Petra Perner - RankMe

240 papers A* 28B 10C 11Misc 1Journal 70Unranked 64

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	MR-Matcher: A Multirouting Transformer-Based Network for Accurate Local Feature Matching. IEEE Trans. Instrum. Meas. Zhiqiang Jiang, Ke Wang, Qingjia Kong, Kun Dai, Tao Xie, Zhonghao Qin, Ruifeng Li, Petra Perner, Lijun Zhao
2023	J	`jnl`	Cascading spatio-temporal attention network for real-time action detection. Mach. Vis. Appl. Jianhua Yang, Ke Wang, Ruifeng Li, Petra Perner
2022	J	`jnl`	A novel fast combine-and-conquer object detector based on only one-level feature map. Comput. Vis. Image Underst. Jianhua Yang, Ke Wang, Ruifeng Li, Zhonghao Qin, Petra Perner
2021	J	`jnl`	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 Petra Perner
2021	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2020	A*	`ed.`	Advances in Data Mining - Applications and Theoretical Aspects, 20th Industrial Conference, ICDM 2020, Amsterdam, The Netherlands, July 20 - July 21, 2020 ICDM Petra Perner
2020	J	`jnl`	Corona Virus Global Health Transformation to Telemedicine, the Quality-of-Service Provision, and the Cybersecurity Challenges. Trans. Mach. Learn. Data Min. Eduard Babulak, Petra Perner
2020	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2020	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2020	J	`jnl`	Expert Opinion on Automatic Image Analysis in Drug Discovery. Trans. Mass Data Anal. Images Signals Petra Perner
2019	A*	`ed.`	Advances in Data Mining - Applications and Theoretical Aspects, 19th Industrial Conference, ICDM 2019, New York, USA, July 17 - July 21, 2019 ICDM Petra Perner
2019	—	`ed.`	Advances in Data Mining - Applications and Theoretical Aspects, 19th Industrial Conference, ICDM 2019, New York, USA, July 17 - July 21, 2019, Poster Proceedings ICDM (Posters) Petra Perner
2019	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, r/g/b Biotechnology, Food Industries, Dietetics, Biometry and Security, Agriculture, Drug Discover, and System Biology, 14th International Conference, MDA 2019, New York, USA, July 2019, Proceedings MDA Petra Perner
2019	C	`conf`	Case-Based Reasoning - Methods, Techniques, and Applications. CIARP Petra Perner
2019	—	`ed.`	Data Mining in Marketing 15th International Workshop on Data Mining in Marketing, DMM@ICDM 2019, New York, USA, July 19, 2019. DMM@ICDM Petra Perner
2019	J	`jnl`	Editorial. Trans. Mass Data Anal. Images Signals Petra Perner
2019	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2019	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2019	—	`conf`	Functions and Architecture for Automatic Predictive Targeting and Modelling Real-time On-line Behavior. DMM@ICDM Petra Perner
2019	A*	`conf`	Functions and Architecture for Automatic Predictive Targeting and Modelling Realtime On-line Behavior. ICDM Petra Perner
2019	—	`conf`	Indirect Determination of Mycotoxin Concentration with Image Processing and Data Mining. MDA Petra Perner
2019	—	`conf`	Learning of Shape Models from Exemplars of Biological Objects in Images. CVC (1) Petra Perner
2019	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 15th International Conference on Machine Learning and Data Mining, MLDM 2019, New York, NY, USA, July 20-25, 2019, Proceedings, Volume I MLDM (1) Petra Perner
2019	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 15th International Conference on Machine Learning and Data Mining, MLDM 2019, New York, NY, USA, July 20-25, 2019, Proceedings, Volume II MLDM (2) Petra Perner
2018	J	`jnl`	A Hazy Image Database with Analysis of the Frequency Magnitude. Int. J. Pattern Recognit. Artif. Intell. Shuhang Wang, Yu Tian, Tian Pu, Patrick S. P. Wang, Petra Perner
2018	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 18th Industrial Conference, ICDM 2018, New York, NY, USA, July 11-12, 2018, Proceedings ICDM Petra Perner
2018	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, r/g/b Biotechnology, Food Industries, Dietetics, Biometry and Security, Agriculture, Drug Discover, and System Biology, 13th International Conference, MDA 2018, New York, USA, July 2018, Proceedings MDA Petra Perner
