Dr. Sascha Klement

Photo of Dr. Sascha  Klement

 

 

 

Managing Director
gestigon GmbH
Innovations Campus Lübeck
Maria-Goeppert-Straße 9a
23562 Lübeck

Email: sascha.klement(at)gestigon.de
Phone: +49 451 87 92 91 30
Fax: +49 451 87 92 91 40

Publikationen

2015

Foti Coleca, Andreea State, Sascha Klement, Erhardt Barth, and Thomas Martinetz,
Self-organizing maps for hand and full body tracking, Neurocomputing , vol. 147, pp. 174--184, 2015. Elsevier.
DOI:http://dx.doi.org/10.1016/j.neucom.2013.10.041
Datei: CoStKlBaMa15.pdf
Bibtex: BibTeX
@article{CoStKlBaMa15,
author = {Foti Coleca and Andreea State and Sascha Klement and Erhardt Barth and Thomas Martinetz},
title = {Self-organizing maps for hand and full body tracking},
journal = {Neurocomputing},
year = {2015},
note = {Advances in Self-Organizing Maps Subtitle of the special issue: Selected Papers from the Workshop on Self-Organizing Maps 2012 (WSOM 2012)},
volume = {147},
pages = {174--184},
publisher = {Elsevier},
doi = {http://dx.doi.org/10.1016/j.neucom.2013.10.041},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoStKlBaMa15.pdf}
}

2013

Foti Coleca, Sascha Klement, Thomas Martinetz, and Erhardt Barth,
Real-time skeleton tracking for embedded systems, in Mobile Computational Photography , Proceedings of SPIE, 2013.
Datei: CoKlMaBa13.pdf
Bibtex: BibTeX
@inproceedings{CoKlMaBa13,
author = {Foti Coleca and Sascha Klement and Thomas Martinetz and Erhardt Barth},
title = {Real-time skeleton tracking for embedded systems},
booktitle = {Mobile Computational Photography},
publisher = {Proceedings of SPIE},
year = {2013},
volume = {8667D},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoKlMaBa13.pdf}
}

Sascha Klement, Silke Anders, and Thomas Martinetz,
The {S}upport {V}ector {M}achine: {C}lassification with the {L}east {N}umber of {F}eatures and {A}pplication to {N}euroimaging {D}ata, Neural Computation , vol. 25/6, pp. 1548--1584, 2013.
Datei: KlAnMa13.pdf
Bibtex: BibTeX
@article{KlAnMa13,
author = {Sascha Klement and Silke Anders and Thomas Martinetz},
title = {The {S}upport {V}ector {M}achine: {C}lassification with the {L}east {N}umber of {F}eatures and {A}pplication to {N}euroimaging {D}ata},
journal = {Neural Computation},
volume = {25/6},
pages = {1548--1584},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlAnMa13.pdf}
}

2011

Sascha Klement, and Thomas Martinetz,
On the {P}roblem of {F}inding the {L}east {N}umber of {F}eatures by {L}1-norm {M}inimisation, in ICANN 2011, Part I , T. Honkela et al., Eds. Springer, Heidelberg, 2011. pp. 315--322.
Datei: KlMa11.pdf
Bibtex: BibTeX
@inproceedings{KlMa11,
author = {Klement, Sascha and Martinetz, Thomas},
title = { On the {P}roblem of {F}inding the {L}east {N}umber of {F}eatures by {L}1-norm {M}inimisation},
booktitle = {ICANN 2011, Part I},
series = {LNCS 6791},
pages = {315--322},
editor = {T. Honkela et al.},
publisher = {Springer, Heidelberg},
year = {2011},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa11.pdf}
}

Sascha Klement, Fabian Timm, and Erhardt Barth,
Illumination correction for image stitching, in Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)} , Algarve, Portugal: INSTICC, 2011. pp. 81--86.
Datei: KlTiBa11.pdf
Bibtex: BibTeX
@inproceedings{KlTiBa11,
author = {Sascha Klement and Fabian Timm and Erhardt Barth},
title = {Illumination correction for image stitching},
booktitle = {Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)}},
publisher = {INSTICC},
address = {Algarve, Portugal},
year = {2011},
pages = {81--86},
volume = {1},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlTiBa11.pdf}
}

