Petra Perner

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 34

Top Venues

Trans. Mach. Learn. Data Min.

MDA

Trans. Mass Data Anal. Images Signals

Trans. Case Based Reason.

Publications

Zhiqiang Jiang, Ke Wang, Qingjia Kong, Kun Dai, Tao Xie, Zhonghao Qin, Ruifeng Li, Petra Perner, Lijun Zhao
MR-Matcher: A Multirouting Transformer-Based Network for Accurate Local Feature Matching. IEEE Trans. Instrum. Meas. 73 (2024)
Jianhua Yang, Ke Wang, Ruifeng Li, Petra Perner
Cascading spatio-temporal attention network for real-time action detection. Mach. Vis. Appl. 34 (6) (2023)
Jianhua Yang, Ke Wang, Ruifeng Li, Zhonghao Qin, Petra Perner
A novel fast combine-and-conquer object detector based on only one-level feature map. Comput. Vis. Image Underst. 224 (2022)
Petra Perner
Detection of Hygiene-Relevant Parameters from Cereal Grains such as Mycotoxin based on Microscopic Imaging, Intelligent Image Processing and Data Mining. Trans. Mass Data Anal. Images Signals 12 (1) (2021)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 14 (1) (2021)
Petra Perner
Expert Opinion on Automatic Image Analysis in Drug Discovery. Trans. Mass Data Anal. Images Signals 11 (1) (2020)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 13 (1) (2020)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 13 (2) (2020)
Eduard Babulak, Petra Perner
Corona Virus Global Health Transformation to Telemedicine, the Quality-of-Service Provision, and the Cybersecurity Challenges. Trans. Mach. Learn. Data Min. 13 (2) (2020)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 12 (1) (2019)
Petra Perner
Case-Based Reasoning - Methods, Techniques, and Applications. CIARP (2019)
Petra Perner
Editorial. Trans. Mass Data Anal. Images Signals 10 (1) (2019)
Petra Perner
Learning of Shape Models from Exemplars of Biological Objects in Images. CVC (1) (2019)
Petra Perner
Indirect Determination of Mycotoxin Concentration with Image Processing and Data Mining. MDA (2019)
Petra Perner
Functions and Architecture for Automatic Predictive Targeting and Modelling Realtime On-line Behavior. ICDM (2019)
Petra Perner
Functions and Architecture for Automatic Predictive Targeting and Modelling Real-time On-line Behavior. DMM@ICDM (2019)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 12 (2) (2019)
Petra Perner
Determination of Alzheimer Disease by the Calculation of the Brain/Liquor Quotient. MDA (2018)
Petra Perner, Tatjana P. Belikova, I. Stenina
Mining Knowledge for Differential Diagnosis of Pulmonary Nodules. MDA (2018)
Shuhang Wang, Yu Tian, Tian Pu, Patrick S. P. Wang, Petra Perner
A Hazy Image Database with Analysis of the Frequency Magnitude. Int. J. Pattern Recognit. Artif. Intell. 32 (5) (2018)
Petra Perner, Tatjana P. Belikova, I. Stenina
Mining Knowledge for Differential Diagnosis of Pulmonary Nodules. Trans. Mach. Learn. Data Min. 11 (1) (2018)
Petra Perner
Case-Based Object Recognition. Trans. Case Based Reason. 6 (1) (2017)
Petra Perner
Verification of Hypotheses Generated by Case-Based Reasoning Object Matching. IWCIA (2017)
Petra Perner
Verification of Hypotheses generated by Case-Based Reasoning Object Matching. MDA (2017)
Petra Perner
Verification of Hypotheses generated by Case-Based Reasoning Object Matching. Trans. Mass Data Anal. Images Signals 8 (1) (2017)
Shuhang Wang, Yu Tian, Tian Pu, Patrick Shen-Pei Wang, Petra Perner
A Hazy Image Database with Amplitude Spectra Analysis. MDA (2017)
Petra Perner
Mining Frequent Subgraph Pattern Over a Collection of Attributed-Graphs and Construction of a Relation Hierarchy for Result Reporting. ICDM (2017)
Petra Perner
Multi-Strategy Learning For Image Interpretation Systems Based on CBR and Evolutionary Learning. Trans. Case Based Reason. 6 (1) (2017)
Petra Perner
Representation of 1-D Signals by a 0_1 Sequence and Similarity-Based Interpretation: A Case-Based Reasoning Approach. MLDM (2016)
Petra Perner
Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis. CompIMAGE (2016)
Petra Perner
Smart Spaces for On-line Tailor-Made Production of Clothes. AINA Workshops (2016)
Petra Perner
System Architecture and Functions of Internet-Based Production of Tailor-Made Clothes. IIMSS (2016)
Petra Perner
