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Sebastian Klenk

Dr. Sebastian Klenk

Büro: Informatikgebäude

Universität Stuttgart
Universitätsstraße 38
70569 Stuttgart

Telefonnummer: Die Durchwahl "" hat nicht das erwartete Format und kann daher nicht formatiert werden.

Telefaxnummer: +49 (711) 685-88340

E-Mail-Adresse: sebastianklenk@visions-tec.de

News

Sexy Jobs in CS

"The sexy job in the next 10 years will be statisticians [data miners]" -- Hal Varian, chief economist at Google.

Further information on data science jobs: What is data science.

AIS at the Medica

Together with the IDM the AIS was present at the Medica 2009 to provide insight into our latest research projects.

Workshop "Intelligente Methoden in der Medizin"

At the INFORMATIK 2009 the AIS was holding the Workshop Intelligente Methoden in der Medizin.

Research

Machine Learning, Data Mining, Information Retrieval, Computer Vision, Compression Based Pattern Recognition, Relevance Based Visualization (code and data)

 

Redundant Dictionary Spaces as a general concept for the analysis of non vectorial data (code and data).

Teaching

AIS Kolloquium

Sommersemester 2011

Wintersemester 2010

Sommersemester 2010

Wintersemester 2009

Sommersemester 2009

Wintersemester 2008

Sommersemester 2008

Wintersemester 2007

Sommersemester 2007

  • Seminar Künstliche Intelligenz
  • Übungen zur Vorlesung Neuronale Netze
  • Übungen zur Vorlesung Aktives Sehen

Student Theses

Publications

Chairs

 

Programme Committees

Publications

2012

  • Sebastian Klenk, Gunther Heidemann
    Redundant Dictionary Spaces as a General Concept for the Analysis of Non-Vectorial Data
    In Advances in Data Mining: 12th Industrial Conference on Data Mining ICDM'2012 , to appear, 2012.
    [pdf] | [bibtex] |

2011

  • Sebastian Klenk, Peter Fritz, Thomas Ertl
    Web Data and Data Driven Decision Making
    In Health Web Science Workshop, to appear, 2011.
    [pdf]   |   [bibtex]   |

  • Andre Burkovski, Sebastian Klenk, Gunther Heidemann
    Similarity Calculation with Length Delimiting Dictionary Distance
    In 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2011), to appear, 2011.
    [pdf] | [bibtex] |

  • Tino Hartmann, Sebastian Klenk, Andre Burkovski, Gunther Heidemann
    Sentiment Detection with Character n-Grams
    In Proc. 7th International Conference on Data Mining (DMIN'11) , to appear, 2011.
    [pdf]   |   [bibtex]   |

  • Sebastian Klenk, Julia Möhrmann, Andre Burkovski, Jürgen Dippon, Peter Fritz, Gunther Heidemann
    A Personalized Health Information System to foster Preventive Medicine
    In Proc. 12th International Conference on Bioinformatics & Computational Biology (BIOCOMP'11) , to appear, 2011.
    [pdf]   |   [bibtex]   |

  • Sebastian Klenk, Peter Fritz, Jürgen Dippon, Gunther Heidemann
    Medizinisches Data Mining mit dem OCDM System
    In DVMD Jahrestagung 2011
    [pdf]   |   [bibtex]   |

  • Sebastian Klenk, Peter Fritz, Jürgen Dippon, Gunther Heidemann
    A Personalized Medical Information System
    In Proc. 3rd International Workshop on Software Engineering in Health Care, to appear, 2011
    [pdf]   |   [bibtex]   |

2010

  • P. Fritz, S. Klenk, S. Goletz, A. Gerteis, W. Simon, F. Brinkmann, E. Heidemann, E. Lüttgen, G. Ott, M.D. Alscher, M. Schwab, J. Dippon
    Clinical Impacts of Histological Sub-Typing Primary Breast Cancer
    In Anticancer Research Volume 30, Issue No. 12, 2010

    [pdf]   |   [bibtex]   |

  • Laila Shoukry, Sebastian Klenk, Gunther Heidemann
    MPEG-7 Feature Visualization for CBIR Systems
    In Proc. International Conference on Computer Theory and Applications (ICCTA 2010) , to appear, 2010.

