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Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner 2nd ed

Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner 2nd ed (Loan 21 times)

Material type
단행본
Personal Author
Shmueli, Galit, 1971-. Patel, Nitin R. (Nitin Ratilal) Bruce, Peter C., 1953-.
Title Statement
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner / Galit Shmueli, Nitin R. Patel, Peter C. Bruce.
판사항
2nd ed.
Publication, Distribution, etc
Hoboken, N.J. :   Wiley,   2010.  
Physical Medium
xxiv, 404 p. : ill. ; 26 cm.
ISBN
9780470526828 (cloth)
Content Notes
What is data mining? -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Na've bayes -- Classification and regression trees -- Logistic regression.
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Business -- Data processing. Data mining.
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001 000045634614
005 20110314112809
008 110314s2010 njua b 001 0 eng d
010 ▼a 2010005152
020 ▼a 9780470526828 (cloth)
035 ▼a (KERIS)REF000015693402
040 ▼a DLC ▼c DLC ▼d 211009
050 0 0 ▼a HF5548.2 ▼b .S44843 2010
082 0 0 ▼a 005.54 ▼2 22
084 ▼a 005.54 ▼2 DDCK
090 ▼a 005.54 ▼b S558d2
100 1 ▼a Shmueli, Galit, ▼d 1971-.
245 1 0 ▼a Data mining for business intelligence : ▼b concepts, techniques, and applications in Microsoft Office Excel with XLMiner / ▼c Galit Shmueli, Nitin R. Patel, Peter C. Bruce.
250 ▼a 2nd ed.
260 ▼a Hoboken, N.J. : ▼b Wiley, ▼c 2010.
300 ▼a xxiv, 404 p. : ▼b ill. ; ▼c 26 cm.
504 ▼a Includes bibliographical references and index.
505 0 ▼a What is data mining? -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Na've bayes -- Classification and regression trees -- Logistic regression.
630 0 0 ▼a Microsoft Excel (Computer file)
650 0 ▼a Business ▼x Data processing.
650 0 ▼a Data mining.
700 1 ▼a Patel, Nitin R. ▼q (Nitin Ratilal)
700 1 ▼a Bruce, Peter C., ▼d 1953-.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 005.54 S558d2 Accession No. 121207235 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 005.54 S558d2 Accession No. 121207236 Availability Available Due Date Make a Reservation Service B M

Contents information

Author Introduction

갈리트 시뮤엘리(지은이)

현재 대만 국립 칭화대학교 서비스 사이언스 연구소의 칭화 특훈교수이며, 베스트셀러인 비즈니스를 위한 데이터마이닝 책의 공동저자이다. 그동안 관련 분야에서 다수의 전문서적을 출간하였으며, 최고 학술지에 다수의 논문을 게재하였다. 또한, 시뮤엘리 교수는 인도 경영대학, 미국 메릴랜드대학교 스미스 경영대학원, 인도 경영대학 대만 국립칭화대학교, Statistics.com 등에서 예측, 데이터마이닝, 통계학, 기타 데이터 분석 등의 과목을 설계하고, 강의한 경력이 있다.

Nitin R. Patel(지은이)

저자 Nitin R. Patel는 매사추세츠 주 케임브리지에 위치한 Cytel, Inc.의 공동창립자이자 의장이다. 미국통계학회의 회원이자 MIT에서 10년 이상 초빙교수로 재직했다.

Peter C. Bruce(지은이)

Information Provided By: : Aladin

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