2010

Sascha Klement, and Thomas Martinetz,
A new approach to classification with the least number of features, in Proceedings of the 9th International Conference on Machine Learning and Applications - ICMLA 2010, Washington, D.C, USA, 12--14 December, 2010 , IEEE Computer Society, 2010. pp. 141--146.
Datei: KlMa10a.pdf
Bibtex: BibTeX
@inproceedings{KlMa10a,
author = {Klement, Sascha and Martinetz, Thomas},
title = {A new approach to classification with the least number of features},
booktitle = {Proceedings of the 9th International Conference on Machine Learning and Applications - ICMLA 2010, Washington, D.C, USA, 12--14 December, 2010},
year = {2010},
publisher = {IEEE Computer Society},
pages = {141--146},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa10a.pdf}
}

Sascha Klement, and Thomas Martinetz,
The {S}upport {F}eature {M}achine for {C}lassifying with the {L}east {N}umber of {F}eatures, in Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II , Konstantinos I. Diamantaras and Wlodek Duch and Lazaros S. Iliadis, Eds. Springer, 2010. pp. 88--93.
Datei: KlMa10.pdf
Bibtex: BibTeX
@inproceedings{KlMa10,
author = {Sascha Klement and Thomas Martinetz},
title = {The {S}upport {F}eature {M}achine for {C}lassifying with the {L}east {N}umber of {F}eatures},
editor = {Konstantinos I. Diamantaras and Wlodek Duch and Lazaros S. Iliadis},
booktitle = {Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II},
year = {2010},
pages = {88--93},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {6353},
ee = {http://dx.doi.org/10.1007/978-3-642-15822-3_11},
bibsource = {DBLP, http://dblp.uni-trier.de},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa10.pdf}
}

2009

Fabian Timm, Sascha Klement, Thomas Martinetz, and Erhardt Barth,
Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}, in Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)} , Lisboa, Portugal: INSTICC, 2009. pp. 146--153.
Datei: TiKlMaBa09.pdf
Bibtex: BibTeX
@inproceedings{TiKlMaBa09,
author = {Fabian Timm and Sascha Klement and Thomas Martinetz and Erhardt Barth},
title = {Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}},
booktitle = {Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)}},
publisher = {INSTICC},
address = {Lisboa, Portugal},
year = {2009},
pages = {146--153},
volume = {1},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMaBa09.pdf}
}

2008

Sascha Klement, Amir Madany Mamlouk, and Thomas Martinetz,
{R}eliability of {C}ross-{V}alidation for {SVM}s in {H}igh-{D}imensional, {L}ow {S}ample {S}ize {S}cenarios, in Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II , Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k, Eds. Springer, 2008. pp. 41--50.
Datei: KlMaMa08.pdf
Bibtex: BibTeX
@inproceedings{KlMaMa08,
author = {Klement, Sascha and Madany Mamlouk, Amir and Martinetz, Thomas},
title = {{R}eliability of {C}ross-{V}alidation for {SVM}s in {H}igh-{D}imensional, {L}ow {S}ample {S}ize {S}cenarios},
pages = {41--50},
editor = {Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k},
booktitle = {Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5163},
year = {2008},
note = {http://www.springerlink.com/content/a852001534335865/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMaMa08.pdf}
}

Fabian Timm, Sascha Klement, and Thomas Martinetz,
Fast {M}odel {S}election for {M}ax{M}in{O}ver-based {T}raining of {S}upport {V}ector {M}achines, in Proceedings of the 19th Int. Conference on Pattern Recognition {(ICPR)} , Tampa, Florida, USA: IEEE Computer Society Press, 2008.
Datei: TiKlMa08.pdf
Bibtex: BibTeX
@inproceedings{TiKlMa08,
author = {Fabian Timm and Sascha Klement and Thomas Martinetz},
title = {Fast {M}odel {S}election for {M}ax{M}in{O}ver-based {T}raining of {S}upport {V}ector {M}achines},
booktitle = {Proceedings of the 19th Int. Conference on Pattern Recognition {(ICPR)}},
publisher = {IEEE Computer Society Press},
year = {2008},
address = {Tampa, Florida, USA},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMa08.pdf}
}

2006

Sascha Klement,
Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills, Diploma Thesis, Universität zu Lübeck, 2006.
Datei: Klem06.pdf
Bibtex: BibTeX
@mastersthesis{Klem06,
author = {Sascha Klement},
title = {Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills},
year = {2006},
school = {Universit{\"a}t zu L{\"u}beck},
type = {Diploma Thesis},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Klem06.pdf}
}