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Mathematical Tools for Data Mining

Set Theory, Partial Orders, Combinatorics

This volume was born from the experience of the authors as researchers and educators,whichsuggeststhatmanystudentsofdataminingarehandicapped in their research by the lack of a formal, systematic education in its mat- matics. The data mining literature contains many excellent titles that address the needs of users with a variety of interests ranging from decision making to p- tern investigation in biological data. However, these books do not deal with the mathematical tools that are currently needed by data mining researchers and doctoral students. We felt it timely to produce a book that integrates the mathematics of data mining with its applications. We emphasize that this book is about mathematical tools for data mining and not about data mining itself; despite this, a substantial amount of applications of mathematical c- cepts in data mining are presented. The book is intended as a reference for the working data miner. In our opinion, three areas of mathematics are vital for data mining: set theory,includingpartially orderedsetsandcombinatorics;linear algebra,with its many applications in principal component analysis and neural networks; and probability theory, which plays a foundational role in statistics, machine learning and data mining. Thisvolumeisdedicatedtothestudyofset-theoreticalfoundationsofdata mining. Two further volumes are contemplated that will cover linear algebra and probability theory. The ?rst part of this book, dedicated to set theory, begins with a study of functionsandrelations.Applicationsofthesefundamentalconceptstosuch- sues as equivalences and partitions are discussed. Also, we prepare the ground for the following volumes by discussing indicator functions, ?elds and?-?elds, and other concepts.

This volume was born from the experience of the authors as researchers and
educators, which suggests that many students of data mining are handicapped in
their research by the lack of a formal, systematic education in its mathematics.

CodeIgniter tettei nyumon

PHP4 5 taio : Windows Linux taio

日本初のCodeIgniter解説書。CodeIgniterのインストールや運用法、開発の基礎知識を紹介するとともに、主なライブラリの使い方や活用法、応用テクニックなどを具体的なサンプルプログラムを交えて徹底的に解説している。PHPフレームワーク導入を検討しているWeb開発者、また、他のPHPフレームワークが難しいと感じているユーザーにお勧めの1冊。

日本初のCodeIgniter解説書。CodeIgniterのインストールや運用法、開発の基礎知識を紹介するとともに、主なライブラリの使い方や活用法、応用テクニックなどを具体的なサンプルプ ...

Unity of Knowing and Acting in Kant

practical reason provides not only the law but also the constraint accompanying
the law. In the Lectures on Ethics, he says: If the will of all beings were ... bound
to sensuous impulse, the world would possess no value. The inherent value of
the ...

Cases in Strategic Management with PowerWeb and Concept/Case TUTOR Cards

Strickland and Thompson Cases in Strategic Management is the softcover collection of cases component of this market leading strategic management package. The cases have always been a strong selling point. Over the years, this author team has developed a great network of case authors and is able to select from the cream of the crop. And, having taught the course themselves for many years, they are very experienced in selecting the types of cases that will spark student interest and generate lively classroom discussions. Many of the cases reflect high profile companies, products, and people that students will have heard of, know about from personal experience, or can easily identify with. The new case line-up features an exciting collection of dot.com/New Economy companies such as America Online, WingspanBank.com, drkoop.com, Intel, EBay, CDNow, Dell, and Competition in the Electronic Brokerage industry. Cases are further selected to highlight other critical types of business and trends, such as non-U.S. companies, globalization, cross-cultural situations, relatively small, entrepreneurial firms, non-profit organizations, and more.

Strickland and Thompson Cases in Strategic Management is the softcover collection of cases component of this market leading strategic management package.

Strategic Management

Competitiveness & Globalisation

Strategic Management: Competitiveness and Globalisation, Third Asia Pacific edition, explains the strategic management process in the context of a contemporary business environment that is increasingly global, competitive and technological. environment.

Strategic Management: Competitiveness and Globalisation, Third Asia Pacific edition, explains the strategic management process in the context of a contemporary business environment that is increasingly global, competitive and technological. ...

Islam dan kebudayaan Indonesia

dulu, kini, dan esok

Islamic influences in Indonesian culture; collection of articles.

Islamic influences in Indonesian culture; collection of articles.