2018	—	`conf`	Determination of Alzheimer Disease by the Calculation of the Brain/Liquor Quotient. MDA Petra Perner
2018	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part I MLDM (1) Petra Perner
2018	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part II MLDM (2) Petra Perner
2018	—	`conf`	Mining Knowledge for Differential Diagnosis of Pulmonary Nodules. MDA Petra Perner, Tatjana P. Belikova, I. Stenina
2018	J	`jnl`	Mining Knowledge for Differential Diagnosis of Pulmonary Nodules. Trans. Mach. Learn. Data Min. Petra Perner, Tatjana P. Belikova, I. Stenina
2017	—	`conf`	A Hazy Image Database with Amplitude Spectra Analysis. MDA Shuhang Wang, Yu Tian, Tian Pu, Patrick Shen-Pei Wang, Petra Perner
2017	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 17th Industrial Conference, ICDM 2017, New York, NY, USA, July 12-13, 2017, Proceedings ICDM Petra Perner
2017	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 12th International Conference, MDA 2017, New York, USA, July 2017, Proceedings MDA Petra Perner
2017	J	`jnl`	Case-Based Object Recognition. Trans. Case Based Reason. Petra Perner
2017	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 13th International Conference, MLDM 2017, New York, NY, USA, July 15-20, 2017, Proceedings MLDM Petra Perner
2017	A*	`conf`	Mining Frequent Subgraph Pattern Over a Collection of Attributed-Graphs and Construction of a Relation Hierarchy for Result Reporting. ICDM Petra Perner
2017	J	`jnl`	Multi-Strategy Learning For Image Interpretation Systems Based on CBR and Evolutionary Learning. Trans. Case Based Reason. Petra Perner
2017	C	`conf`	Verification of Hypotheses Generated by Case-Based Reasoning Object Matching. IWCIA Petra Perner
2017	—	`conf`	Verification of Hypotheses generated by Case-Based Reasoning Object Matching. MDA Petra Perner
2017	J	`jnl`	Verification of Hypotheses generated by Case-Based Reasoning Object Matching. Trans. Mass Data Anal. Images Signals Petra Perner
2016	J	`jnl`	A New Similarity Measure for Sequences and Time-Series Applied to Spectrometer Signal Analysis. Trans. Case Based Reason. Petra Perner
2016	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings ICDM Petra Perner
2016	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 11th International Conference, MDA 2016, New York, USA, July 2016, Proceedings MDA Petra Perner
2016	C	`conf`	Iris recognition and what is next? Iris diagnosis: a new challenging topic for machine vision from image acquisition to image interpretation. ICMV Petra Perner
2016	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 12th International Conference, MLDM 2016, New York, NY, USA, July 16-21, 2016, Proceedings MLDM Petra Perner
2016	—	`conf`	Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis. CompIMAGE Petra Perner
2016	—	`conf`	Representation of 1-D Signals by a 0_1 Sequence and Similarity-Based Interpretation: A Case-Based Reasoning Approach. MLDM Petra Perner
2016	—	`conf`	Smart Spaces for On-line Tailor-Made Production of Clothes. AINA Workshops Petra Perner
2016	—	`conf`	System Architecture and Functions of Internet-Based Production of Tailor-Made Clothes. IIMSS Petra Perner
2015	—	`ed.`	Advances in Data Mining, 15th Industrial Conference, ICDM 2015, Hamburg, Germany, July 2015, Poster Proceedings ICDM (Posters) Petra Perner
2015	A*	`ed.`	Advances in Data Mining: Applications and Theoretical Aspects - 15th Industrial Conference, ICDM 2015, Hamburg, Germany, July 11-24, 2015, Proceedings ICDM Petra Perner
2015	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 10th International Conference, MDA 2015, Hamburg, Germany, July 2015, Proceedings MDA Petra Perner
2015	—	`conf`	Automatic Cell Tracking and Kinetic Feature Description of Cell Paths for Image Mining. MLDM Petra Perner
2015	—	`conf`	Case-Based Reasoning for Spectrometer Signal Analysis. MDA Petra Perner
2015	B	`conf`	Cognitive Aspects of Object Recognition - Recognition of Objects by Texture. KES Petra Perner
2015	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings MLDM Petra Perner
