null
Loading…
Skip to main content

Holiday gifts by Fri, Dec 18? Order by Fri, Dec 4. Plan gifts

Free shipping works great on most orders over $95 in the contiguous US

Specialists Mon–Fri, 8:30 am–5 pm PTSpecialists Mon–Fri, 8:30–5 PT866-522-6657

Printed to order
Multiple Instance Learning: Foundations and Algorithms book cover by Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez-Tarragó, Sarah Vluymans
Paperback

Multiple Instance Learning: Foundations and Algorithms

by Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez-Tarragó and Sarah Vluymans

$96.79 / copy at 25+ copies As low as $94.59 at 100+Your best volume price

Paperback · 233 pages Springer International Publishing · 2018

Format

Paperback
Volume pricing

The more copies, the less each one costs

Applied automatically in your cart. No code needed.

More than a box of books

Turn this order into a program

Groups that order in bulk often pair the copies with something more. We handle the extras so you don't have to.

About the book

Multiple Instance Learning

This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and the most relevant proposals are specified. Efficient algorithms are developed to discover relevant information when working with uncertainty. Key representative applications are included.

This book carries out a study of the key related fields of distance metrics and alternative hypothesis. Chapters examine new and developing aspects of MIL such as data reduction for multi-instance problems and imbalanced MIL data. Class imbalance for multi-instance problems is defined at the bag level, a type of representation that utilizes ambiguity due to the fact that bag labels are available, but the labels of the individual instances are not defined.

Additionally, multiple instance multiple label learning is explored. This learning framework introduces flexibility and ambiguity in the object representation providing a natural formulation for representing complicated objects. Thus, an object is represented by a bag of instances and is allowed to have associated multiple class labels simultaneously. 

This book is suitable for developers and engineers working to apply MIL techniques to solve a variety of real-world problems. It is also useful for researchers or students seeking a thorough overview of MIL literature, methods, and tools.




The book, Multiple Instance Learning: Foundations and Algorithms [Bulk, Wholesale, Quantity] ISBN#9783319838151 in Paperback by Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez-Tarragó, Sarah Vluymans may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Authors
Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez-Tarragó, Sarah Vluymans
Format
Paperback
Published
Jun 29, 2018
ISBN-13
9783319838151
Pages
233
Printing
Printed on demand
Buying for a group

Multiple Instance Learning in bulk: pricing

Volume pricing applies automatically in your cart. No codes, no account needed.

CopiesPrice per copyYou save
25 – 49 $96.79 12% off list
50 – 99 $95.69 13% off list
100+ $94.59 14% off list
Ways groups use it

Popular for

1
Book clubs

A copy for every member, on one order.

2
Events and conferences

A book for every attendee, delivered to your venue.

3
Gifts

For clients, staff, members or volunteers.

How fast can I get copies of Multiple Instance Learning?

This title is printed on demand, so it needs production time before it ships. Need them by a specific date? Request a quote and we'll confirm timing before you pay.

Can you ship to several locations or people's homes?

Yes. We ship in bulk to one address, to multiple sites, or to individual recipients, in the US and internationally. See fulfillment options.

Can I get a formal quote for approval before ordering?

Yes. Request a quote and we'll send a PDF you can forward for approval.

Do you accept purchase orders and tax-exempt orders?

Yes. We accept purchase orders upon approval, as well as cards, PayPal, ACH, wire transfers and checks. BookPal is a tax-exempt supplier in all 50 states. See purchase orders and sales tax exemption.

What if I find a lower price?

Send us the link. We match prices from other bulk booksellers and distributors on a new copy in the same edition, available to ship in the quantity you need. Clearance sales and pricing errors are the exception, and we'll tell you quickly if that's the case. Start a price match.

Customer reviews

What buyers say

Be the first to review
Send for approval

Get a yes from your approver

Multiple Instance Learning: Foundations and Algorithms
Email it to my approver

Your approver gets a link to this page with the quantity set and an "Approve and order" button. Nothing is sent until you press send in your email app.

Log In
Review Your Cart
Your cart is empty Your cart is empty Your cart is empty

Menu

Recently Viewed Recently Viewed
Back to top Back to top