Iris recognition and what is next? Iris diagnosis: a new challenging topic for machine vision from image acquisition to image interpretation. ICMV (2016)
Petra Perner
A New Similarity Measure for Sequences and Time-Series Applied to Spectrometer Signal Analysis. Trans. Case Based Reason. 5 (1) (2016)
Petra Perner
Case-Based Reasoning for Spectrometer Signal Analysis. MDA (2015)
Petra Perner
Tracking Living Cells in Microscopic Images and Description of the Kinetics of the Cells. KES (2015)
Petra Perner
Cognitive Aspects of Object Recognition - Recognition of Objects by Texture. KES (2015)
Petra Perner
Automatic Cell Tracking and Kinetic Feature Description of Cell Paths for Image Mining. MLDM (2015)
Petra Perner
Standardization in IRIS diagnosis. CYBCONF (2015)
Petra Perner
New Methods for Big Data Analysis in Images. AINA Workshops (2015)
Petra Perner
Using Human Experts Opinion to Similarity and from Object Calculated Numerical Similarity in Order to Improve the Classification Accuracy. Trans. Mach. Learn. Data Min. 7 (1) (2014)
Petra Perner
NPRF - Our view to novel forensic multimedia data analysis. SIU (2014)
Petra Perner
Integrating Input from Human Experts into Prototype-Based Classifier Learning. LWA (2014)
Petra Perner
A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination. AINA (2014)
Petra Perner
IRIS acquisition and detection for computer-assisted iridiology. SIU (2014)
Petra Perner
Observation of the Internal Mitochondrial Movement of the Cells by Classification into Classes Round, Tubular and Cell Death. Trans. Mass Data Anal. Images Signals 6 (1) (2014)
Petra Perner
The Study of the Internal Mitochondrial Movement of the Cells by Data Mining with Prototype-Based Classification. INCoS (2014)
Petra Perner
Detecting the Transition Stage of Cells and Cell Parts by Prototype-Based Classification. ICDM (2014)
Petra Perner
Mining Sparse and Big Data by Case-based Reasoning. KES (2014)
Petra Perner
A Method for Supporting the Domain Expert by the Interpretation of Different Decision Trees Learnt from the Same Domain. Qual. Reliab. Eng. Int. 30 (7) (2014)
Petra Perner, Silke Jänichen
A New Method for Solving the Point-Correspondence Problem between Two Shapes and Their Similarity Calculation. Trans. Mass Data Anal. Images Signals 5 (1) (2013)
Petra Perner
Case-Based Reasoning and the Statistical Challenges II. ICMMI (2013)
Petra Perner
Image Acquisition and Detection of the Iris for Iridiology. MDA (2013)
Petra Perner, Silke Jänichen
A Similarity-Based Object Recognition Algorithm. Trans. Mass Data Anal. Images Signals 5 (1) (2013)
Petra Perner
How to Compare and Interpret Two Learnt Decision Trees from the Same Domain? AINA Workshops (2013)
Petra Perner
Case-Based Reasoning and the Statistical Challenges II. ICDM (Workshops) (2013)
Anja Attig, Petra Perner
Incremental Learning of the Model for Watershed-Based Image Segmentation. IWCIA (2012)
Petra Perner
Why Quantitative Measurement of Cellular Events and What can be achieved with Pattern Recognition and Data Mining? Trans. Mass Data Anal. Images Signals 4 (1) (2012)
Anja Attig, Petra Perner
A First Note on the Problem of Normalization and a Normalized Similarity Measure by Online Data. ICDM (Workshops) (2011)
Petra Perner, Anja Attig, Oleg Machnow
A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination. Trans. Mass Data Anal. Images Signals 3 (1) (2011)
Petra Perner
How to Interpret Decision Trees? ICDM (2011)
Anja Attig, Petra Perner
A Comparison between Haralick's Texture Descriptor and the Texture Descriptor Based on Random Sets for Biological Images. MLDM (2011)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 4 (2) (2011)
Christiane Schatte, Petra Perner
About the Use of Data Bases for Data Mining in Direct Marketing. ICDM (Workshops) (2011)
Petra Perner, Anja Attig
Mining Colorectal Polyp Images for Colon Examination based on Texture Description and Decision Tree Induction. Trans. Mach. Learn. Data Min. 4 (2) (2011)
Petra Perner
Learning an Ontology for Visual Tasks. MUSCLE (2011)
Anja Attig, Petra Perner
The Problem of Normalization and a Normalized Similarity Measure by Online Data. Trans. Case Based Reason. 4 (1) (2011)
Petra Perner, Anja Attig, Oleg Machnow
