Dr. Sascha Klement

Managing Director

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

Email:
Phone:
+49 451 87 92 91 30
Fax:
+49 451 87 92 91 40

Publikationen

2015

  • Foti Coleca and Andreea State and Sascha Klement and Erhardt Barth and Thomas Martinetz: Self-organizing maps for hand and full body tracking. Neurocomputing, no. 147, pp. 174-184, Elsevier, 2015
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/CoStKlBaMa15.pdf}
    }
    
    

2013

  • Foti Coleca and Sascha Klement and Thomas Martinetz and Erhardt Barth: Real-time skeleton tracking for embedded systems. in Mobile Computational Photography, no. 8667D, Proceedings of SPIE, 2013
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/CoKlMaBa13.pdf}
    }
    
    
  • Sascha Klement and Silke Anders and Thomas Martinetz: The Support Vector Machine: Classification with the Least Number of Features and Application to Neuroimaging Data. Neural Computation, no. 25/6, pp. 1548-1584, 2013
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/KlAnMa13.pdf}
    }
    
    

2011

  • Sascha Klement and Fabian Timm and Erhardt Barth: Illumination correction for image stitching. in Proceedings of the Int. Conference on Imaging Theory and Applications (IMAGAPP), no. 1, pp. 81-86, INSTICC, Algarve, Portugal, 2011
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/KlTiBa11.pdf}
    }
    
    
  • Klement, Sascha and Martinetz, Thomas: On the Problem of Finding the Least Number of Features by L1-norm Minimisation. in ICANN 2011, Part I, pp. 315-322, Springer, Heidelberg, 2011
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/KlMa11.pdf}
    }
    
    

2010

  • Klement, Sascha and Martinetz, Thomas: 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, pp. 141-146, IEEE Computer Society, 2010
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/KlMa10a.pdf}
    }
    
    
  • Sascha Klement and Thomas Martinetz: The Support Feature Machine for Classifying with the Least Number of Features. in Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II, no. 6353, pp. 88-93, Springer, 2010
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/KlMa10.pdf}
    }
    
    

2009

  • Fabian Timm and Sascha Klement and Thomas Martinetz and Erhardt Barth: Welding Inspection Using Novel Specularity Features and A One-Class SVM. in Proceedings of the Int. Conference on Computer Theory and Applications (VISAPP), no. 1, pp. 146-153, INSTICC, Lisboa, Portugal, 2009
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/TiKlMaBa09.pdf}
    }
    
    

2008

  • Fabian Timm and Sascha Klement and Thomas Martinetz: Fast Model Selection for MaxMinOver-based Training of Support Vector Machines. in Proceedings of the 19th Int. Conference on Pattern Recognition (ICPR), IEEE Computer Society Press, Tampa, Florida, USA, 2008
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/TiKlMa08.pdf}
    }
    
    
  • Klement, Sascha and Madany Mamlouk, Amir and Martinetz, Thomas: Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios. in Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II, no. 5163, pp. 41-50, Springer, 2008
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/KlMaMa08.pdf}
    }
    
    

2006

  • Sascha Klement: Incremental Support Vector Regression for Steering Hot Rolling Mills. 2006
    BibTeX Link
    @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://webmail.inb.uni-luebeck.de/inb-publications/pdfs/Klem06.pdf}
    }