Journal Publication

Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications,
S. Little, S. Colantonio, O. Salvetti and P. Perner, J. Software Engineering & Applications, 3, Januar 2010, p. 39-49
A Study on the Case Image Description for Learning the Model of the Watershed Segmentation,
A. Attig and P. Perner, International Journal Transactions on Case-Based Reasoning, 2 (1), October 2009, p. 41-53, (ISSN:1867-366X)
Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images,
S. Colantonio, P. Perner, and O. Salvetti, International Journal Transactions on Case-Based Reasoning, 2 (1), October 2009, p. 29-40, (ISSN:1867-366X)
Flexible High-Content Image Analysis System for the Automatic Image Analysis and Interpretation of Cell Images - Computerized Methods in System Biology,
P. Perner, International Journal Transactions on Mass-Data Analysis of Images and Signals, 1 (2), September 2009, p. 113-131 (ISSN:1868-6451)
Health Monitoring by Image Acquisition and Analysis of Hazardous Biological Material in Air - A System for Airborne Fungi Identification,
P. Perner, International Journal Transactions on Mass-Data Analysis of Images and Signals, 1 (2), September 2009, p. 160-177 (ISSN:1868-6451)
Learning of Shape Models from Exemplars of Biological Objects in Images,
P. Perner and S. Jänichen, International Journal Transactions on Mass-Data Analysis of Images and Signals, 1 (2), September 2009, p. 198-209 (ISSN:1868-6451)
Can Prototype-Based Classification be a good Method for Biomedical Applications?,
S. Little, S. Colatino, O. Salvetti and P. Perner, International Journal Transactions on Machine Learning and Data Mining, 2(1), July 2009, p.44-61, (ISSN: 1865-6781)
Necessity for Standardization in Fluorescence Pattern Analysis,
P. Perner, Imaging and Microscopy, vol. 11, March 2009, p. 20
Case-based-reasoning for image segmentation
Frucci, M., Perner, P., Di Baja, G.S. International Journal of Pattern Recognition and Artificial Intelligence, 22 (5), pp. 829-842
Novelty Detection and In-Line Learning of novel concepts according to a case-based reasoning process schema for high-content image analysis in system biology and medicine,
Computational Intelligence, Volume 25, Issue 3, Date: August 2009, Pages: 250-263
Concepts for novelty detection and handling based on a case-based reasoning process scheme
Engineering Applications of Artificial Intelligence, Volume 22, Issue 1, February 2009, Pages 86-91
Case-based reasoning and the statistical challenges
Petra Perner Journal Quality and Reliability Engineering International Volume 24 Issue 6 (October 2008), p 705-720
Automatic Quality Control of Sereals - Image Acquisition and Intelligent Image Analysis,
P. Perner, G.I.T. Imaging & Microscopy, vol. 10, 06/2008, S. 62-64. GIT Labor-Fachzeitschrift 4/2008, p. 406-408
A general approach to shape characterisation for biomedical problems,
D. Moroni, P. Perner, O. Salvetti, Int. J. Signal and Imaging Systems Engineering, Vol. 1, No. 1, 2008, p. 30-35
Air Quality Control for Hazardous Bio-Material,
P. Perner, G.I.T. Imaging & Microscopy 04/2007, S. 62-64.
Prototype-Based Classification
P. Perner, Applied Intelligence 28(3): 238-246 (2008)
Conceptual Clustering and Case Generalization of two-dimensional Forms,
S. Jaenichen and P. Perner, Computational Intelligence, Volume 22, Number 3/4, 2006, p. 178-193
Image Processing in Case-Based Reasoning,
P. Perner, Alec Holt, Michael Richter, The Knowledge Engineering Review, Vol. 20:3, 311-314
Emergent case-based reasoning applications,
Ramon Lopez De Mantaras, Padraig Cunningham, Petra Perner, The Knowledge Engineering Review, Vol. 20:3, 325 - 328
Medical applications in case-based reasoning,
Alec Holt, Isabelle Bichindaritz, Rainer Schmidt, Petra Perner, The Knowledge Engineering Review, Vol. 20:3, 289 - 292
Case-base maintenance by conceptual clustering of graphs,
P. Perner, Engineering Applications of Artificial Intelligence, vol. 19, No. 4, 2006, pp. 381-295
Flexible High-Content Analysis: Automatic Image Analysis and Image Interpretation of Cell Pattern,
P. Perner,G.I.T. Imaging & Microscopy, 1/2006, p. 2-3, also in BIOforum Europe, vol. 10, April 2004, p. 58-60
Recognition of Airborne Fungi Spores in Digital Microscopic Images,
P. Perner, H. Perner, and S. Jänichen, Journal Artificial Intelligence in Medicine AIM, Special Issue on CBR, Volume 36, Issue 2 , February 2006, p. 137-157 (available on-line 3 October 2005)
Image Mining: Issues, framework, a generic tool and its application to medical-image diagnosis,
P. Perner, Journal Engineering Applications of Artificial Intelligence, Vol. 15/2, pp. 193-203, PDF-File
Are case-based reasoning and dissimilarity-based classification two sides of the same coin?,
P. Perner, Journal Engineering Applications of Artificial Intelligence, Vol. 15/2, pp. 205-216, PDF-File
Mining Knowledge for Hep-2 Cell Image Classification,
P. Perner, H. Perner, B. Müller, Journal Artificial Intelligence in Medicine, 26 (2002), pp. 161-173, PDF-File
Improving the Accuracy of Decision Tree Induction by Feature Pre-Selection,
P. Perner, Applied Artificial Intelligence, Vol. 15, No. 8, p. 747-760, PDF-File
A Comparision between Neural Networks and Decision Trees based on Data from Industrial Radiographic Testing,
P. Perner, U. Zscherpel, C. Jacobsen, Pattern Recognition Letters 22 (2001), pp. 47-54, PDF-File
An Architeture for a CBR Image Segmentation System,
P. Perner, Journal on Engineering Application in Artificial Intelligence, Engineering Applications of Artificial Intelligence Vol. 12 (6), 1999, pp. 749-759, PDF-File
Wissenakquisition in der medizinischen Diagnose mittels Induktion von Entscheidungsbäumen,
P. Perner, S. Trautzsch, Zeitschrift Künstliche Intelligenz, 3 (1997), S. 32-33
Knowledge-Based Image Inspection System for Automatic Defect Recognition, Classification and Process Diagnosis,
P. Perner, Machine Vision and Applications, 7 (1994), pp. 135-147
Einsatz eines Expertensystems zur Diagnose von Druckfehlern im Offsetdruck,
U. Klapproth, P. Perner, B. Böhme, messen steuern regeln, Berlin 34 (1991) 3, S. 115-120
Wissensbasiertes Diagnosesystem für die optoelektronische Qualitätskontrolle in Fertigungsprozessen,
P. Perner, B. Böhme, messen steuern regeln, Berlin 33 (1990) 12, S. 543-547
Parallele E/A Platine für IBM-PC,
P. Perner, W. Haselbauer, radio fernsehen elektronic, 9 (1989)
Eingabe von ebenen Kurven in den Speicher eines Mikrorechners über einen Oszillographen,
P. Perner, W.Schwarz, Feingerätetechnik, Berlin 32 (1983) 8
Möglichkeiten der redundanzarmen Abspeicherung von Bewegungsdaten für Industrieroboter,
J. Geiler, P. Perner, Wissenschaftliche Arbeiten, 3 (1983), S. 29-35