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Titlebook: Journeys to Data Mining; Experiences from 15 Mohamed Medhat Gaber Book 2012 Springer-Verlag Berlin Heidelberg 2012 artificial intelligence

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书目名称Journeys to Data Mining
副标题Experiences from 15
编辑Mohamed Medhat Gaber
视频video
概述Easily digestible career tips for computer science students.Valuable real-world experience on how to deal with successes and failures in research.Narrative presentation by renowned data mining researc
图书封面Titlebook: Journeys to Data Mining; Experiences from 15  Mohamed Medhat Gaber Book 2012 Springer-Verlag Berlin Heidelberg 2012 artificial intelligence
描述.Data mining, an interdisciplinary field combining methods from artificial intelligence, machine learning, statistics and database systems, has grown tremendously over the last 20 years and produced core results for applications like business intelligence, spatio-temporal data analysis, bioinformatics, and stream data processing..The fifteen contributors to this volume are successful and well-known data mining scientists and professionals. Although by no means an exhaustive list, all of them have helped the field to gain the reputation and importance it enjoys today, through the many valuable contributions they have made. Mohamed Medhat Gaber has asked them (and many others) to write down their journeys through the data mining field, trying to answer the following questions: .1. What are your motives for conducting research in the data mining field?.2. Describe the milestones of your research in this field..3. What are your notable success stories?.4. How did you learn from your failures?.5. Have you encountered unexpected results?.6. What are the current research issues and challenges in your area?.7. Describe your research tools and techniques..8. How would you advise a young res
出版日期Book 2012
关键词artificial intelligence; careers in computer science; data mining; history of computing; knowledge disco
版次1
doihttps://doi.org/10.1007/978-3-642-28047-4
isbn_softcover978-3-642-42880-7
isbn_ebook978-3-642-28047-4
copyrightSpringer-Verlag Berlin Heidelberg 2012
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Voyages of Discovery,mining means to me, how I was led to an interest in the area, and also look at some of the application areas I have explored and the insights it has led me to. I examine where I think the discipline is going: what will be the most important opportunities and challenges in the future.
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Data Mining: From Medical Decision Support to Hospital Management,rder to deal with electronization of all clinical data and records, I started to develop analytic techniques to extract knowledge useful for medical decision making. Firstly, I focused on rule induction and then moved into temporal data mining. The achievements are shown in this chapter.
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