Books and Book Chapters

  • Model Building in Image Processing by Meta-Learning Based on Case-Based Reasoning Anja Attig and Petra Perner
    In: Patrick Shen-Pei Wan (Ed.), Pattern Recognition and Machine Vision-In Honor and Memory of Late Prof. King-Sun Fu, River Publishers' Series in Information Science and Technology, pp.149-164, River Publishers 2010
  • Case-based Reasoning for Image Segmentation by Watershed Transformation,
    Maria Frucci, Petra Perner, Gabriella Sanniti di Baja, In: P. Perner (Ed.) Case-Based Reasoning on Signals and Images, Springer Verlag 2007
  • Introduction to Case-Based Reasoning for Signals and Images,
    Petra Perner, In: P. Perner (Ed.) Case-Based Reasoning on Signals and Images, Springer Verlag 2007
  • Mining Images of Cell-Based Assays,
    P. Perner, In: T. Warren Liao and Evangelos Triantaphyllou, Advances in Enterprise Data Mining Theories and Applications, World Scientific Publisher, to appear
  • Image Mining for the Construction of Semantic-Inference Rules and for the Development of Automatic Image Diagnosis Systems,
    P. Perner In: Xingquan Zhu and Ian Davidson, Knowledge Discovery and Data Mining: Challenges and Realities, IGI Global Inc. Publisher, 2007
  • Case-Based Reasoning for Image Analysis and Interpretation,
    P. Perner, In: C. Chen and P. S. P. Wang, Handbook on Pattern Recognition and Computer Vision, 3rd Edition, World Scientific Publisher, 2005, pp. 95-114
  • Data Mining on Multimedia Data,
    P. Perner, Lecture Notes in Artificial Intelligence, Vol. 2558. Springer Verlag, Berlin Heidelberg New York (2002), ISBN: 3-540-00317-7.
  • Wissensbasierte Systeme in der Automatisierungs- technik, Abschn. 7. Applikationen,
    P. Perner, V. Kirbach, D. Balzer, Hrsg. D. Balzer, Carl-Hanser Verlag München Wien, 1992

Edited Books

  • Advances in Data Mining. Applications and Theoretical Aspects
    10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010, Petra Perner (Ed.), lnai 6171, Springer Verlag 2010
  • Advances in Data Mining, Poster and Industry Proceedings
    10th Industrial Conference, ICDM 2010, Leipzig, Germany, July 2010, Petra Perner (Ed.), IBaI Publishing 2010
  • Advances in Data Mining, Workshop Proceedings
    10th Industrial Conference, ICDM 2010, Leipzig, Germany, July 2010, Petra Perner (Ed.), IBaI Publishing 2010
  • Machine Learning and Data Mining in Pattern Recognition ,
    P. Perner (Ed.), lnai 5632, Springer Verlag 2009
  • Machine Learning and Data Mining in Pattern Recognition, Poster Proceedings,
    6th International Conference MLDM 2009, Leipzig, Germany, July, 2009 P. Perner (Ed.), IBaI Publishing 2009
  • Advances in Data Mining. Applications and Theoretical Aspects
    9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009, Petra Perner (Ed.), lnai 5633, Springer Verlag 2009
  • Advances in Data Mining, Poster Proceedings
    9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 2009, Petra Perner (Ed.), IBaI Publishing 2009
  • Advances in Data Mining in Marketing, Workshop Proceedings DMM 2009
    9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 2009, Petra Perner (Ed.), IBaI Publishing 2009
  • Advances in Data Mining, Industry Proceedings
    9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 2009, Petra Perner (Ed.), IBaI Publishing 2009
  • Advances in Data Mining. 8th Industrial Conference,
    Isabelle Bichindaritz, Petra Perner, Linda G. Shapiro (Eds.), ICDM 2008, Leipzig, Germany, July 2008, Poster and Workshop Proceedings IbaI Publishing 2008
  • Advances in Data Mining. Medical Applications, E-Commerce, Marketing,
    and Theoretical Aspects, Petra Perner (Eds.), lnai 5077, Springer Verlag 2008
  • Advances in Mass Data Analysis of Images and Signals in Medicine,
    Biotechnology, Chemistry and Food Industry, Petra Perner, Ovidio Salvetti (Eds.), lnai 5108, Springer Verlag 2008
  • Mass Data Analysis on Signals and Images in Medicine, Biotechnology, and Chemistry,
    P. Perner and O.Salvetti (Eds.),lnai 4826, Springer Verlag 2007
  • Case-Based Reasoning for Image and Signals,
    P. Perner (Eds.),Series Computational Intellignece, Springer Verlag to appear
  • Advances in Data Mining: Theoretical Aspects and Applications,
    P. Perner (Ed.),ICDM 2007, lnai 4597, Springer Verlag, 2007
  • Advances in Data Mining: Applications in Medicine, Web Mining, Marketing, Image and Signal Mining,
    P. Perner (Ed.),ICDM 2006, lnai 4065, Springer Verlag, 2006
  • Machine Learning and Data Mining in Pattern Recognition,
    P. Perner, A. Imiya (Eds.), MLDM 2005, Springer Verlag 2005, LNAI 3587
  • Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition,
    Sameer Singh, Maneesha Singh, Chidanand Apté, Petra Perner (Eds.) ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part I and Part II, Springer 2005.
  • Advances in Data Mining, Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications,
    P. Perner, Springer Verlag, 2004, LNAI 3275
  • Medical Data Analysis,
    P. Perner, R. Brause, H.-G. Holzhütter (Eds.), Springer Verlag 2003, LNCS 2868
  • Machine Learning and Data Mining in Pattern Recognition,
    P. Perner, A. Rosenfeld (Eds.), Springer Verlag 2003, LNAI 2734
  • Advances in Data Mining Applications in E-Commerce, Medicine, and Knowledge Management,
    P. Perner, Springer Verlag 2002, LNAI 2394
  • Machine Learning and Data Mining in Pattern Recognition,
    P. Perner (Eds.), Springer Verlag 2001, LNAI 2123
  • Machine Learning and Data Mining in Pattern Recognition,
    P. Perner, M. Petrou (Eds.), Springer Verlag 1999, LNAI 1715
  • Advances in Structural and Syntactical Pattern Recognition,
    P. Perner, P. Wang, A. Rosenfeld (Eds.), Springer Verlag 1996, LNCS 1121
book © Prof. Dr. Petra Perner book © Prof. Dr. Petra Perner