Items related to Feature Extraction, Construction and Selection: A Data...
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science, 453) - Hardcover
Synopsis
There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data preprocessing is an essential step in the knowledge discovery process for real-world applications. This book compiles contributions from many leading and active researchers in this growing field and paints a picture of the state-of-art techniques that can boost the capabilities of many existing data mining tools. The objective of this collection is to increase the awareness of the data mining community about the research of feature extraction, construction and selection, which are currently conducted mainly in isolation. This book is part of our endeavor to produce a contemporary overview of modern solutions, to create synergy among these seemingly different branches, and to pave the way for developing meta-systems and novel approaches. Even with today's advanced computer technologies, discovering knowledge from data can still be fiendishly hard due to the characteristics of the computer generated data. Feature extraction, construction and selection are a set of techniques that transform and simplify data so as to make data mining tasks easier. Feature construction and selection can be viewed as two sides of the representation problem.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date1998
- ISBN 10 0792381963
- ISBN 13 9780792381969
- BindingHardcover
- LanguageEnglish
- Number of pages434
- EditorHuan Liu, Motoda Hiroshi
Other Popular Editions of the Same Title
Search results for Feature Extraction, Construction and Selection: A Data...
Stock Image
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Kluwer International Series in Engineering and Computer Science)
Seller: Zubal-Books, Since 1961, Cleveland, OH, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. 2017 printing; xxiv, 410 pp., Hardcover, NEW!! - If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country. Seller Inventory # ZB1316685
Quantity: 1 available
Stock Image
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science, 453)
Seller: Shakespeare Book House, Rockford, IL, U.S.A.
Seller rating 4 out of 5 stars
Condition: Acceptable. Item in acceptable condition including possible liquid damage. As well answers may be filled in. May be missing DVDs, CDs, Access code, etc. 100%Money-Back Guarantee! Ship within 24 hours!! Seller Inventory # 570Q1Y002GYJ_ns
Quantity: 1 available
Stock Image
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science, 453)
Seller: Phatpocket Limited, Waltham Abbey, HERTS, United Kingdom
Seller rating 5 out of 5 stars
Condition: Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. Seller Inventory # Z1-I-034-01729
Quantity: 1 available
Stock Image
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science, 453)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Feb2416190185098
Quantity: Over 20 available
Seller Image
Feature Extraction, Construction and Selection : A Data Mining Perspective
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 269400-n
Quantity: Over 20 available
Stock Image
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science, 453)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9780792381969
Quantity: Over 20 available
Seller Image
Feature Extraction, Construction and Selection : A Data Mining Perspective
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 269400-n
Quantity: Over 20 available
Stock Image
Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science, 453)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In English. Seller Inventory # ria9780792381969_new
Quantity: Over 20 available
Seller Image
Feature Extraction, Construction and Selection: A Data Mining Perspective
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Gebunden. Condition: New. There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data preprocessing is an essential step in the knowledge discovery process for real-wor. Seller Inventory # 458442652
Quantity: Over 20 available
Seller Image
Feature Extraction, Construction and Selection : A Data Mining Perspective
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 269400
Quantity: Over 20 available