    [pdf]   |   [bibtex]   |

  • Sebastian Klenk, Jürgen Dippon, Peter Fritz, Gunther Heidemann
    Relevance Based Visualization of Large Cancer Patient Populations
    In Proc. 1st ACM International Health Informatics Symposium (IHI 2010) , to appear, 2010.

    [pdf]   |   [bibtex]   |

  • Johann Rocholl, Sebastian Klenk, Gunther Heidemann
    Robust 1D Barcode Recognition on Mobile Devices
    In Proc. the twentieth conference of the International Association for Pattern Recognition (ICPR 2010) , to appear, 2010.

    [pdf]   |   [bibtex]   |

  • Sebastian Klenk, Jürgen Dippon, Peter Fritz, Gunther Heidemann
    Determining Patient Similarity in Medical Social Networks
    In Proc. the First International Workshop on Web Science and Information Exchange in the Medical Web (MedEx 2010) , to appear, 2010.

    [pdf]   |   [bibtex]   |

 

2009

  • Sebastian Klenk, Dennis Thom, Gunther Heidemann
    The Normalized Compression Distance as a Distance Measure in Entity Identification
    In Advances in Data Mining: 9th Industrial Conference on Data Mining ICDM'2009 , to appear, 2009.

    [pdf] |   [bibtex] |

  • Sebastian Klenk, Peter Fritz
    Vorwort der Workshop-Leitung: Intelligente Methoden in der Medizin
    In GI Jahrestagung 2009: 154-155 , to appear, 2009.

    [pdf] |   [bibtex] |

  • Sebastian Klenk, Gunther Heidemann
    A Sparse coding based similarity measure
    In Proc. 5th International Conference on Data Mining (DMIN'09) , to appear, 2009.

    [pdf] |   [bibtex] |

  • Sebastian Klenk, Jürgen Dippon, Peter Fritz, Gunther Heidemann
    Interactive survival analysis with the OCDM system: from development to application
    In Information Systems Frontiers , to appear, 2009.

    [pdf] |   [bibtex] |

 

2008

  • Johannes Imo, Sebastian Klenk, Gunther Heidemann
    Interactive Feature Visualization for Image Retrieval.
    In Proc. 19th International Conference on Pattern Recognition (ICPR08) , to appear, 2008.

    [pdf] |   [bibtex] |

  • Sebastian Klenk, Gunther Heidemann
    A new method for Principal Component Analysis of high-dimensional data using Compressive Sensing.
    In Proc. 4th International Conference on Data Mining (DMIN'08) , to appear, 2008.

    [pdf] |   [bibtex] |

  • P Fritz, S Klenk, W Schroth, S Amaral, L Antoniadou, A Gerteis, W Simon, E Heidemann, F Brinckmann, G Ott, H Brauch, E Schroeder-Lüttgen, M Schwab
    Langzeit Follow-up Datenbanken als unverzichtbares Instrumentarium molekularbiologischer Untersuchungen beim Mammakarzinom
    In Proc. 53. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS) , to appear, 2008.

    [pdf] |   [bibtex] |

  • Sebastian Klenk, Jürgen Dippon, Peter Fritz
    Interaktive Überlebenszeitanalyse: Datenbankdesign und -implementierung
    In Proc. 53. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS) , to appear, 2008.

    [pdf] |   [bibtex] |

  • Johannes Imo, Sebastian Klenk, Gunther Heidemann
    Visualization of Color and Texture Features.
    In Proc. 1st International Workshop on Super Visualization (IWSV08) , to appear, 2008.

    [pdf] |   [bibtex] |

 

2007

  • Gunther Heidemann, Sebastian Klenk
    Visual Analytics for Image Retrieval.
    In Proc. 17th Workshop Computational Intelligence 2007.

    [pdf] |   [bibtex] |

Talks