Sascha Klement

According to our database, Sascha Klement authored at least 12 papers between 2008 and 2015.

Collaborative distances:

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

2015

Self-organizing maps for hand and full body tracking.

Foti Coleca, Andreea State, Sascha Klement, Erhardt Barth, Thomas Martinetz

Neurocomputing, 2015

2013

The Support Feature Machine: Classification with the Least Number of Features and Application to Neuroimaging Data.

Sascha Klement, Silke Anders, Thomas Martinetz

Neural Comput., 2013

Die Support Feature Machine: Eine Odyssee in hochdimensionalen Räumen.

Sascha Klement

Proceedings of the Ausgezeichnete Informatikdissertationen 2013, 2013

Real-time skeleton tracking for embedded systems.

Foti Coleca, Sascha Klement, Thomas Martinetz, Erhardt Barth

Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

The support feature machine - an odyssey in high-dimensional spaces.

Sascha Klement

PhD thesis, 2013

2011

Illumination Correction for Image Stitching.

Sascha Klement, Fabian Timm, Erhardt Barth

Proceedings of the IMAGAPP & IVAPP 2011, 2011

On the Problem of Finding the Least Number of Features by L1-Norm Minimisation.

Sascha Klement, Thomas Martinetz

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

A New Approach to Classification with the Least Number of Features.

Sascha Klement, Thomas Martinetz

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

The Support Feature Machine for Classifying with the Least Number of Features.

Sascha Klement, Thomas Martinetz

Proceedings of the Artificial Neural Networks, 2010

2009

Welding Inspection using Novel Specularity Features and a One-class SVM.

Fabian Timm, Sascha Klement, Thomas Martinetz, Erhardt Barth

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008

Fast model selection for MaxMinOver-based training of support vector machines.

Fabian Timm, Sascha Klement, Thomas Martinetz

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios.

Sascha Klement, Amir Madany Mamlouk, Thomas Martinetz

Proceedings of the Artificial Neural Networks, 2008