Datenreduktionsverfahren für technologische Industrierobotersteuerungen mit direkter Teach-in-Programmierung. - Petra Fiß (1984)

Application of Knowledge-Based Image Inspection System for Diagnosis of Misprints in Offsetprinting. - Petra Perner (CAIP, 1993)

A knowledge-based image-inspection system for automatic defect recognition, classification, and process diagnosis. - Petra Perner (Mach. Vis. Appl., 1994)

Case Based Reasoning for Image Interpretation. - Petra Perner (CAIP, 1995)

Ultra Sonic Image Interpretation for Non-Destructive Testing. - Petra Perner (MVA, 1996)

Knowledge Acquisition by Symbolic Decision Tree Induction for Interpretation of Digital Images in Radiology. - Petra Perner; Tatjana P. Belikova; Nadeszda I. Yashunskaya (SSPR, 1996)

Wissensakquisition in der medizinischen Diagnose mittels Induktion von Entscheidungsbäumen. - Petra Perner; Sascha Trautzsch (Künstliche Intell., 1997)

Similarity-based image segmentation for determination of brain / liquor ratio in CT image by Alzheimer Dementia. - Petra Perner (Bildverarbeitung für die Medizin, 1998)

Different Learning Strategies in a Case-Based Reasoning System for Image Interpretation. - Petra Perner (EWCBR, 1998)

Image analysis and classification of HEp-2 cells in fluorescent images. - Petra Perner (ICPR, 1998)

Content-Based Image Indexing and Retrieval in an Image Database for Technical Domains. - Petra Perner (Multimedia Information Analysis and Retrieval, 1998)

Multi-interval Discretization Methods for Decision Tree Learning. - Petra Perner; Sascha Trautzsch (SSPR/SPR, 1998)

An Architecture for a CBR Image Segmentation System. - Petra Perner (ICCBR, 1999)

A Comparison between Neural Networks and Decision Trees. - Carsten Jacobsen; Uwe Zscherpel; Petra Perner (MLDM, 1999)

Mining knowledge in medical image databases. - Petra Perner (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2000)

CBR-Based Ultra Sonic Image Interpretation. - Petra Perner (EWCBR, 2000)

Controlling the Segmentation Parameters by Case-Based Reasoning. - Petra Perner (ICPR, 2000)

Why Case-Based Reasoning Is Attractive for Image Interpretation. - Petra Perner (ICCBR, 2001)

Data Mining and E-Commerce. - Petra Perner (ICDM, 2001)

Classificaiton of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining. - Petra Perner (ISMDA, 2001)

Motion Tracking of Animals for Behavior Analysis. - Petra Perner (IWVF, 2001)

Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin? - Petra Perner (MLDM, 2001)

A Hybrid Tool for Data Mining in Picture Archiving System. - Petra Perner; Tatjana P. Belikova (MLDM, 2001)

Improving the Accuracy of Decision Tree Induction by Feature Presentation. - Petra Perner (Appl. Artif. Intell., 2001)

A comparison between neural networks and decision trees based on data from industrial radiographic testing. - Petra Perner; Uwe Zscherpel; Carsten Jacobsen (Pattern Recognit. Lett., 2001)

Preface - Machine Learning and Data Mining in Pattern Recognition. - Maria Petrou; Petra Perner (Pattern Recognit. Lett., 2001)

Data Mining on Multimedia Data - Petra Perner (Springer, 2002)

Similarity Guided Learning of the Case Description and Improvement of the System Performance in an Image Classification System. - Petra Perner; Horst Perner; Bernd Müller (ECCBR, 2002)

Texture Classification Based on the Boolean Model and its Application to Hep-2 Cells. - Petra Perner; Horst Perner; Bernd Müller (ICPR (2), 2002)

Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces. - Petra Perner; G. Fiss (ICDM, 2002)

Mining knowledge for HEp-2 cell image classification. - Petra Perner; Horst Perner; Bernd Müller (Artif. Intell. Medicine, 2002)

Data Mining - Concepts and Techniques. - Petra Perner (Künstliche Intell., 2002)