2015	—	`conf`	New Methods for Big Data Analysis in Images. AINA Workshops Petra Perner
2015	B	`conf`	Tracking Living Cells in Microscopic Images and Description of the Kinetics of the Cells. KES Petra Perner
2014	J	`jnl`	A Method for Supporting the Domain Expert by the Interpretation of Different Decision Trees Learnt from the Same Domain. Qual. Reliab. Eng. Int. Petra Perner
2014	B	`conf`	A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination. AINA Petra Perner
2014	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014. Proceedings ICDM Petra Perner
2014	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 9th International Conference, MDA 2014, St. Petersburg, Russia, July 2014, Proceedings MDA Petra Perner
2014	A*	`conf`	Detecting the Transition Stage of Cells and Cell Parts by Prototype-Based Classification. ICDM Petra Perner
2014	—	`conf`	Integrating Input from Human Experts into Prototype-Based Classifier Learning. LWA Petra Perner
2014	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 10th International Conference, MLDM 2014, St. Petersburg, Russia, July 21-24, 2014. Proceedings MLDM Petra Perner
2014	B	`conf`	Mining Sparse and Big Data by Case-based Reasoning. KES Petra Perner
2014	—	`conf`	NPRF - Our view to novel forensic multimedia data analysis. SIU Petra Perner
2014	J	`jnl`	Observation of the Internal Mitochondrial Movement of the Cells by Classification into Classes Round, Tubular and Cell Death. Trans. Mass Data Anal. Images Signals Petra Perner
2014	—	`conf`	The Study of the Internal Mitochondrial Movement of the Cells by Data Mining with Prototype-Based Classification. INCoS Petra Perner
2014	J	`jnl`	Using Human Experts Opinion to Similarity and from Object Calculated Numerical Similarity in Order to Improve the Classification Accuracy. Trans. Mach. Learn. Data Min. Petra Perner
2013	J	`jnl`	A New Method for Solving the Point-Correspondence Problem between Two Shapes and Their Similarity Calculation. Trans. Mass Data Anal. Images Signals Petra Perner, Silke Jänichen
2013	J	`jnl`	A Similarity-Based Object Recognition Algorithm. Trans. Mass Data Anal. Images Signals Petra Perner, Silke Jänichen
2013	—	`ed.`	Advances in Data Mining, 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 2013. Workshop Proceedings ICDM (Workshops) Petra Perner
2013	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 16-21, 2013. Proceedings ICDM Petra Perner
2013	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 8th International Conference, MDA 2013, New York, USA, July 2013, Proceedings MDA Petra Perner
2013	—	`conf`	Case-Based Reasoning and the Statistical Challenges II. ICMMI Petra Perner
2013	—	`conf`	Case-Based Reasoning and the Statistical Challenges II. ICDM (Workshops) Petra Perner
2013	—	`conf`	How to Compare and Interpret Two Learnt Decision Trees from the Same Domain? AINA Workshops Petra Perner
2013	—	`conf`	Image Acquisition and Detection of the Iris for Iridiology. MDA Petra Perner
2013	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 9th International Conference, MLDM 2013, New York, NY, USA, July 19-25, 2013. Proceedings MLDM Petra Perner
2013	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 9th International Conference, MLDM 2013, New York, USA, July 2013, Poster Proceedings MLDM Posters Petra Perner
2012	—	`ed.`	Advances in Data Mining, 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 2012, Workshop Proceedings, Workshop on Case-Based Reasoning CBR-MD 2012, Workshop on Data Mining in Agriculture DMA 2012, Workshop on Data Mining in Life Sciences DMLS 2012, Workshop on Data Mining in Marketing DMM 2012 ICDM (Workshops) Isabelle Bichindaritz, Petra Perner, Georg Ruß, Rainer Schmidt
2012	—	`ed.`	Advances in Data Mining. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 2012, Poster and Industry Proceedings ICDM (Poster and Industry Proceedings) Petra Perner
2012	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings ICDM Petra Perner
2012	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 7th International Conference, MDA 2012, Berlin, Germany, July 2012, Proceedings MDA Petra Perner
