Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering
نام عام مواد
[Book]
نام نخستين پديدآور
by Larisa Angstenberger.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Dordrecht :
نام ناشر، پخش کننده و غيره
Imprint: Springer,
تاریخ نشرو بخش و غیره
2001.
فروست
عنوان فروست
International Series in Intelligent Technologies,
مشخصه جلد
17
شاپا ي ISSN فروست
1382-3434 ;
یادداشتهای مربوط به مندرجات
متن يادداشت
1 Introduction -- 2 General Framework of Dynamic Pattern Recognition -- 3 Stages of the Dynamic Pattern Recognition Process -- 4 Dynamic Fuzzy Classifier Design with Point-Prototype Based Clustering Algorithms -- 5 Similarity Concepts for Dynamic Objects in Pattern Recognition -- 6 Applications of Dynamic Pattern Recognition Methods -- 7 Conclusions -- References -- Unsupervised Optimal Fuzzy Clustering Algorithm of Gath and Geva -- Description of Implemented Software.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering focuses on fuzzy clustering methods which have proven to be very powerful in pattern recognition and considers the entire process of dynamic pattern recognition. This book sets a general framework for Dynamic Pattern Recognition, describing in detail the monitoring process using fuzzy tools and the adaptation process in which the classifiers have to be adapted, using the observations of the dynamic process. It then focuses on the problem of a changing cluster structure (new clusters, merging of clusters, splitting of clusters and the detection of gradual changes in the cluster structure). Finally, the book integrates these parts into a complete algorithm for dynamic fuzzy classifier design and classification.
ویراست دیگر از اثر در قالب دیگر رسانه
شماره استاندارد بين المللي کتاب و موسيقي
9789048157754
قطعه
عنوان
Springer eBooks
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Artificial intelligence.
موضوع مستند نشده
Computer vision.
موضوع مستند نشده
Logic, Symbolic and mathematical.
موضوع مستند نشده
Mathematics.
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )