Machine Learning in Complex Networks
Language: English
Published by Springer, 2016
- First Edition
- Hardcover
- Used
Seller: killarneybooks, Inagh, Clare, Irelandkillarneybooks
AbeBooks seller since April 20, 2017
Condition: Used - Good
£ 18.46
Quantity: 1 available
Add to basketItem description from seller
Binding error (bound in wrong boards - the mismatched cover is for a Springer book called "Social Exclusion"). Contents are complete and correct. Hardcover, xviii + 331 pages, NOT ex-library. A short corner crease on last pages otherwise very good. Book is clean and bright throughout with unmarked text, free of inscriptions and stamps, firmly bound. Boards show gentle handling wear, short creases in the upper corners. Issued without a dust jacket.
Seller Inventory # 007922
- Title
- Machine Learning in Complex Networks
- Author
- Thiago Christiano Silva; Liang Zhao
- Publisher
- Springer
- Publication year
- 2016
- Condition
- Good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3319172891
- ISBN 13
- 9783319172897
- Edition
- 1st Edition
"Synopsis" may belong to another edition of this title.
From the Back Cover
This book explores the features and advantages offered by complex networks in the domain of machine learning. In the first part of the book, we present an overview on complex networks and machine learning. Then, we provide a comprehensive description on network-based machine learning. In addition, we also address the important network construction issue. In the second part of the book, we describe some techniques for supervised, unsupervised, and semi-supervised learning that rely on complex networks to perform the learning process. Particularly, we thoroughly investigate a particle competition technique for both unsupervised and semi-supervised learning that is modeled using a stochastic nonlinear dynamical system. Moreover, we supply an analytical analysis of the model, which enables one to predict the behavior of the proposed technique. In addition, we deal with data reliability issues or imperfect data in semi-supervised learning. Even though with relevant practical importance,little research is found about this topic in the literature. In order to validate these techniques, we employ broadly accepted real-world and artificial data sets. Regarding network-based supervised learning, we present a hybrid data classification technique that combines both low and high orders of learning. The low-level term can be implemented by any traditional classification technique, while the high-level term is realized by the extraction of topological features of the underlying network constructed from the input data. Thus, the former classifies test instances according to their physical features, while the latter measures the compliance of test instances with the pattern formation of the data. We show that the high-level technique can realize classification according to the semantic meaning of the data. This book intends to combine two widely studied research areas, machine learning and complex networks, which in turn may generate broad interests to scientific community, mainly to computer science and engineering areas.
"About the title" may belong to another edition of this title.
killarneybooks
Inagh, Clare, Ireland
AbeBooks seller since April 20, 2017
Shipping rates from Ireland to U.S.A.
| Item | 6 to 7 business days | 3 to 4 business days |
|---|---|---|
| First item | £ 28.09 | £ 31.67 |
Payment methods
- Bank Wire Transfer
- Paypal
Store description
All U.S.-bound orders are now shipped with UPS for reliable delivery. Additional customs or import fees are highly unlikely; however, please note buyers remain responsible for any duties or taxes that U.S. Customs may assess. -- Killarneybooks is a family-run bookshop based in the Republic of Ireland. We take pride in accurate listings, careful packaging, and prompt service - most orders ship within 24 hours. All books listed are in stock and ready for immediate dispatch - we are not dropshippers. Inquiries always welcome.…
Specialty
professional, academic, non-fictionSeller's business information
killarneybooks
Ireland
Terms of sale
Business Name: killarneybooks
Business Type: Sole Trader
Trade Register Number: 1976607T (not VAT-registered)
Business Address: Ballynoe, Inagh, Co. Clare
Customer Service representative: Ada Boosey
Phone: 00353 857512674
Email: killarneybookseu@yahoo.com
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 killarneybooks, Inagh, Clare, Ireland, 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.
Shipping terms
TNT / FedEX express available on request. Please contact us for more details. Thank you.