Pureology

Multistrategy Learning - 9781461364054

Description: Multistrategy Learning Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). A Special Issue of MACHINE LEARNING Author(s): Ryszard S. Michalski Format: Paperback Publisher: Springer-Verlag New York Inc., United States Imprint: Springer-Verlag New York Inc. ISBN-13: 9781461364054, 978-1461364054 Synopsis Most machine learning research has been concerned with the development of systems that implememnt one type of inference within a single representational paradigm. Such systems, which can be called monostrategy learning systems, include those for empirical induction of decision trees or rules, explanation-based generalization, neural net learning from examples, genetic algorithm-based learning, and others. Monostrategy learning systems can be very effective and useful if learning problems to which they are applied are sufficiently narrowly defined. Many real-world applications, however, pose learning problems that go beyond the capability of monostrategy learning methods. In view of this, recent years have witnessed a growing interest in developing multistrategy systems, which integrate two or more inference types and/or paradigms within one learning system. Such multistrategy systems take advantage of the complementarity of different inference types or representational mechanisms. Therefore, they have a potential to be more versatile and more powerful than monostrategy systems. On the other hand, due to their greater complexity, their development is significantly more difficult and represents a new great challenge to the machine learning community. Multistrategy Learning contains contributions characteristic of the current research in this area.

Price: 142.59 GBP

Location: Aldershot

End Time: 2025-02-03T11:01:44.000Z

Shipping Cost: 41.7 GBP

Product Images

Multistrategy Learning - 9781461364054

Item Specifics

Return postage will be paid by: Buyer

Returns Accepted: Returns Accepted

After receiving the item, your buyer should cancel the purchase within: 60 days

Return policy details:

Book Title: Multistrategy Learning

Number of Pages: 155 Pages

Publication Name: Multistrategy Learning: a Special Issue of Machine Learning

Language: English

Publisher: Springer-Verlag New York Inc.

Item Height: 235 mm

Subject: Computer Science

Publication Year: 2012

Type: Textbook

Item Weight: 260 g

Author: Ryszard S. Michalski

Item Width: 155 mm

Series: The Springer International Series in Engineering and Computer Science

Format: Paperback

Recommended

Michalski - Multistrategy Learning   A Special Issue of MACHINE LEARNI - T555z
Michalski - Multistrategy Learning A Special Issue of MACHINE LEARNI - T555z

$291.98

View Details
Encyclopedia of Microcomputers : Multistrategy Learning to Operations Researc...
Encyclopedia of Microcomputers : Multistrategy Learning to Operations Researc...

$325.59

View Details
Multistrategy Learning: A Special Issue of MACHINE LEARNING by Ryszard S. Michal
Multistrategy Learning: A Special Issue of MACHINE LEARNING by Ryszard S. Michal

$272.15

View Details
Encyclopedia Of Microcomputers: Volume 12 - Multistrategy Learning To Opera...
Encyclopedia Of Microcomputers: Volume 12 - Multistrategy Learning To Opera...

$282.29

View Details
Multistrategy Learning: A Special Issue of MACHINE LEARNING by Ryszard S. Michal
Multistrategy Learning: A Special Issue of MACHINE LEARNING by Ryszard S. Michal

$252.96

View Details
Encyclopedia of Microcomputers : Multistrategy Learning to Operations Researc...
Encyclopedia of Microcomputers : Multistrategy Learning to Operations Researc...

$315.55

View Details
Machine Learning: A Multistrategy Approach, Volume IV by Ryszard S Michalski
Machine Learning: A Multistrategy Approach, Volume IV by Ryszard S Michalski

$100.19

View Details
Multistrategy Learning - 9781461364054
Multistrategy Learning - 9781461364054

$174.06

View Details
Michalski - Multistrategy Learning   A Special Issue of MACHINE LEARNI - N555z
Michalski - Multistrategy Learning A Special Issue of MACHINE LEARNI - N555z

$291.10

View Details
Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, M
Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, M

$4.59

View Details