P. Perner

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Data Mining - Concepts and Techniques

Petra Perner, P. Perner, 2002, Künstliche Intell..

Label-Free Screening of Bio-Molecular

P. Perner, 2017 .

Machine Learning and Data Mining in Pattern Recognition

P. Perner, 2011, Lecture Notes in Computer Science.

Big Data Analysis and Reporting with Decision Tree Induction

P. Perner, PETRA PERNER, 2015 .

Airborne Fungi Identification by Case-Based Reasoning

P. Perner, T. Günther, Horst Perner, 2003 .

Improving Prototype-Based Classification by Fitting the Similarity based on Experts Know How and Advanced Image Analysis for Quantitative Measurements of Cellular Events

P. Perner, 2017 .

Classification of HEp-2 Cells using Fluorescent Image Analysis and Data Mining

P. Perner, 2001 .

Image Mining of Endoscopic Images for Colon Examination Based on Random Set and Co-ocurrence Texture Descriptors

P. Perner, 2022 .

Machine Learning and Data Mining in Pattern Recognition

Varun Dutt, Shruti Kaushik, Abhinav Choudhury, 2015, Lecture Notes in Computer Science.

A Hazy Image Database with Amplitude Spectra Analysis

Petra Perner, Patrick Shen-Pei Wang, Shuhang Wang, 2017, MDA.

Advances in Mass Data Analysis of Images and Signals, Petra Perner (Ed.), Proceedings, 14th International Conference, MDA 2019, P-ISSN 1864-9734, E-ISSN ISSN (Online) 2699-5220, ISBN 978-3-942952-64-4, proceedings

Petra Perner, P. Perner, 2019 .

Pattern Recognition and Image Analysis: Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Part II (Lecture Notes in Computer Science)

Sameer Singh, Maneesha Singh, Chid Apte, 2005 .

Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I

Sameer Singh, Maneesha Singh, Chid Apte, 2005 .

Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II

Maneesha Singh, Chid Apte, Petra Perner, 2005 .

Model Building in Image Processing by Meta-Learning based on Case-Based Reasoning

P. Perner, A. Attig, 2009 .

Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, Third International Conference, MDA 2008, Leipzig, Germany, July 14, 2008, Proceedings

Ovidio Salvetti, Petra Perner, P. Perner, 2008, MDA.

Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach

Petra Perner, Jing Feng, Michael Schwarz, 2010, Trans. Mach. Learn. Data Min..

Machine Learning and Data Mining in Pattern Recognition

P. Perner, 2003, Lecture Notes in Computer Science.

Proceedings of the 6th International Workshop on Advances in Structural and Syntactical Pattern Recognition

Azriel Rosenfeld, Petra Perner, Patrick S. P. Wang, 1996 .

Advances in Structural and Syntactical Pattern Recognition

Azriel Rosenfeld, Petra Perner, Patrick S. P. Wang, 1996 .

Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part I

Maneesha Singh, Chid Apte, Petra Perner, 2005, International Conference on Advances in Pattern Recognition.

A novel fast combine-and-conquer object detector based on only one-level feature map

P. Perner, Ruifeng Li, Jianhua Yang, 2022, Comput. Vis. Image Underst..

Machine Learning and Data Mining in Pattern Recognition

Petra Perner, P. Perner, 2009, Lecture Notes in Computer Science.

Case-Based Reasoning for Image Segmentation by Watershed Transformation

Gabriella Sanniti di Baja, Petra Perner, Maria Frucci, 2008, Case-Based Reasoning on Images and Signals.

Watershed Segmentation Via Case-Based Reasoning

Gabriella Sanniti di Baja, Petra Perner, Maria Frucci, 2007, ICCBR.

Machine Learning and Data Mining in Pattern Recognition

Azriel Rosenfeld, Petra Perner, P. Perner, 2000, Lecture Notes in Computer Science.

Advances in Data Mining. Applications and Theoretical Aspects

Petra Perner, P. Perner, 2019, Lecture Notes in Computer Science.

Mining knowledge for HEp-2 cell image classification

Petra Perner, Horst Perner, Bernd Müller, 2002, Artif. Intell. Medicine.

Variations in Cell Surfaces of Estrogen Treated Breast Cancer Cells Detected by A Combined Instrument for Far-Field and Near-Field Microscopy

P. Perner, M. Hausmann, A. Rapp, 2002, Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology.

Advances in Data Mining

Petra Perner, P. Perner, 2002, Lecture Notes in Computer Science.

