 |
|
|
Item Details
| Title:
|
SPECTRAL FEATURE SELECTION FOR DATA MINING
|
| By: |
Zheng Alan Zhao, Huan Liu |
| Format: |
Hardback |
| List price:
|
£190.00 |
| Our price: |
£171.00 |
| Discount: |
|
| You save:
|
£19.00 |
|
|
|
|
|
| ISBN 10: |
1439862095 |
| ISBN 13: |
9781439862094 |
| Availability: |
Usually dispatched within 1-3 weeks.
 Delivery
rates
|
| Stock: |
Currently 0 available |
| Publisher: |
TAYLOR & FRANCIS LTD |
| Pub. date: |
14 December, 2011 |
| Series: |
Chapman & Hall/CRC Data Mining and Knowledge Discovery Series |
| Pages: |
219 |
| Synopsis: |
Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified framework for supervised, unsupervised, and semisupervised feature selection. The book explores the latest research achievements, sheds light on new research directions, and stimulates readers to make the next creative breakthroughs. It presents the intrinsic ideas behind spectral feature selection, its theoretical foundations, its connections to other algorithms, and its use in handling both large-scale data sets and small sample problems. The authors also cover feature selection and feature extraction, including basic concepts, popular existing algorithms, and applications. A timely introduction to spectral feature selection, this book illustrates the potential of this powerful dimensionality reduction technique in high-dimensional data processing.Readers learn how to use spectral feature selection to solve challenging problems in real-life applications and discover how general feature selection and extraction are connected to spectral feature selection. |
| Illustrations: |
53 black & white illustrations, 18 black & white tables |
| Publication: |
US |
| Imprint: |
Chapman & Hall/CRC |
| Returns: |
Returnable |
|
|
|
 |
|
|
|
|
|
Little Worried Caterpillar (PB)
Little Green knows she''s about to make a big change - transformingfrom a caterpillar into a beautiful butterfly. Everyone is VERYexcited! But Little Green is VERY worried. What if being a butterflyisn''t as brilliant as everyone says?Join Little Green as she finds her own path ... with just a littlehelp from her friends.
|
|
All the Things We Carry PB
What can you carry?A pebble? A teddy? A bright red balloon? A painting you''ve made?A hope or a dream?This gorgeous, reassuring picture book celebrates all the preciousthings we can carry, from toys and treasures to love and hope. With comforting rhymes and fabulous illustrations, this is a warmhug of a picture book.
|
|
|
|