Invited Paper and Paper Talks

  • P. Perner, Big data, decision tree induction, and image analysis for the discovery of decision rules for colon examination:
    Proceedings of Tissue Science & Engineering, Global Congress on Tissue Engineering, Regenerative & Precision Medicine December 1-2, 2016, San Antonio, USA Journal on Tissue Science and Engineering
    December 2016, Volume 7, Issue3, ISSN:2157-7552, (suppl.), http://dx.doi.org/104172/2157 7552.C1.026, page 34,(Key Note Talk)
  • Iris Recognition and What is Next?
    Iris Diagnosis - A New Challenging Topic for Machine Vision from Image Acquisition to Image Interpretation

    P. Perner, Proceedings 9th International Conference on Machine Vision; Nov. 18th-20th, 2016, Nice, Keynote and Advisory Board together with Alexander Bernstein
  • Quantitative measurement of cellular events with image processing and data mining for drug discovery, therapy, and system biology,
    P. Perner, Proceedings 7th International Conference on Proteomics and Bioinformatics, October 24-26, 2016, Journal of Proteomics Bioinform, 9:11, http.//dx.doi. org/10.4172/0974-276X.C1:090, Keynote
  • Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis
    P. Perner, International Symposium on Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications (CompIMAGE 2016) Springer Verlag, Keynote
  • MICROSCOPIC IMAGING OF LIVING CELLS, AUTOMATIC TRACKING AND THE DESCRIPTION OF THE KINETICS OF THE CELLS FOR IMAGE MINING
    P. Perner, Drug Discovery & Therapy World Congress and the Global Biotechnology Congress, Boston, MA, USA (August 22-25, 2016), Abstract Book, Eureka Inc., p.58, Invited Lecture
  • Complementarities and Differences between Machine Learning and Data Mining and Statistics in Analytics and Big Data II
    Petra Perner, In: Knowledge Discovery and Data Analysis KDDA`2015, Alger, Algeria, November 15-17, 2015.
  • Complementarities and Differences between Machine Learning and Data Mining and Statistics in Analytics and Big Data
    Petra Perner, In: ENBIS Spring Meeting, Barcelona, Spain, July 4-5, 2015.
  • New Methods for Big Data Analysis in Images,
    Petra Perner, In: L. Barolli, M. Takizawa, F. Xhafa, T. Enokido, Jong Hyuk Park, (Eds.), IEEE WAINA2015, FAINA 2015, IEEE 29th International Conference on Advanced Information Networking and Applications Workshops 25-27 March 2015, Gwangju, Korea, p. 255-260, ISSB 978-1-4799-1775-4/15 IEEE DOI 10.1109/WAINA.2015.75
  • New Computational Methods for Spectrometer Signal Analysis
    Perner P., In: N.E. Mastorakis, P.M. Pardalos, R.P. Agarwal(Eds.), Proc. New Developments in Pure and Applied Mathematics - 42, MMSSE 2015, PM-AM 2015, Vienna Austria, March 15-17, 2015, p. 26-31, ISSN: 2227-4588, ISBN: 978-1-61804-287-3.
  • Big Data Analysis and Reporting with Decision Tree Induction
    Perner P., In: N.E. Mastorakis, I.J. Rudas (Eds.), Proc. Advances in Information Science and Computer Engineering, CEA`15, Feb. 22-24, 2015, p. 25-34, ISSN: 1790-5109, ISBN: 978-1-61804-276-7.
  • Mining Sparse and Big Data by Case-based Reasoning,
    Perner P. In: Piotr Jedrzejowicz, Ireneusz Czarnowski, Robert J. Howlett and Lakhmi C. Jain (Eds.), Procedia Computer Science Volume 35, Pages 19-33 (2014) Knowledge-Based and Intelligent Information & Engineering Systems 18th Annual Conference, KES-2014 Gdynia, Poland, September 2014 Proceedings
  • Case-Based Reasoning and the Statistical Challenges II
    Petra Perner, In: Aleksandra Gruca, Tadeusz Czachorski, Stanislaw Kozielski (Eds.).
