libcats.org
Главная

Advances in Fuzzy Clustering and its Applications

Обложка книги Advances in Fuzzy Clustering and its Applications

Advances in Fuzzy Clustering and its Applications

,
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.

Популярные книги за неделю:

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Древо жизни

Автор:
Категория: Путь к себе
Размер книги: 1.70 Mb

Здоровье надо созидать

Автор:
Категория: Здоровье
Размер книги: 363 Kb

Шликерное литье

Автор:
Категория: science, science, technical
Размер книги: 5.98 Mb
Только что пользователи скачали эти книги:

Oracle Application Server 10g Essentials

Автор: , Автор: , Автор:
Размер книги: 1.21 Mb

Образование в новом веке

Автор:
Категория: Теософия
Размер книги: 703 Kb

Amerykanski ciezki krazownik USS San Francisco

Автор:
Категория: ВОЕННАЯ ИСТОРИЯ
Размер книги: 15.08 Mb

Stem Cell Research and Therapeutics (Advances in Biomedical Research)

Автор: , Автор:
Категория: Наука (общее)
Размер книги: 3.79 Mb

Waves: Principles of Light, Electricity, and Magnetism

Автор:
Размер книги: 2.04 Mb

HTML5 for Web Designers

Автор:
Размер книги: 13.53 Mb

The Bridge of San Luis Rey

Автор:
Категория: fiction
Размер книги: 184 Kb

Viva Lost Vegas

Автор:
Категория: fiction
Размер книги: 140 Kb