Multi-Objective Optimization in Data Mining - Non-Convex and Multi-Objective Optimization for Statistical Learning and Numerical Feature Engineering. - Mierswa, Ingo (2009)

Rapid Miner. - Mierswa, Ingo (Künstliche Intell., 2009)

Nichtkonvexe und Multikriterielle Optimierung für Data Mining. - Mierswa, Ingo (2009)

About the non-convex optimization problem induced by non-positive semidefinite kernel learning. - Mierswa, Ingo; Morik, Katharina (Adv. Data Anal. Classif., 2008)

On the Automated Creation of Understandable Positive Security Models for Web Applications. - Bockermann, Christian; Mierswa, Ingo; Morik, Katharina (2008)

On the Automated Creation of Understandable Positive Security Models for Web Applications. - Bockermann, Christian; Mierswa, Ingo; Morik, Katharina (2008)

Controlling overfitting with multi-objective support vector machines. - Mierswa, Ingo (2007)

Workshop on Knowledge Discovery, Data Mining, and Machine Learning and Workshop on Bioinformatics. - Hinneburg, Alexander; Klinkenberg, Ralf; Mierswa, Ingo; Posch, Stefan; Neumann, Steffen (2007)

Regularization through Multi-Objective Optimization. - Mierswa, Ingo (2007)

Localized Alternative Cluster Ensembles for Collaborative Structuring. - Wurst, Michael; Morik, Katharina; Mierswa, Ingo (2006)

Information preserving multi-objective feature selection for unsupervised learning. - Mierswa, Ingo; Wurst, Michael (2006)

Evolutionary learning with kernels: a generic solution for large margin problems. - Mierswa, Ingo (2006)

Understandable models Of music collections based on exhaustive feature generation with temporal statistics. - Mörchen, Fabian; Mierswa, Ingo; Ultsch, Alfred (2006)

YALE: rapid prototyping for complex data mining tasks. - Mierswa, Ingo; Wurst, Michael; Klinkenberg, Ralf; Scholz, Martin; Euler, Timm (2006)

Sound Multi-objective Feature Space Transformation for Clustering. - Mierswa, Ingo; Wurst, Michael (2006)

Merkmalsextraktion aus Audiodaten Evolutionäre Aufzucht von Methodenbäumen. - Mierswa, Ingo; Morik, Katharina (Inform. Spektrum, 2005)

Automatic Feature Extraction for Classifying Audio Data. - Mierswa, Ingo; Morik, Katharina (Mach. Learn., 2005)

Efficient Case Based Feature Construction. - Mierswa, Ingo; Wurst, Michael (2005)

Method trees: building blocks for self-organizable representations of value series: how to evolve representations for classifying audio data. - Mierswa, Ingo; Morik, Katharina (2005)

Incorporating fuzzy knowledge into fitness: multiobjective evolutionary 3D design of process plants. - Mierswa, Ingo (2005)

A Benchmark Dataset for Audio Classification and Clustering. - Homburg, Helge; Mierswa, Ingo; Möller, Bülent; Morik, Katharina; Wurst, Michael (2005)

Automatic Feature Extraction from Large Time Series. - Mierswa, Ingo (2004)

Automatic Feature Extraction from Large Time Series. - Mierswa, Ingo (2004)