Principal Component Analysis
✍ I.T. Jolliffe
📂 Library
📅 2002
🏛 Springer
🌐 English
✦ LIBER ✦
📁
Principal Component Analysis
✍ Scribed by Abdi H., Williams L.
- Tongue
- English
- Leaves
- 47
- Category
- Library
⬇ Acquire This Volume
No coin nor oath required. For personal study only.
✦ Synopsis
Wiley Interdisciplinary Reviews: Computational Statistics, 2010.
Статья, посвященная использованию Метода Главных Компонент (Principal Component Analysis): Выделение важной информации из множества данных, описывающих объекты. Один из основных способов уменьшить размерность данных, потеряв наименьшее количество информации. Применяется во многих областях, таких как распознавание образов, компьютерное зрение, сжатие данных и т. п.✦ Subjects
Информатика и вычислительная техника;Искусственный интеллект;Интеллектуальный анализ данных
📜 SIMILAR VOLUMES
Principal Component Analysis
✍ I. T. Jolliffe (auth.)
📂 Library
📅 1986
🏛 Springer New York
🌐 English
Principal Component Analysis
✍ I.T. Jolliffe
📂 Library
📅 2010
🏛 Springer
🌐 English
Principal Component Analysis
✍ I.T. Jolliffe
📂 Library
📅 2002
🏛 Springer
🌐 English
Researchers in statistics, or in other fields that use principal component analysis, will find that the book gives an authoritative yet accessible account of the subject. It is also a valuable resource for graduate courses in multivariate analysis. The book requires some knowledge of matrix algebra.
Principal Component Analysis
✍ I.T. Jolliffe
📂 Library
📅 2002
🏛 Springer
🌐 English
Principal Components Analysis
✍ Dunteman G.H.
📂 Library
📅 1989
🏛 Sage
🌐 English
For anyone in need of a concise, introductory guide to principal components analysis, this book is a must. Through an effective use of simple mathematical-geometrical and multiple real-life examples (such as crime statistics, indicators of drug abuse, and educational expenditures) -- and by minimizi