Incremental Learning of Retrieval Knowledge in a Case-Based Reasoning System. - Petra Perner (ICCBR, 2003)

Health Monitoring by an Image Interpretation System - A System for Airborne Fungi Identification. - Petra Perner; Thomas Günther; Horst Perner; G. Fiss; R. Ernst (ISMDA, 2003)

Case Acquisition and Case Mining for Case-Based Object Recognition. - Silke Jänichen; Petra Perner (ECCBR, 2004)

Case-Based Object Recognition. - Petra Perner; Angela Bühring (ECCBR, 2004)

Mining Images to Find General Forms of Biological Objects. - Petra Perner; Horst Perner; Angela Bühring; Silke Jänichen (ICDM, 2004)

Recognition of Airborne Fungi Spores in Digital Microscopic Images. - Petra Perner; Horst Perner; Silke Jänichen; Angela Bühring (ICPR (3), 2004)

Learning of Form Models from Exemplars. - Petra Perner; Silke Jänichen (SSPR/SPR, 2004)

Empirical evaluation of feature subset selection based on a real-world data set. - Petra Perner; Chid Apté (Eng. Appl. Artif. Intell., 2004)

Acquisition of Concept Descriptions by Conceptual Clustering. - Silke Jänichen; Petra Perner (MLDM, 2005)

Learning of General Cases. - Silke Jänichen; Petra Perner (PReMI, 2005)

Medical applications in case-based reasoning. - Alec Holt; Isabelle Bichindaritz; Rainer Schmidt 002; Petra Perner (Knowl. Eng. Rev., 2005)

Emergent case-based reasoning applications. - Ramón López de Mántaras; Padraig Cunningham; Petra Perner (Knowl. Eng. Rev., 2005)

Image processing in case-based reasoning. - Petra Perner; Alec Holt; Michael M. Richter (Knowl. Eng. Rev., 2005)

Case-Based Object Recognition with Application to Biological Images. - Petra Perner (CIARP, 2006)

A Comparative Study of Catalogue-Based Classification. - Petra Perner (ECCBR, 2006)

Detection of Hygiene-relevant Parameters from Cereal Grains based on Intelligent Image Interpretation and Data Mining. - Petra Perner; Thomas Günther (ICDM (Workshops), 2006)

Data Preparation of Web Log Files for Marketing Aspects Analyses. - Meike Reichle; Petra Perner; Klaus-Dieter Althoff (ICDM, 2006)

Aligning Concave and Convex Shapes. - Silke Jänichen; Petra Perner (SSPR/SPR, 2006)

Intelligent data analysis in medicine - Recent advances. - Petra Perner (Artif. Intell. Medicine, 2006)

Case-based object recognition for airborne fungi recognition. - Petra Perner; Silke Jänichen; Horst Perner (Artif. Intell. Medicine, 2006)

Conceptual Clustering and Case Generalization of Two-Dimensional Forms. - Silke Jänichen; Petra Perner (Comput. Intell., 2006)

Recent advances in data mining. - Petra Perner (Eng. Appl. Artif. Intell., 2006)

Case-base maintenance by conceptual clustering of graphs. - Petra Perner (Eng. Appl. Artif. Intell., 2006)

Watershed Segmentation Via Case-Based Reasoning. - Maria Frucci; Petra Perner; Gabriella Sanniti di Baja (BVAI, 2007)

Semi-Automatic Semantic Annotation of Images. - Suzanne Little; Ovidio Salvetti; Petra Perner (ICDM Workshops, 2007)

Semi-automatic Semantic Tagging of 3D Images from Pancreas Cells. - Suzanne Little; Ovidio Salvetti; Petra Perner (MDA, 2007)

A General Approach to Shape Characterization for Biomedical Problems. - Davide Moroni; Petra Perner; Ovidio Salvetti (MDA, 2007)

Automatic Quality Control of Cereals in Particular Wheat-Subtask Detection of Hygiene-Relevant Parameters. - Petra Perner; Thomas Günther (MDA, 2007)

Image Acquisition and Analysis of Hazardous Biological Material in Air. - Christoph Sklarczyk; Horst Perner; Hans Rieder; Walter Arnold; Petra Perner (MDA, 2007)

