𝔖 Scriptorium
✦   LIBER   ✦

πŸ“

Optimization Based Data Mining: Theory and Applications

✍ Scribed by Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li (auth.)


Publisher
Springer-Verlag London
Year
2011
Tongue
English
Leaves
333
Series
Advanced Information and Knowledge Processing
Edition
1
Category
Library

⬇  Acquire This Volume

No coin nor oath required. For personal study only.

✦ Subjects


Data Mining and Knowledge Discovery; Input/Output and Data Communications


πŸ“œ SIMILAR VOLUMES


Optimization Based Data Mining: Theory a
✍ Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li (auth.) πŸ“‚ Library πŸ“… 2011 πŸ› Springer-Verlag London 🌐 English

<p><p>Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separa

Optimization based data mining
✍ Kou, Gang; Li, Jianping; Peng, Yi; Shi, Yong; Tian, Yingjie et al. πŸ“‚ Library πŸ“… 2011 πŸ› Springer London 🌐 English

Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations.

Data Mining and Knowledge Discovery via
✍ Evangelos Triantaphyllou (auth.) πŸ“‚ Library πŸ“… 2010 πŸ› Springer US 🌐 English

<p><P>The importance of having efficient and effective methods for data mining and knowledge discovery (DM) is rapidly growing. This is due to the wide use of fast and affordable computing power and data storage media and also the gathering of huge amounts of data in almost all aspects of human acti

Data Mining and Knowledge Discovery via
✍ Evangelos Triantaphyllou πŸ“‚ Library πŸ“… 2010 πŸ› Springer US 🌐 English

The importance of having ef cient and effective methods for data mining and kn- ledge discovery (DM&KD), to which the present book is devoted, grows every day and numerous such methods have been developed in recent decades. There exists a great variety of different settings for the main problem stud

Spatial Data Mining: Theory and Applicat
✍ Deren Li, Shuliang Wang, Deyi Li πŸ“‚ Library πŸ“… 2015 πŸ› Springer, Springer Berlin, Springer Berlin Heidelb 🌐 English

<p>Β·Β Β Β Β Β Β Β Β This book is an updated version of a well-received book previously published in Chinese by Science Press of China (the first edition in 2006 and the second in 2013). It offers a systematic and practical overview of spatial data mining, which combines computer science and geo-spatial info