Solving Data Mining Problems Through Pattern Recognition (Bk/CD)
Lee, Yuchun,Roy, Benjamin Van,Reed, Christopher D.,Kennedy, Ruby L.,Lippmann, Richard P.
Language: English
Published by Prentice Hall, 1997
- Hardcover
- Used
Condition: Used - Good
£ 7.03
Quantity: 1 available
Add to basketItem description from seller
Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority.
Seller Inventory # S_477741087
- Title
- Solving Data Mining Problems Through Pattern Recognition (Bk/CD)
- Author
- Lee, Yuchun,Roy, Benjamin Van,Reed, Christopher D.,Kennedy, Ruby L.,Lippmann, Richard P.
- Publisher
- Prentice Hall
- Publication year
- 1997
- Condition
- Good
- Binding
- hardcover
- Language
- English
- ISBN 10
- 0130950831
- ISBN 13
- 9780130950833
Presents both theory and techniques behind the concepts and practice of pattern recognition. CD-ROM contains a fully functional trial version of Pattern Recognition Workbench -- a powerful, easy-to-use system with the latest machine learning, neural network, and statistical algorithms. It provides a complete working environment to solve your pattern recognition problems.
"Synopsis" may belong to another edition of this title.
From the Back Cover
9508C-2
Apply pattern recognition to find the hidden gems in your data!
Data mining technology is helping businesses everywhere to work smarter by revealing unknown patterns within existing archives. Applying the latest advances in pattern recognition software can give you a key competitive edge across all data mining applications. The tutorials and software package included in Solving Data Mining Problems through Pattern Recognition take advantage of machine learning techniques and neural networks to help you get the most out of your data. Besides explaining the most current theories, Solving Data Mining Problems through Pattern Recognition takes a practical approach to overall project development concerns.
The rigorous, multi-step method includes:
- Defining the pattern recognition problem
- Collection, preparation, and preprocessing of data
- Choosing the appropriate algorithm and tuning algorithm parameters Training, testing, and troubleshooting.
Pattern classification, estimation, and modeling are addressed using the following algorithms:
- Linear and logistic regression
- Unimodal Gaussian and Gaussian mixture
- Multilayered perceptron/backpropagation and radial basis function neural networks
- K nearest neighbors and nearest cluster
- K means clustering.
While some aspects of pattern recognition involve advanced mathematical principles, most successful projects rely on a strong element of human experience and intuition. Solving Data Mining Problems through Pattern Recognition provides a strong theoretical grounding for beginners, yet it also contains detailed models and insights into real-world problem-solving that will inspire more experienced users, be they database designers, modelers, or project leaders.
This book includes a free, 90-day trial copy of Pattern Recognition Workbench, a powerful, easy-to-use system that combines machine learning, neural networks, and statistical algorithms to help you apply pattern recognition to your data right now. The enclosed CD-ROM runs under Windows(r) 95 and Windows NT(tm).
"About the title" may belong to another edition of this title.
Shipping rates within U.S.A.
| Item | 4 to 14 business days | 2 to 6 business days |
|---|---|---|
| First item | £ 2.83 | £ 5.27 |
Payment methods
Store description
Half Price Books has been connecting readers to great books since 1972. Customer service is our top priority.
Specialty
AllSeller's business information
Half Price Books, Records, Magazines, Inc.
5803 E. Northwest Hwy.
Dallas, TX U.S.A. 75231
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to HPB-Red, Carrollton, Texas, U.S.A., +1 800-883-2114, without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.