2012	C	`conf`	Incremental Learning of the Model for Watershed-Based Image Segmentation. IWCIA Anja Attig, Petra Perner
2012	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 8th International Conference, MLDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings MLDM Petra Perner
2012	J	`jnl`	Why Quantitative Measurement of Cellular Events and What can be achieved with Pattern Recognition and Data Mining? Trans. Mass Data Anal. Images Signals Petra Perner
2011	—	`conf`	A Comparison between Haralick's Texture Descriptor and the Texture Descriptor Based on Random Sets for Biological Images. MLDM Anja Attig, Petra Perner
2011	—	`conf`	A First Note on the Problem of Normalization and a Normalized Similarity Measure by Online Data. ICDM (Workshops) Anja Attig, Petra Perner
2011	J	`jnl`	A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination. Trans. Mass Data Anal. Images Signals Petra Perner, Anja Attig, Oleg Machnow
2011	—	`conf`	About the Use of Data Bases for Data Mining in Direct Marketing. ICDM (Workshops) Christiane Schatte, Petra Perner
2011	—	`ed.`	Advances in Data Mining. 11th Industrial Conference, ICDM 2011, New York, USA, September/August 2011, Poster and Industry Proceedings, Workshop on Data Mining in Life Sciences ICDM (Poster and Industry Proceedings) Petra Perner
2011	—	`ed.`	Advances in Data Mining. 11th Industrial Conference, ICDM 2011, New York, USA, September/August 2011, Workshop Proceedings, Workshop on Case-Based Reasoning, Workshop on Data Mining in Agriculture, Workshop on Data Mining in Marketing ICDM (Workshops) Petra Perner
2011	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects - 11th Industrial Conference, ICDM 2011, New York, NY, USA, August 30 - September 3, 2011. Proceedings ICDM Petra Perner
2011	—	`ed.`	Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, 6th International Conference, MDA 2011, New York, NY, USA, September/August 2011, Proceedings MDA Petra Perner
2011	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2011	A*	`conf`	How to Interpret Decision Trees? ICDM Petra Perner
2011	—	`conf`	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 Petra Perner, Anja Attig, Oleg Machnow
2011	—	`conf`	Learning an Ontology for Visual Tasks. MUSCLE Petra Perner
2011	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition - 7th International Conference, MLDM 2011, New York, NY, USA, August 30 - September 3, 2011. Proceedings MLDM Petra Perner
2011	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 7th International Conference, MLDM 2011, New York, USA, September/August 2011, Poster Proceedings MLDM Posters Petra Perner
2011	J	`jnl`	Mining Colorectal Polyp Images for Colon Examination based on Texture Description and Decision Tree Induction. Trans. Mach. Learn. Data Min. Petra Perner, Anja Attig
2011	J	`jnl`	The Problem of Normalization and a Normalized Similarity Measure by Online Data. Trans. Case Based Reason. Anja Attig, Petra Perner
2010	—	`ed.`	Advances in Data Mining. 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 2010, Poster and Industry Proceedings ICDM (Poster and Industry Proceedings) Petra Perner
2010	—	`ed.`	Advances in Data Mining. 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 2010, Workshop Proceedings ICDM (Workshops) Petra Perner
2010	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects, 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings ICDM Petra Perner
2010	J	`jnl`	An Approach for Data Mining in Drug Development based on Decision Tree Clustering and Classification. Trans. Mach. Learn. Data Min. Sylvia Schmiedel, Hualan Zhang, Oleg Machnow, Petra Perner
2010	J	`jnl`	Editorial. Trans. Mass Data Anal. Images Signals Petra Perner
2010	J	`jnl`	Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. J. Softw. Eng. Appl. Suzanne Little, Sara Colantonio, Ovidio Salvetti, Petra Perner
2010	A*	`conf`	Fuzzy Conceptual Clustering. ICDM Petra Perner, Anja Attig
2010	J	`jnl`	Fuzzy conceptual clustering. Qual. Reliab. Eng. Int. Petra Perner, Anja Attig