Evaluating a Case-Based Classifier for Biomedical Applications. - Suzanne Little; Ovidio Salvetti; Petra Perner (CBMS, 2008)

Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. - Suzanne Little; Ovidio Salvetti; Petra Perner (ECCBR, 2008)

Novel Computerized Methods in System Biology -Flexible High-Content Image Analysis and Interpretation System for Cell Images. - Petra Perner (MDA, 2008)

Prototype-based classification. - Petra Perner (Appl. Intell., 2008)

Case-Based-Reasoning for Image Segmentation. - Maria Frucci; Petra Perner; Gabriella Sanniti di Baja (Int. J. Pattern Recognit. Artif. Intell., 2008)

Case-based reasoning and the statistical challenges. - Petra Perner (Qual. Reliab. Eng. Int., 2008)

Case-Based Reasoning for Image Segmentation by Watershed Transformation. - Maria Frucci; Petra Perner; Gabriella Sanniti di Baja (Case-Based Reasoning on Images and Signals, 2008)

Introduction to Case-Based Reasoning for Signals and Images. - Petra Perner (Case-Based Reasoning on Images and Signals, 2008)

Life cell tracking in microscopic images for high-content screening. - Horst Perner; Petra Perner (CBMS, 2009)

Similarity-Based Motion Tracking of Cells in Microscopic Images. - Horst Perner; Petra Perner (MIE, 2009)

A Study on the Case Image Description for Learning the Model of the Watershed Segmentation. - Anja Attig; Petra Perner (Trans. Case Based Reason., 2009)

Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images. - Sara Colantonio; Petra Perner; Ovidio Salvetti (Trans. Case Based Reason., 2009)

Editorial. - Petra Perner (Trans. Case Based Reason., 2009)

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 (Comput. Intell., 2009)

Concepts for novelty detection and handling based on a case-based reasoning process scheme. - Petra Perner (Eng. Appl. Artif. Intell., 2009)

Special issue data mining and machine learning. - Petra Perner; Rob A. Vingerhoeds (Eng. Appl. Artif. Intell., 2009)

Flexible High-Content Image Analysis System for the Automatic Image Analysis and Interpretation of Cell Images - Computerized Methods in System Biology. - Petra Perner (Trans. Mass Data Anal. Images Signals, 2009)

Health Monitoring by Image Acquisition and Analysis of Hazardous Biological Material in Air - A System for Airborne Fungi Identification. - Petra Perner (Trans. Mass Data Anal. Images Signals, 2009)

Learning of Shape Models from Exemplars of Biological Objects in Images. - Petra Perner; Silke Jänichen (Trans. Mass Data Anal. Images Signals, 2009)

Can Prototype-Based Classification be a good Method for Biomedical Applications?. - Suzanne Little; Sara Colatino; Ovidio Salvetti; Petra Perner (Trans. Mach. Learn. Data Min., 2009)

Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. - Suzanne Little; Sara Colantonio; Ovidio Salvetti; Petra Perner (J. Softw. Eng. Appl., 2010)

Prototype-Based Classification for Automatic Knowledge Acquisition of Pathological Processes at the Cellular Level. - Petra Perner; Anja Attig (Trans. Mass Data Anal. Images Signals, 2010)

Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach. - Jing Feng; Anja Attig; Michael Schwarz; Petra Perner (Trans. Mach. Learn. Data Min., 2010)

Mining 3D Biological Images in order to Construct a Landscape Model of Biological Objects. - Susanne Schmidt; Tao Yuan; Christiane Schatte; Petra Perner (Trans. Mach. Learn. Data Min., 2010)

An Approach for Data Mining in Drug Development based on Decision Tree Clustering and Classification. - Sylvia Schmiedel; Hualan Zhang; Oleg Machnow; Petra Perner (Trans. Mach. Learn. Data Min., 2010)

Fuzzy conceptual clustering. - Petra Perner; Anja Attig (Qual. Reliab. Eng. Int., 2010)

A First Note on the Problem of Normalization and a Normalized Similarity Measure by Online Data. - Anja Attig; Petra Perner (ICDM (Workshops), 2011)