    Man-Machine Interactions 3, Advances in Intelligent Systems and Computing Volume 242, Springer Verlag 2014
  • P. Perner, Machine Learning, Software Engineering, and Standardization ,
    ENBIS Spring Meeting, Measurement Systems and Process Improvement: Towards Best Practice and Standards MSPI, National Physical Laboratory, 7-8 May 2013, London, England
  • P. Perner, Case-Based Reasoning and the Statistical Challenges ,
    Learning, Wissen and Adaption (Learning, Knowledge, Adaptation), LWA 2012 Workshop on Knowledge Discovery and Machine Learning, KdML2012, September 12-14, 2012 Dortmund, Germany
  • P. Perner, Case-Based Reasoning and the Statistical Challenges ,
    IADIS International Conference Intelligent Systems and Agents 2012 (part of the MCCSIS 2012), 21-23 July 2012, Lisbon, Portugal, In Proceedings IADIS
  • P. Perner, Fuzzy Conceptual Clustering ,
    Conference of the European Network for Business and Statistics ENBIS9, Goteborg, 21-23, October, 2009, Conference CD
  • M. Frucci, P. Perner, G. Sanniti di Baja, "Making image segmentation fully automatic by Case-Based-Reasoning",
    Proceedings PRIP 2009, invited talk, pp. 26-30. ISDN 978-985-476-704-8
  • An Introduction to Case-Based Reasoning with Special Emphasis to Image Mining Tasks in Biomedical Applications,
    SAS' 11th Annual Data Mining Conference, M2008, Oct. 27/28th 2008, Las Vegas, USA
  • Case-Based Reasoning and Statistical Challenges,
    7th Annual Conference of the European Network for Business and Industrial Statistics ENBIS, Dortmund, Sept. 24-26, 2007
  • A Flexible HCA System for the Automatic Image Analysis and Interpretation of Cell Images,
    P. Perner, Conference on High Content Analysis - Applications and developments to accelerate Drug Discovery, Vienna, Austria, 26.-27.6. 2007
  • Case-Based Object Recognition with Application to Biological Images,
    P. Perner, In: José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler (Eds.): Progress in Pattern Recognition, Image Analysis and Applications, Springer Verlag, lncs 4225, 2006, p. 27-37
  • A Flexible HCA System for the Automatic Image Analysis and Interpretation of Cell Images,
    P. Perner, High-Content Analysis HCA 2006, Cambridge Healthtech Institute Jan/Feb 2006
  • Image Processing and Image Mining for Biotechnological Inspection Processes,
    P. Perner, 12th International Workshop on Systems, Signals and Image Processing IWSSIP'05, Chalkida, Greece, September 22-24, 2005
  • Concepts and Methods of Case-Based Reasoning - Why is CBR so attractive for Decision Making?,
    P. Perner, Joint Intern. Workshop on Statistical Data Mining, EURANDOM, Eindhoven, The Netherlands, April 23-24, 2003
  • Why Case-Based Reasoning is Attractive for Image Interpretation,
    P. Perner, D. Aha, I. Watson (Eds.), Case-Bases Reasoning Research and Developments, Springer Verlag 2001, lnai 2080, pp. 27-44, PDF-File
  • Using CBR Learning for the Low-Level and High-Level Unit of a Image Interpretation System,
    P. Perner, ICAPR'98, Plymouth, In: Sameer Singh (Eds.), Advances in Pattern Recognition, Springer Verlag 1998, pp. 45-54, PDF-File
  • An Application of Case-based Reasoning in Test Process Diagnosis,
    P. Perner, P. Anderson, D. Summner, J. Kyle, IBM International Conference on Expert Systems, Oct. 1992, Proc. IBM ITL Conference on Expert Systems, Yorktown Heights USA, pp. 73-85
  • Intelligentes Prüfen - Eine methodische Betrachtung des Prüfens,
    P.Perner, H. Baumbach, M. Kröning, Gemeinsame Jahrestagung der Deutschen Gesellschaft für zerstörungsfreie Prüfung (zfP), der Östereichischen Gesellschaft für zfP und der Schweizerischen Gesellschaft für zfP Luzern, May 6-8, 1991, DGzfP-Berichtsband Bd. 28, Vol. 1, pp. 437-447
invited talks © Prof. Dr. Petra Perner