Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Decision Tree and Ensemble Learning Based on Ant Colony Optimization

Decision Tree and Ensemble Learning Based on Ant Colony Optimization

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319937519
Condition
New
Product Description

This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of presentation. Decision trees are a popular method of classification as well as of knowledge representation. At the same time, they are easy to implement as the building blocks of an ensemble of classifiers. Admittedly, however, the task of constructing a near-optimal decision tree is a very complex process. The good results typically achieved by the ant colony optimization algorithms when dealing with combinatorial optimization problems suggest the possibility of also using that approach for effectively constructing decision trees. The underlying rationale is that both problem classes can be presented as graphs. This fact leads to option of considering a larger spectrum of solutions than those based on the heuristic. Moreover, ant colony optimization algorithms can be used to advantage when building ensembles of classifiers. This book is a combination of a research monograph and a textbook. It can be used in graduate courses, but is also of interest to researchers, both specialists in machine learning and those applying machine learning methods to cope with problems from any field of R&D.

Available Colors
Available Sizes
1 Offer Price Range: $84.99 - $84.99
BEST PRICE

Single Product Purchase

$84.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$84.99 $84.99

$84.99
See Site In stock Visit Store

Similar Products

Elektrische Energieversorgung 2

$169.00

HCI International 2021 - Posters

$84.99

The Creating Word

$44.99

Graphentheorie

$34.99

Introduction to Nuclear and Particle Physics

$44.99

John Charnley

$109.00

Measurements, Numerals and Scales

$169.99

Das amerikanische Regierungssystem

$59.99

Learning in Natural and Connectionist Systems

$129.00

Innovationen im Personalmanagement

$49.99

Interfaces, Quantum Wells, and Superlattices

$54.99

Orthopdische Rckenschule Interdisziplinr

$69.99

Avoiding Carbon Apocalypse Through Alternative Energy

$119.99

Services Computing SCC 2021

$79.99

Nonprofit-Management

$79.99

Harmonisierung der Rechnungslegung bei langfristiger Auftragsfertigung

$49.99

New Waves in Philosophy of Language

$54.99

Fortschritte in der Diagnostik und Therapie schizophrener Minussymptomatik

$59.99

Parallel Computer Routing and Communication

$39.99

Immunology of the Skin

$249.99

Active Enterprise Intelligence

$79.99

Exercises in Numerical Linear Algebra and Matrix Factorizations

$84.99

Compendium of International Migration Law Instruments

$54.99

Proceedings of the Future Technologies Conference (FTC) 2018

$219.99

Proceedings of the 8th International Conference on Fracture, Fatigue and Wear

$219.99

Strken- und lebensphasenorientiertes Personalmanagement

$79.99

Health Communication in the Changing Media Landscape

$69.99

Where The Crawdads Sing by Delia Owens

$28.00

Drilling Mud and Cement Slurry Rheology Manual

$54.99

Zusammenbruch und Wiederaufbau 19181935

$59.99

Workflows for e-Science

$109.99

Freight Transport Planning and Logistics

$54.99

Advances in Natural, Human-Made, and Coupled Human-Natural Systems Research

$129.99

Sedierung und Narkose

$69.99

Ghrelin

$39.99

Lehrbuch der Statistik

$54.99

A ModelTheoretic Approach to Proof Theory

$39.99

Anweisung fr die Aufstellung und Ausfhrung von Drainage-Entwrfen

$54.99

Generalized Quantifiers and Computation

$39.99

Sexuality Reimagined

$109.00