How to Interpret Decision Trees? - Petra Perner (ICDM, 2011)

About the Use of Data Bases for Data Mining in Direct Marketing. - Christiane Schatte; Petra Perner (ICDM (Workshops), 2011)

Interpretation of (RAMAN) Spectrometer-Signals Based on Delta Modulation and Similarity-Based Classification - Label-Free Screening of Bio-Molecular Interactions Based on Raman Spectroscopy. - Petra Perner; Anja Attig; Oleg Machnow (MDA, 2011)

A Comparison between Haralick's Texture Descriptor and the Texture Descriptor Based on Random Sets for Biological Images. - Anja Attig; Petra Perner (MLDM, 2011)

Learning an Ontology for Visual Tasks. - Petra Perner (MUSCLE, 2011)

The Problem of Normalization and a Normalized Similarity Measure by Online Data. - Anja Attig; Petra Perner (Trans. Case Based Reason., 2011)

A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination. - Petra Perner; Anja Attig; Oleg Machnow (Trans. Mass Data Anal. Images Signals, 2011)

Mining Colorectal Polyp Images for Colon Examination based on Texture Description and Decision Tree Induction. - Petra Perner; Anja Attig (Trans. Mach. Learn. Data Min., 2011)

Incremental Learning of the Model for Watershed-Based Image Segmentation. - Anja Attig; Petra Perner (IWCIA, 2012)

Why Quantitative Measurement of Cellular Events and What can be achieved with Pattern Recognition and Data Mining? - Petra Perner (Trans. Mass Data Anal. Images Signals, 2012)

How to Compare and Interpret Two Learnt Decision Trees from the Same Domain? - Petra Perner (AINA Workshops, 2013)

Case-Based Reasoning and the Statistical Challenges II. - Petra Perner (ICDM (Workshops), 2013)

Image Acquisition and Detection of the Iris for Iridiology. - Petra Perner (MDA, 2013)

A New Method for Solving the Point-Correspondence Problem between Two Shapes and Their Similarity Calculation. - Petra Perner; Silke Jänichen (Trans. Mass Data Anal. Images Signals, 2013)

A Similarity-Based Object Recognition Algorithm. - Petra Perner; Silke Jänichen (Trans. Mass Data Anal. Images Signals, 2013)

A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination. - Petra Perner (AINA, 2014)

Detecting the Transition Stage of Cells and Cell Parts by Prototype-Based Classification. - Petra Perner (ICDM, 2014)

The Study of the Internal Mitochondrial Movement of the Cells by Data Mining with Prototype-Based Classification. - Petra Perner (INCoS, 2014)

Mining Sparse and Big Data by Case-based Reasoning. - Petra Perner (KES, 2014)

Integrating Input from Human Experts into Prototype-Based Classifier Learning. - Petra Perner (LWA, 2014)

NPRF - Our view to novel forensic multimedia data analysis. - Petra Perner (SIU, 2014)

Observation of the Internal Mitochondrial Movement of the Cells by Classification into Classes Round, Tubular and Cell Death. - Petra Perner (Trans. Mass Data Anal. Images Signals, 2014)

Using Human Experts Opinion to Similarity and from Object Calculated Numerical Similarity in Order to Improve the Classification Accuracy. - Petra Perner (Trans. Mach. Learn. Data Min., 2014)

A Method for Supporting the Domain Expert by the Interpretation of Different Decision Trees Learnt from the Same Domain. - Petra Perner (Qual. Reliab. Eng. Int., 2014)

New Methods for Big Data Analysis in Images. - Petra Perner (AINA Workshops, 2015)

Tracking Living Cells in Microscopic Images and Description of the Kinetics of the Cells. - Petra Perner (KES, 2015)

Cognitive Aspects of Object Recognition - Recognition of Objects by Texture. - Petra Perner (KES, 2015)

Case-Based Reasoning for Spectrometer Signal Analysis. - Petra Perner (MDA, 2015)

Automatic Cell Tracking and Kinetic Feature Description of Cell Paths for Image Mining. - Petra Perner (MLDM, 2015)

Smart Spaces for On-line Tailor-Made Production of Clothes. - Petra Perner (AINA Workshops, 2016)

Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis. - Petra Perner (CompIMAGE, 2016)

Iris recognition and what is next? Iris diagnosis: a new challenging topic for machine vision from image acquisition to image interpretation. - Petra Perner (ICMV, 2016)

System Architecture and Functions of Internet-Based Production of Tailor-Made Clothes. - Petra Perner (IIMSS, 2016)

Representation of 1-D Signals by a 0_1 Sequence and Similarity-Based Interpretation: A Case-Based Reasoning Approach. - Petra Perner (MLDM, 2016)

A New Similarity Measure for Sequences and Time-Series Applied to Spectrometer Signal Analysis. - Petra Perner (Trans. Case Based Reason., 2016)

Mining Frequent Subgraph Pattern Over a Collection of Attributed-Graphs and Construction of a Relation Hierarchy for Result Reporting. - Petra Perner (ICDM, 2017)

A Hazy Image Database with Amplitude Spectra Analysis. - Shuhang Wang; Yu Tian; Tian Pu; Patrick Shen-Pei Wang; Petra Perner (MDA, 2017)

Multi-Strategy Learning For Image Interpretation Systems Based on CBR and Evolutionary Learning. - Petra Perner (Trans. Case Based Reason., 2017)

Case-Based Object Recognition. - Petra Perner (Trans. Case Based Reason., 2017)

Verification of Hypotheses generated by Case-Based Reasoning Object Matching. - Petra Perner (Trans. Mass Data Anal. Images Signals, 2017)

Determination of Alzheimer Disease by the Calculation of the Brain/Liquor Quotient. - Petra Perner (MDA, 2018)

A Hazy Image Database with Analysis of the Frequency Magnitude. - Shuhang Wang; Yu Tian; Tian Pu; Patrick S. P. Wang; Petra Perner (Int. J. Pattern Recognit. Artif. Intell., 2018)

Mining Knowledge for Differential Diagnosis of Pulmonary Nodules. - Petra Perner; Tatjana P. Belikova; I. Stenina (Trans. Mach. Learn. Data Min., 2018)

Case-Based Reasoning - Methods, Techniques, and Applications. - Petra Perner (CIARP, 2019)

Learning of Shape Models from Exemplars of Biological Objects in Images. - Petra Perner (CVC (1), 2019)

Functions and Architecture for Automatic Predictive Targeting and Modelling Real-time On-line Behavior. - Petra Perner (DMM@ICDM, 2019)

Functions and Architecture for Automatic Predictive Targeting and Modelling Realtime On-line Behavior. - Petra Perner (ICDM, 2019)

Indirect Determination of Mycotoxin Concentration with Image Processing and Data Mining. - Petra Perner (MDA, 2019)

Expert Opinion on Automatic Image Analysis in Drug Discovery. - Petra Perner (Trans. Mass Data Anal. Images Signals, 2020)

Corona Virus Global Health Transformation to Telemedicine, the Quality-of-Service Provision, and the Cybersecurity Challenges. - Eduard Babulak; Petra Perner (Trans. Mach. Learn. Data Min., 2020)

Detection of Hygiene-Relevant Parameters from Cereal Grains such as Mycotoxin based on Microscopic Imaging, Intelligent Image Processing and Data Mining. - Petra Perner (Trans. Mass Data Anal. Images Signals, 2021)

A novel fast combine-and-conquer object detector based on only one-level feature map. - Jianhua Yang; Ke Wang 028; Ruifeng Li; Zhonghao Qin; Petra Perner (Comput. Vis. Image Underst., 2022)

Cascading spatio-temporal attention network for real-time action detection. - Jianhua Yang; Ke Wang 028; Ruifeng Li; Petra Perner (Mach. Vis. Appl., 2023)

MR-Matcher: A Multirouting Transformer-Based Network for Accurate Local Feature Matching. - Zhiqiang Jiang; Ke Wang 028; Qingjia Kong; Kun Dai; Tao Xie 010; Zhonghao Qin; Ruifeng Li; Petra Perner; Lijun Zhao 003 (IEEE Trans. Instrum. Meas., 2024)