2010	J	`jnl`	Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach. Trans. Mach. Learn. Data Min. Jing Feng, Anja Attig, Michael Schwarz, Petra Perner
2010	J	`jnl`	Mining 3D Biological Images in order to Construct a Landscape Model of Biological Objects. Trans. Mach. Learn. Data Min. Susanne Schmidt, Tao Yuan, Christiane Schatte, Petra Perner
2010	J	`jnl`	Prototype-Based Classification for Automatic Knowledge Acquisition of Pathological Processes at the Cellular Level. Trans. Mass Data Anal. Images Signals Petra Perner, Anja Attig
2009	J	`jnl`	A Study on the Case Image Description for Learning the Model of the Watershed Segmentation. Trans. Case Based Reason. Anja Attig, Petra Perner
2009	—	`ed.`	Advances in Data Mining in Marketing. 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 2009, DMM Workshop Proceedings DMM@ICDM Petra Perner
2009	—	`ed.`	Advances in Data Mining. 9th Industrial Conference, ICDM 2008, Leipzig, Germany, July 2009, Industry Proceedings ICDM (Industry Proceedings) Petra Perner
2009	—	`ed.`	Advances in Data Mining. 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 2009, Poster Proceedings ICDM (Posters) Petra Perner
2009	A*	`ed.`	Advances in Data Mining. Applications and Theoretical Aspects, 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009. Proceedings ICDM Petra Perner
2009	J	`jnl`	Can Prototype-Based Classification be a good Method for Biomedical Applications?. Trans. Mach. Learn. Data Min. Suzanne Little, Sara Colatino, Ovidio Salvetti, Petra Perner
2009	J	`jnl`	Concepts for novelty detection and handling based on a case-based reasoning process scheme. Eng. Appl. Artif. Intell. Petra Perner
2009	J	`jnl`	Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images. Trans. Case Based Reason. Sara Colantonio, Petra Perner, Ovidio Salvetti
2009	J	`jnl`	Editorial. Trans. Case Based Reason. Petra Perner
2009	J	`jnl`	Editorial. Trans. Mass Data Anal. Images Signals Petra Perner
2009	J	`jnl`	Editorial. Trans. Mass Data Anal. Images Signals Petra Perner
2009	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2009	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2009	J	`jnl`	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 Petra Perner
2009	J	`jnl`	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 Petra Perner
2009	J	`jnl`	Learning of Shape Models from Exemplars of Biological Objects in Images. Trans. Mass Data Anal. Images Signals Petra Perner, Silke Jänichen
2009	B	`conf`	Life cell tracking in microscopic images for high-content screening. CBMS Horst Perner, Petra Perner
2009	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 6th International Conference, MLDM 2009, Leipzig, Germany, July 2009, Poster Proceedings MLDM Posters Petra Perner
2009	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 6th International Conference, MLDM 2009, Leipzig, Germany, July 23-25, 2009. Proceedings MLDM Petra Perner
2009	J	`jnl`	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. Petra Perner
2009	—	`conf`	Similarity-Based Motion Tracking of Cells in Microscopic Images. MIE Horst Perner, Petra Perner
2009	J	`jnl`	Special issue data mining and machine learning. Eng. Appl. Artif. Intell. Petra Perner, Rob A. Vingerhoeds
2008	—	`ed.`	Advances in Data Mining. 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 2008, Poster and Workshop Proceedings ICDM (Posters and Workshops) Isabelle Bichindaritz, Petra Perner, Linda G. Shapiro
2008	A*	`ed.`	Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 16-18, 2008, Proceedings ICDM Petra Perner
2008	—	`ed.`	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 MDA Petra Perner, Ovidio Salvetti
2008	—	`conf`	Case-Based Reasoning and the Statistical Challenges. ECCBR Petra Perner
2008	—	`ch.`	Case-Based Reasoning for Image Segmentation by Watershed Transformation. Case-Based Reasoning on Images and Signals Maria Frucci, Petra Perner, Gabriella Sanniti di Baja
2008	—	`book`	Case-Based Reasoning on Images and Signals Petra Perner
2008	J	`jnl`	Case-Based-Reasoning for Image Segmentation. Int. J. Pattern Recognit. Artif. Intell. Maria Frucci, Petra Perner, Gabriella Sanniti di Baja
