Books

  • Probleme des Industrierobotereinsatzes in der Industrieproduktion mit besonderer Beachtung sozialer Aspekte ,
    Petra Perner and Klaus Müller, ISBN: 978-3-942952-13-2, ibai-publishing, Fockendorf, 2012
  • Datenreduktionsverfahren für technologische Industrierobotersteuerungen mit direkter Teach-in-Programmierung , Petra Perner, 2.unveränderte Auflage, ISBN: 978-3-940501-16-5, ibai-publishing, Fockendorf, 2010
  • 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 Automatisierungstechnik, Abschn. 7. Applikationen,
    P. Perner, V. Kirbach, D. Balzer, Hrsg. D. Balzer, Carl-Hanser Verlag München Wien, 1992

Book Chapters

  • Decision Tree Induction Methods and Their Application to Big Data,
    Petra Perner
    In: Fatos Xhafa, Leonard Barolli, Admir Barolli, Petraq Papajorgji (Eds.), Modeling and Optimization in Science and Technologies, Modeling and Processing for Next-Generation Big-Data Technologies With Applications and Case Studies, Volume 4 2015, Springer Verlag 2015, pp. 57-88.
  • Using Prototype-Based Classification for Automatic Knowledge Acquistion Petra Perner and Anja Attig
    In: Patrick Shen-Pei Wang (Ed.), Pattern Recognition, Machine Intelligence and Biometrics, pp. 197-212, Springer Verlag, 2011
  • Prototype-Based Classification in Unbalanced Biomedical Problems
    Sara Colantonio, Suzanne Little, Ovidio Salvetti and Petra Perner
    In: S. Montani, L.C. Jain (Eds.) Successful Case-Based Reasoning Applications - 1, Studies in Computational Inelligence, vol. 305, pp. 143-163, Springer Verlag, 2010
  • Meta-learning for Image Processing Based on Case-Based Reasoning
    Petra Perner and Anja Attig
    In: I. Bichindaritz, S. Vaidya, A. Jain, L.C. Jain (Eds.) Computational Intelligence in Healthcare 4, Studies in Computational Inelligence, vol. 309, pp. 229-264, Springer Verlag, 2010
  • Model Building in Image Processing by Meta-Learning Based on Case-Based Reasoning Anja Attig and Petra Perner
    In: Patrick Shen-Pei Wang (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, Recent Advances in Data Mining of Enterprise Data, World Scientific Publisher, pp. 577-641, 2007
  • 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

Edited Books

Edited Text Books

  • Case-Based Reasoning for Image and Signals,
    P. Perner (Eds.),Series Computational Intellignece, Springer Verlag 2007

Edited Conference Proceedings

  • Machine Learning and Data Mining in Pattern Recognition ,
    P. Perner (Ed.) 12th Intern. Conference, MLDM 2016 New York, USA, July 16-21, 2016 Proceedings Springer International Publishing Switzerland 2016
  • Advances in Data Mining,
    P. Perner (Ed.) 16th Industrial Conference on Data Mining, ICDM 2016 Poster Proceedings New York, USA, July 2016 Ibai publishing, Fockendorf, Germany, ISBN 978-3-942952-42-2
  • Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry, and Food Industry,
    P. Perner (Ed.) 11th Intern. Conference, MDA 2016 New York, USA, July 2016 Proceedings Ibai publishing, Fockendorf, Germany, ISBN 978-3-942952-43-9
  • Machine Learning and Data Mining in Pattern Recognition,
    P. Perner (Ed.) 12th International Conference, MLDM 2016 New York, USA, July 2016 MLDM Proceedings Paper Late Ibai publishing, Fockendorf, Germany, ISBN 978-3-942952-44-6
  • Advances in Data Mining: Applications and Theoretical Aspects,
    P. Perner (Ed.) 16th Industrial Conference on Data Mining, ICDM 2016 New York, USA, July 13-17, 2016 Proceedings Springer International Publishing Switzerland 2016
  • Proceedings 2015, 2014, 2013
  • Advances in Data Mining. Applications and Theoretical Aspects,
    12th Industrial Conference, ICDM 2012, Berlin, Germany , July 2012, Petra Perner (Ed.), lnai 7377, Springer Verlag 2012
  • Advances in Data Mining. Workshop Proceedings,
    Workshop on Case-Based Reasoning CBR-MD 2012,
    Workshop on Data Mining in Agriculture DMA 2012,
    Workshop on Data Mining in Life Scinces DMLS 2012,
    Workshop on Data Mining in Marketing DMM 2012,
    12th Industrial Conference ICDM 2012, Berlin, Germany, July 2012, Isabelle Bichindaritz, Petra Perner, Georg Ruß, Rainer Schmidt (Eds.), ibai-publishing, Fockendorf 2012
  • Advances in Data Mining. Poster and Industry Proceedings
    12th Industrial Conference ICDM 2012, Berlin, Germany, July 2012, Petra Perner (Ed.), ibai-publishing, Fockendorf 2012
  • Advances in Mass Data Analysis of Image and Signals in Medicine, Biotechnology, Chemistry and Food Industry
    Proceedings, 7th International Conference MDA 2012, Berlin, Germany, July 2012, Petra Perner (Ed.), ibai-publishing, Fockendorf 2012
  • Machine Learning and Data Mining in Pattern Recognition. Poster Proceedings
    8th International Conference, MLDM 2012, Berlin, Germany, July 2012, In: Petra Perner (Ed.), lnai 7376, Springer Verlag 2012
  • Machine Learning and Data Mining in Pattern Recognition
    8th International Conference, MLDM 2012, Berlin, Germany, July 2012, Petra Perner (Ed.), ibai-publishing, Fockendorf 2012
  • Advances in Data Mining. Applications and Theoretical Aspects
    11th Industrial Conference, ICDM 2011, New York, USA , August/ September 2011, Petra Perner (Ed.), lnai 6870, Springer Verlag 2011
  • Advances in Data Mining. Workshop Proceedings
    11th Industrial Conference ICDM 2011, New York, USA, August/September 2011, Petra Perner and Georg Ruß (Ed.), ibai-publishing, Fockendorf 2011
  • Advances in Data Mining. Poster and Industry Proceedings
    11th Industrial Conference ICDM 2011, New York, USA, August/September 2011, Petra Perner (Ed.), ibai-publishing, Fockendorf 2011
  • Advances in Mass Data Analysis of Image and Signals in Medicine, Biotechnology, Chemistry and Food Industry
    Proceedings, 6th International Conference MDA 2011, New York, USA, August/September 2011, Petra Perner (Ed.), ibai-publishing, Fockendorf 2011
  • Machine Learning and Data Mining in Pattern Recognition. Poster Proceedings
    7th International Conference, MLDM 2011, New York, USA, August/September 2011, In: Petra Perner (Ed.), lnai 6871, Springer Verlag 2011
  • Machine Learning and Data Mining in Pattern Recognition
    7th International Conference, MLDM 2011, New York, USA, August/September 2011, Petra Perner (Ed.), ibai-publishing, Fockendorf 2011
  • 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
  • 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