Mining Sparse and Big Data by Case-based Reasoning

Petra Perner, P. Perner, 2014, KES.

Application of machine learning in industrial radiographic testing

Petra Perner, Uwe Zscherpel, P. Perner, 2000 .

Machine Learning and Data Mining in Pattern Recognition, 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007, Proceedings

Petra Perner, P. Perner, 2007, MLDM.

Advances in Data Mining. 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 2010, Poster and Industry Proceedings

Petra Perner, P. Perner, 2010, Industrial Conference on Data Mining.

Multi-Strategy Learning For Image Interpretation Systems Based on CBR and Evolutionary Learning

Petra Perner, P. Perner, 2017, Transactions on case-based reasoning.

Cognitive Aspects of Object Recognition - Recognition of Objects by Texture

Petra Perner, P. Perner, 2015, KES.

Case-Based Reasoning - Methods, Techniques, and Applications

Petra Perner, P. Perner, 2019, CIARP.

Case-Based Reasoning and the Statistical Challenges

Petra Perner, P. Perner, 2008, ECCBR.

Introduction to Case-Based Reasoning for Signals and Images

Petra Perner, P. Perner, 2008, Case-Based Reasoning on Images and Signals.

Concepts for novelty detection and handling based on a case-based reasoning process scheme

Petra Perner, P. Perner, 2007, Eng. Appl. Artif. Intell..

Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin?

Petra Perner, P. Perner, 2001, MLDM.

Machine Learning and Data Mining in Pattern Recognition

Petra Perner, P. Perner, 2011, Lecture Notes in Computer Science.

Why Case-Based Reasoning Is Attractive for Image Interpretation

Petra Perner, P. Perner, 2001, ICCBR.

The Problem of Normalization and a Normalized Similarity Measure by Online Data

Petra Perner, Anja Attig, P. Perner, 2011, Trans. Case Based Reason..

Decision Tree Induction Methods and Their Application to Big Data

Petra Perner, P. Perner, 2015 .

How to Compare and Interpret Two Learnt Decision Trees from the Same Domain?

Petra Perner, P. Perner, 2013, 2013 27th International Conference on Advanced Information Networking and Applications Workshops.

How to Interpret Decision Trees?

Petra Perner, P. Perner, 2011, ICDM.

Mining Images of Cell-Based Assays

Petra Perner, P. Perner, 2008 .

Machine Learning and Data Mining in Pattern Recognition

Atsushi Imiya, Petra Perner, P. Perner, 2013, Lecture Notes in Computer Science.

Novel Methods for Forensic Multimedia Data Analysis: Part II

Petra Perner, P. Perner, 2020, Digital Forensic Science.

Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis

Petra Perner, P. Perner, 2016, CompIMAGE.

Case-Based Reasoning and the Statistical Challenges II

Petra Perner, P. Perner, 2013, ICMMI.

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

Petra Perner, P. Perner, 2009, Comput. Intell..

Case‐based reasoning and the statistical challenges

Petra Perner, P. Perner, 2008, Qual. Reliab. Eng. Int..

Fuzzy conceptual clustering

Petra Perner, Anja Attig, P. Perner, 2010, Qual. Reliab. Eng. Int..

Data Mining on Multimedia Data

Petra Perner, P. Perner, 2002, Lecture Notes in Computer Science.

Case-base maintenance by conceptual clustering of graphs

Petra Perner, P. Perner, 2006, Eng. Appl. Artif. Intell..

Using CBR Learning for the Low-Level and High-Level Unit of an Image Interpretation System

Petra Perner, P. Perner, 1999 .

Can Prototype-Based Classification be a good Method for Biomedical Applications?

Ovidio Salvetti, Petra Perner, Suzanne Little, 2009, Trans. Mach. Learn. Data Min..

Prototype-based classification

Petra Perner, P. Perner, 2008, Applied Intelligence.

Image Acquisition and Analysis of Hazardous Biological Material in Air

Petra Perner, Hans Rieder, Horst Perner, 2007, MDA.

Medical applications in case-based reasoning

Isabelle Bichindaritz, Petra Perner, Alec Holt, 2005, The Knowledge Engineering Review.

Advances in Data Mining. Applications and Theoretical Aspects

Petra Perner, P. Perner, 2013, Lecture Notes in Computer Science.

Petra Perner, Horst Perner, P. Perner, 2009, MIE.

