Case-Based Reasoning for Images and Signals
Prof. Petra Perner
Institute of Computer Vision and Applied Computer Sciences IBaI Leipzig, Germany
Nov, 21st, 2018
Petra Perner (IAPR Fellow) is the director of the Institute of Computer Vision and Applied Computer Sciences IBaI. She received her Diploma degree in electrical engineering and her PhD degree in computer science for the work on â€œData Reduction Methods for Industrial Robots with Direct Teach-in-Programingâ€. Her habilitation thesis was about â€œA Methodology for the Development of Knowledge-Based Image-Interpretation Systems". She has been the principal investigator of various national and international research projects. She received several research awards for her research work and has been awarded with 3 business awards for her work on bringing intelligent image interpretation methods and data mining methods into business. Her research interest is image analysis and interpretation, machine learning, data mining, big data, machine learning, image mining and case-based reasoning. She was running the Committeet TC3 Neuronale Netze and the Technical Committee TC 10 of Machine Learning and Data Mining for IAPR. She is running the Intern. Community of Machine Learning, Data Mining, and Mass Data Analysis of Signals and Images (DSA). Recently, she is working on various medical, chemical and biomedical applications, information management applications, technical diagnosis and e-commerce applications. Most of the developments are protected by legal patent rights and can be licensed to qualified industrial companies. She has published numerous scientific publications and patents and is often requested as a plenary speaker in distinct research fields as well as across disciplines. She is developing efficient data mining and big data methods and parallel computer architectures such as clouds. Her vision is to build intelligent flexible and robust data-interpreting systems that are inspired by the human case-based reasoning process.