2008	J	`jnl`	Case-based reasoning and the statistical challenges. Qual. Reliab. Eng. Int. Petra Perner
2008	J	`jnl`	Editorial. Trans. Case Based Reason. Petra Perner
2008	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Petra Perner
2008	B	`conf`	Evaluating a Case-Based Classifier for Biomedical Applications. CBMS Suzanne Little, Ovidio Salvetti, Petra Perner
2008	—	`conf`	Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. ECCBR Suzanne Little, Ovidio Salvetti, Petra Perner
2008	—	`ch.`	Introduction to Case-Based Reasoning for Signals and Images. Case-Based Reasoning on Images and Signals Petra Perner
2008	—	`conf`	Novel Computerized Methods in System Biology -Flexible High-Content Image Analysis and Interpretation System for Cell Images. MDA Petra Perner
2008	J	`jnl`	Prototype-based classification. Appl. Intell. Petra Perner
2007	—	`conf`	A General Approach to Shape Characterization for Biomedical Problems. MDA Davide Moroni, Petra Perner, Ovidio Salvetti
2007	—	`ed.`	Advances in Data Mining. 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 2007, Poster and Workshop Proceedings ICDM (Posters and Workshops) Isabelle Bichindaritz, Petra Perner
2007	A*	`ed.`	Advances in Data Mining. Theoretical Aspects and Applications, 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007, Proceedings ICDM Petra Perner
2007	—	`ed.`	Advances in Mass Data Analysis of Signals and Images in Medicine, Biotechnology and Chemistry, International Conferences, MDA 2006/2007, Leipzig, Germany, July 18, 2007. Selected Papers MDA Petra Perner, Ovidio Salvetti
2007	—	`conf`	Automatic Quality Control of Cereals in Particular Wheat-Subtask Detection of Hygiene-Relevant Parameters. MDA Petra Perner, Thomas Günther
2007	A*	`conf`	Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme. ICDM Petra Perner
2007	—	`conf`	Image Acquisition and Analysis of Hazardous Biological Material in Air. MDA Christoph Sklarczyk, Horst Perner, Hans Rieder, Walter Arnold, Petra Perner
2007	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007, Post Proceedings MLDM Posters Petra Perner
2007	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007, Proceedings MLDM Petra Perner
2007	—	`conf`	Semi-Automatic Semantic Annotation of Images. ICDM Workshops Suzanne Little, Ovidio Salvetti, Petra Perner
2007	—	`conf`	Semi-Automatic Semantic Annotation of Images. LWA Suzanne Little, Ovidio Salvetti, Petra Perner
2007	—	`conf`	Semi-automatic Semantic Tagging of 3D Images from Pancreas Cells. MDA Suzanne Little, Ovidio Salvetti, Petra Perner
2007	—	`conf`	Watershed Segmentation Via Case-Based Reasoning. BVAI Maria Frucci, Petra Perner, Gabriella Sanniti di Baja
2007	C	`conf`	Watershed Segmentation Via Case-Based Reasoning. ICCBR Maria Frucci, Petra Perner, Gabriella Sanniti di Baja
2006	—	`ed.`	6th Industrial Conference on Data Mining, Poster Proceedings, ICDM 2006, Leipzig, Germany, July 14-15, 2006 ICDM (Posters) Petra Perner
2006	—	`ed.`	6th Industrial Conference on Data Mining, Workshop Proceedings, ICDM 2006, Leipzig, Germany, July 14-15, 2006 ICDM (Workshops) Petra Perner, Ovidio Salvetti, Isabelle Bichindaritz
2006	—	`conf`	A Comparative Study of Catalogue-Based Classification. ECCBR Petra Perner
2006	—	`conf`	A General Approach to Shape Characterization for Biomedical Problems. ICDM (Workshops) Davide Moroni, Petra Perner, Ovidio Salvetti
2006	A*	`ed.`	Advances in Data Mining, Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings ICDM Petra Perner
2006	—	`conf`	Aligning Concave and Convex Shapes. SSPR/SPR Silke Jänichen, Petra Perner
2006	C	`conf`	Case-Based Object Recognition with Application to Biological Images. CIARP Petra Perner
2006	J	`jnl`	Case-base maintenance by conceptual clustering of graphs. Eng. Appl. Artif. Intell. Petra Perner
2006	J	`jnl`	Case-based object recognition for airborne fungi recognition. Artif. Intell. Medicine Petra Perner, Silke Jänichen, Horst Perner
2006	J	`jnl`	Conceptual Clustering and Case Generalization of Two-Dimensional Forms. Comput. Intell. Silke Jänichen, Petra Perner