Prototype–Based Classification in Unbalanced Biomedical Problems

Sara Colantonio, Ovidio Salvetti, Petra Perner, 2010 .

Advances in Data Mining. Applications and Theoretical Aspects

Petra Perner, P. Perner, 2019, Lecture Notes in Computer Science.

Advances in Data Mining. Applications and Theoretical Aspects

Petra Perner, P. Perner, 2014, Lecture Notes in Computer Science.

Advances in Data Mining: Applications and Theoretical Aspects

Petra Perner, P. Perner, 2015, Lecture Notes in Computer Science.

Multi-interval Discretization Methods for Decision Tree Learning

Petra Perner, Sascha Trautzsch, P. Perner, 1998, SSPR/SPR.

A COMPARISION OF DIFFERENT MULTI- INTERVAL DISCRETIZATION METHODS FOR DECISION TREE LEARNING

Petra Perner, Sascha Trautzsch, P. Perner, 2007 .

Emergent case-based reasoning applications

Padraig Cunningham, Petra Perner, Ramón López de Mántaras, 2005, The Knowledge Engineering Review.

Image analysis and classification of HEp-2 cells in fluorescent images

Petra Perner, P. Perner, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Case-Based-Reasoning for Image Segmentation

Gabriella Sanniti di Baja, Petra Perner, Maria Frucci, 2008, Int. J. Pattern Recognit. Artif. Intell..

A comparison between neural networks and decision trees based on data from industrial radiographic testing

Petra Perner, Uwe Zscherpel, Carsten Jacobsen, 2001, Pattern Recognit. Lett..

Semi-automatic Semantic Tagging of 3D Images from Pancreas Cells

Ovidio Salvetti, Petra Perner, Suzanne Little, 2007, MDA.

Flexible High-Content Image Analysis System for the Automatic Image Analysis and Interpretation of Cell Images - Computerized Methods in System Biology

Petra Perner, P. Perner, 2009, Trans. Mass Data Anal. Images Signals.

Semi-Automatic Semantic Annotation of Images

Ovidio Salvetti, Petra Perner, Suzanne Little, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Learning of general cases

Petra Perner, Silke Jänichen, P. Perner, 2005, ICCBR Workshops.

Machine Learning and Data Mining in Pattern Recognition

P. Perner, 2019, Lecture Notes in Computer Science.

A novel hierarchical iterative hypothesis strategy for intrinsic parameters calibration of laser structured-light weld vision sensor

P. Perner, Ruifeng Li, Ke Wang, 2022, Optics and Lasers in Engineering.

Machine Learning and Data Mining in Pattern Recognition

P. Perner, M. Petrou, J. V. Leeuwen, 2000, Lecture Notes in Computer Science.

An Architecture for a CBR Image Segmentation System

Petra Perner, P. Perner, 1999, ICCBR.

Improving the accuracy of decision tree induction by feature preselection

Petra Perner, P. Perner, 2001, Appl. Artif. Intell..

Recent advances in data mining

Petra Perner, P. Perner, 2006, Engineering applications of artificial intelligence.

A Comparison between Neural Networks and Decision Trees

Petra Perner, Uwe Zscherpel, Carsten Jacobsen, 1999, MLDM.

Learning an Ontology for Visual Tasks

Petra Perner, P. Perner, 2011, MUSCLE.

The Study of the Internal Mitochondrial Movement of the Cells by Data Mining with Prototype-Based Classification

Petra Perner, P. Perner, 2014, 2014 International Conference on Intelligent Networking and Collaborative Systems.

Using Prototype-Based Classification for Automatic Knowledge Acquisition

Petra Perner, Anja Attig, P. Perner, 2011 .

Machine Learning and Data Mining in Pattern Recognition

P. Perner, 2019, Lecture Notes in Computer Science.

Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

P. Perner, 2007 .

Motion Tracking of Animals for Behavior Analysis

Petra Perner, P. Perner, 2001, IWVF.

Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 16-18, 2008, Proceedings

Petra Perner, P. Perner, 2008, ICDM.

Empirical evaluation of feature subset selection based on a real-world data set

Petra Perner, Chidanand Apté, C. Apté, 2000, Eng. Appl. Artif. Intell..

A knowledge-based image-inspection system for automatic defect recognition, classification, and process diagnosis

Petra Perner, P. Perner, 1994, Machine Vision and Applications.

MRI brain imagery processing software in data analysis

Petra Perner, P. Perner, 2018 .

Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining

Petra Perner, P. Perner, 2006 .