Interpretation of (RAMAN) Spectrometer-Signals Based on Delta Modulation and Similarity-Based Classification - Label-Free Screening of Bio-Molecular Interactions Based on Raman Spectroscopy. MDA (2011)
Petra Perner, Anja Attig
Fuzzy Conceptual Clustering. ICDM (2010)
Suzanne Little, Sara Colantonio, Ovidio Salvetti, Petra Perner
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. J. Softw. Eng. Appl. 3 (1) (2010)
Petra Perner, Anja Attig
Fuzzy conceptual clustering. Qual. Reliab. Eng. Int. 26 (8) (2010)
Jing Feng, Anja Attig, Michael Schwarz, Petra Perner
Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach. Trans. Mach. Learn. Data Min. 3 (1) (2010)
Sylvia Schmiedel, Hualan Zhang, Oleg Machnow, Petra Perner
An Approach for Data Mining in Drug Development based on Decision Tree Clustering and Classification. Trans. Mach. Learn. Data Min. 3 (1) (2010)
Susanne Schmidt, Tao Yuan, Christiane Schatte, Petra Perner
Mining 3D Biological Images in order to Construct a Landscape Model of Biological Objects. Trans. Mach. Learn. Data Min. 3 (1) (2010)
Petra Perner
Editorial. Trans. Mass Data Anal. Images Signals 2 (1) (2010)
Petra Perner, Anja Attig
Prototype-Based Classification for Automatic Knowledge Acquisition of Pathological Processes at the Cellular Level. Trans. Mass Data Anal. Images Signals 2 (1) (2010)
Horst Perner, Petra Perner
Life cell tracking in microscopic images for high-content screening. CBMS (2009)
Petra Perner
Editorial. Trans. Mass Data Anal. Images Signals 1 (2) (2009)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 2 (1) (2009)
Sara Colantonio, Petra Perner, Ovidio Salvetti
Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images. Trans. Case Based Reason. 2 (1) (2009)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 2 (2) (2009)
Petra Perner
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. Comput. Intell. 25 (3) (2009)
Suzanne Little, Sara Colatino, Ovidio Salvetti, Petra Perner
Can Prototype-Based Classification be a good Method for Biomedical Applications?. Trans. Mach. Learn. Data Min. 2 (1) (2009)
Horst Perner, Petra Perner
Similarity-Based Motion Tracking of Cells in Microscopic Images. MIE (2009)
Petra Perner
Editorial. Trans. Case Based Reason. 2 (1) (2009)
Petra Perner, Rob A. Vingerhoeds
Special issue data mining and machine learning. Eng. Appl. Artif. Intell. 22 (1) (2009)
Petra Perner
Flexible High-Content Image Analysis System for the Automatic Image Analysis and Interpretation of Cell Images - Computerized Methods in System Biology. Trans. Mass Data Anal. Images Signals 1 (2) (2009)
Petra Perner
Editorial. Trans. Mass Data Anal. Images Signals 1 (1) (2009)
Petra Perner
Health Monitoring by Image Acquisition and Analysis of Hazardous Biological Material in Air - A System for Airborne Fungi Identification. Trans. Mass Data Anal. Images Signals 1 (2) (2009)
Petra Perner
Concepts for novelty detection and handling based on a case-based reasoning process scheme. Eng. Appl. Artif. Intell. 22 (1) (2009)
Anja Attig, Petra Perner
A Study on the Case Image Description for Learning the Model of the Watershed Segmentation. Trans. Case Based Reason. 2 (1) (2009)
Petra Perner, Silke Jänichen
Learning of Shape Models from Exemplars of Biological Objects in Images. Trans. Mass Data Anal. Images Signals 1 (2) (2009)
Petra Perner
Case-Based Reasoning and the Statistical Challenges. ECCBR (2008)
Petra Perner
Novel Computerized Methods in System Biology -Flexible High-Content Image Analysis and Interpretation System for Cell Images. MDA (2008)
Suzanne Little, Ovidio Salvetti, Petra Perner
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. ECCBR (2008)
Suzanne Little, Ovidio Salvetti, Petra Perner
Evaluating a Case-Based Classifier for Biomedical Applications. CBMS (2008)
Petra Perner
Editorial. Trans. Mach. Learn. Data Min. 1 (2) (2008)
Petra Perner
Case-based reasoning and the statistical challenges. Qual. Reliab. Eng. Int. 24 (6) (2008)
Maria Frucci, Petra Perner, Gabriella Sanniti di Baja
Case-Based-Reasoning for Image Segmentation. Int. J. Pattern Recognit. Artif. Intell. 22 (5) (2008)
Petra Perner
Editorial. Trans. Case Based Reason. 1 (1) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Petra Perner