2006	A*	`conf`	Data Preparation of Web Log Files for Marketing Aspects Analyses. ICDM Meike Reichle, Petra Perner, Klaus-Dieter Althoff
2006	—	`conf`	Detection of Hygiene-relevant Parameters from Cereal Grains based on Intelligent Image Interpretation and Data Mining. ICDM (Workshops) Petra Perner, Thomas Günther
2006	J	`jnl`	Intelligent data analysis in medicine - Recent advances. Artif. Intell. Medicine Petra Perner
2006	J	`jnl`	Recent advances in data mining. Eng. Appl. Artif. Intell. Petra Perner
2005	—	`conf`	Acquisition of Concept Descriptions by Conceptual Clustering. MLDM Silke Jänichen, Petra Perner
2005	—	`conf`	Detection of Hygiene-relevant Parameters from Cereal Grains based on Intelligent Image Interpretation and Data Mining. LWA Petra Perner, Thomas Günther
2005	J	`jnl`	Emergent case-based reasoning applications. Knowl. Eng. Rev. Ramón López de Mántaras, Padraig Cunningham, Petra Perner
2005	J	`jnl`	Image processing in case-based reasoning. Knowl. Eng. Rev. Petra Perner, Alec Holt, Michael M. Richter
2005	—	`conf`	Learning of General Cases. PReMI Silke Jänichen, Petra Perner
2005	—	`conf`	Learning of general cases. ICCBR Workshops Silke Jänichen, Petra Perner
2005	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, 4th International Conference, MLDM 2005, Leipzig, Germany, July 9-11, 2005, Proceedings MLDM Petra Perner, Atsushi Imiya
2005	J	`jnl`	Medical applications in case-based reasoning. Knowl. Eng. Rev. Alec Holt, Isabelle Bichindaritz, Rainer Schmidt, Petra Perner
2005	—	`ed.`	Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part I ICAPR (1) Peng Wang, Maneesha Singh, Chidanand Apté, Petra Perner
2005	—	`ed.`	Pattern Recognition and Image Analysis, Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part II ICAPR (2) Peng Wang, Maneesha Singh, Chidanand Apté, Petra Perner
2004	A*	`ed.`	Advances in Data Mining, Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications, 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected Papers ICDM Petra Perner
2004	—	`conf`	Case Acquisition and Case Mining for Case-Based Object Recognition. ECCBR Silke Jänichen, Petra Perner
2004	—	`conf`	Case-Based Object Recognition. ECCBR Petra Perner, Angela Bühring
2004	J	`jnl`	Empirical evaluation of feature subset selection based on a real-world data set. Eng. Appl. Artif. Intell. Petra Perner, Chid Apté
2004	—	`conf`	Learning of Form Models from Exemplars. SSPR/SPR Petra Perner, Silke Jänichen
2004	A*	`conf`	Mining Images to Find General Forms of Biological Objects. ICDM Petra Perner, Horst Perner, Angela Bühring, Silke Jänichen
2004	—	`conf`	Recognition of Airborne Fungi Spores in Digital Microscopic Images. ICPR (3) Petra Perner, Horst Perner, Silke Jänichen, Angela Bühring
2003	—	`conf`	Health Monitoring by an Image Interpretation System - A System for Airborne Fungi Identification. ISMDA Petra Perner, Thomas Günther, Horst Perner, G. Fiss, R. Ernst
2003	C	`conf`	Incremental Learning of Retrieval Knowledge in a Case-Based Reasoning System. ICCBR Petra Perner
2003	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, Third International Conference, MLDM 2003, Leipzig, Germany, July 5-7, 2003, Proceedings MLDM Petra Perner, Azriel Rosenfeld
2003	—	`ed.`	Medical Data Analysis, 4th International Symposium, ISMDA 2003, Berlin, Germany, October 9-10, 2003, Proceedings ISMDA Petra Perner, Rüdiger W. Brause, Hermann-Georg Holzhütter
2002	A*	`ed.`	Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management [Industrial Conference on Data Mining, Leipzig, Germany, June 2002] ICDM Petra Perner
2002	J	`jnl`	Data Mining - Concepts and Techniques. Künstliche Intell. Petra Perner
2002	—	`book`	Data Mining on Multimedia Data Petra Perner
2002	A*	`conf`	Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces. ICDM Petra Perner, G. Fiss
2002	J	`jnl`	Mining knowledge for HEp-2 cell image classification. Artif. Intell. Medicine Petra Perner, Horst Perner, Bernd Müller
2002	—	`conf`	Similarity Guided Learning of the Case Description and Improvement of the System Performance in an Image Classification System. ECCBR Petra Perner, Horst Perner, Bernd Müller
