| 書目名稱 | Feature Extraction, Construction and Selection | | 副標(biāo)題 | A Data Mining Perspe | | 編輯 | Huan Liu,Hiroshi Motoda | | 視頻video | http://file.papertrans.cn/342/341561/341561.mp4 | | 叢書名稱 | The Springer International Series in Engineering and Computer Science | | 圖書封面 |  | | 描述 | 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 a | | 出版日期 | Book 1998 | | 關(guān)鍵詞 | algorithms; data analysis; data mining; genetic algorithms; knowledge discovery; learning; machine learnin | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4615-5725-8 | | isbn_softcover | 978-1-4613-7622-4 | | isbn_ebook | 978-1-4615-5725-8Series ISSN 0893-3405 | | issn_series | 0893-3405 | | copyright | Springer Science+Business Media New York 1998 |
The information of publication is updating
書目名稱Feature Extraction, Construction and Selection影響因子(影響力)
書目名稱Feature Extraction, Construction and Selection影響因子(影響力)學(xué)科排名
書目名稱Feature Extraction, Construction and Selection網(wǎng)絡(luò)公開度
書目名稱Feature Extraction, Construction and Selection網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Feature Extraction, Construction and Selection被引頻次
書目名稱Feature Extraction, Construction and Selection被引頻次學(xué)科排名
書目名稱Feature Extraction, Construction and Selection年度引用
書目名稱Feature Extraction, Construction and Selection年度引用學(xué)科排名
書目名稱Feature Extraction, Construction and Selection讀者反饋
書目名稱Feature Extraction, Construction and Selection讀者反饋學(xué)科排名
|
|
|
|Archiver|手機(jī)版|小黑屋|
派博傳思國(guó)際
( 京公網(wǎng)安備110108008328)
GMT+8, 2025-10-16 16:47
發(fā)表于 2025-3-21 16:55:51
