banner banner banner

Advances in Fuzzy Clustering and its Applications – Witold Pedrycz

Оценить:
Рейтинг: 0
Описание книги:

A comprehensive, coherent, and in depth presentation of the state of the art in fuzzy clustering. Fuzzy clustering is now a mature and vibrant area of research with highly innovative advanced applications. Encapsulating this through presenting a careful selection of research contributions, this book addresses timely and relevant concepts and methods, whilst identifying major challenges and recent developments in the area. Split into five clear sections, Fundamentals, Visualization, Algorithms and Computational Aspects, Real-Time and Dynamic Clustering, and Applications and Case Studies, the book covers a wealth of novel, original and fully updated material, and in particular offers: a focus on the algorithmic and computational augmentations of fuzzy clustering and its effectiveness in handling high dimensional problems, distributed problem solving and uncertainty management. presentations of the important and relevant phases of cluster design, including the role of information granules, fuzzy sets in the realization of human-centricity facet of data analysis, as well as system modelling demonstrations of how the results facilitate further detailed development of models, and enhance interpretation aspects a carefully organized illustrative series of applications and case studies in which fuzzy clustering plays a pivotal role This book will be of key interest to engineers associated with fuzzy control, bioinformatics, data mining, image processing, and pattern recognition, while computer engineers, students and researchers, in most engineering disciplines, will find this an invaluable resource and research tool.

Информация о книге:

  • Язык книги: английский
  • Язык оригинала: русский
  • ISBN: 9780470061183

Полная версия:

Поделиться:

Комментарии к книге и рекомендации пользователей:

Вместе с этим произведением обычно скачивают книги:

О скачивании, разархивировании, чтении книг можно прочитать здесь.
В этот день...
24 декабря 1863 года скончался Уильям Теккерей (William Makepeace Thackeray) (родился в 1811г.), английский писатель ("Ярмарка тщеславия", "Ньюкомы", "Книга снобов").
Новый отзыв
скачать книгу 'Когда-нибудь и я взмахну крылом'
limo7:
книга отличная!...
Новая подборка книг
В тренде
Детство. Время открытий. Время удивляться всему в мире. Радоваться, грустить, искать себя...