2002	—	`conf`	Texture Classification Based on the Boolean Model and its Application to Hep-2 Cells. ICPR (2) Petra Perner, Horst Perner, Bernd Müller
2001	—	`conf`	A Hybrid Tool for Data Mining in Picture Archiving System. MLDM Petra Perner, Tatjana P. Belikova
2001	J	`jnl`	A comparison between neural networks and decision trees based on data from industrial radiographic testing. Pattern Recognit. Lett. Petra Perner, Uwe Zscherpel, Carsten Jacobsen
2001	—	`conf`	Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin? MLDM Petra Perner
2001	—	`conf`	Classificaiton of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining. ISMDA Petra Perner
2001	A*	`conf`	Data Mining and E-Commerce. ICDM Petra Perner
2001	A*	`ed.`	Data Mining, Data Warehouse, Knowledge Management, Proceedings of the Industrial Conference on Data Mining ICDM 2001 ICDM Petra Perner
2001	J	`jnl`	Improving the Accuracy of Decision Tree Induction by Feature Presentation. Appl. Artif. Intell. Petra Perner
2001	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, Second International Workshop, MLDM 2001, Leipzig, Germany, July 25-27, 2001, Proceedings MLDM Petra Perner
2001	—	`conf`	Motion Tracking of Animals for Behavior Analysis. IWVF Petra Perner
2001	J	`jnl`	Preface - Machine Learning and Data Mining in Pattern Recognition. Pattern Recognit. Lett. Maria Petrou, Petra Perner
2001	C	`conf`	Why Case-Based Reasoning Is Attractive for Image Interpretation. ICCBR Petra Perner
2000	—	`conf`	CBR-Based Ultra Sonic Image Interpretation. EWCBR Petra Perner
2000	B	`conf`	Controlling the Segmentation Parameters by Case-Based Reasoning. ICPR Petra Perner
2000	—	`conf`	Empirical Evaluation of Feature Subset Selection Based on a Real-World Data Set. PKDD Petra Perner, Chidanand Apté
2000	—	`conf`	Mining knowledge in medical image databases. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Petra Perner
1999	—	`conf`	A Comparison between Neural Networks and Decision Trees. MLDM Carsten Jacobsen, Uwe Zscherpel, Petra Perner
1999	C	`conf`	An Architecture for a CBR Image Segmentation System. ICCBR Petra Perner
1999	—	`ed.`	Machine Learning and Data Mining in Pattern Recognition, First International Workshop, MLDM'99, Leipzig, Germany, September 16-18, 1999, Proceedings MLDM Petra Perner, Maria Petrou
1998	—	`conf`	Content-Based Image Indexing and Retrieval in an Image Database for Technical Domains. Multimedia Information Analysis and Retrieval Petra Perner
1998	—	`conf`	Different Learning Strategies in a Case-Based Reasoning System for Image Interpretation. EWCBR Petra Perner
1998	B	`conf`	Image analysis and classification of HEp-2 cells in fluorescent images. ICPR Petra Perner
1998	—	`conf`	Multi-interval Discretization Methods for Decision Tree Learning. SSPR/SPR Petra Perner, Sascha Trautzsch
1998	—	`conf`	Similarity-based image segmentation for determination of brain / liquor ratio in CT image by Alzheimer Dementia. Bildverarbeitung für die Medizin Petra Perner
1997	J	`jnl`	Wissensakquisition in der medizinischen Diagnose mittels Induktion von Entscheidungsbäumen. Künstliche Intell. Petra Perner, Sascha Trautzsch
1996	B	`ed.`	Advances in Structural and Syntactical Pattern Recognition, 6th International Workshop, SSPR '96, Leipzig, Germany, August 20-23, 1996, Proceedings SSPR Petra Perner, Patrick Shen-Pei Wang, Azriel Rosenfeld
1996	B	`conf`	Knowledge Acquisition by Symbolic Decision Tree Induction for Interpretation of Digital Images in Radiology. SSPR Petra Perner, Tatjana P. Belikova, Nadeszda I. Yashunskaya
1996	Misc	`conf`	Ultra Sonic Image Interpretation for Non-Destructive Testing. MVA Petra Perner
1995	C	`conf`	Case Based Reasoning for Image Interpretation. CAIP Petra Perner
1994	J	`jnl`	A knowledge-based image-inspection system for automatic defect recognition, classification, and process diagnosis. Mach. Vis. Appl. Petra Perner
1993	C	`conf`	Application of Knowledge-Based Image Inspection System for Diagnosis of Misprints in Offsetprinting. CAIP Petra Perner