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

Automating the Design of Data Mining Algorithms

Automating the Design of Data Mining Algorithms

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783642025402
Condition
New
Product Description

Data mining is a very active research area with many successful real-world app- cations. It consists of a set of concepts and methods used to extract interesting or useful knowledge (or patterns) from real-world datasets, providing valuable support for decision making in industry, business, government, and science. Although there are already many types of data mining algorithms available in the literature, it is still dif cult for users to choose the best possible data mining algorithm for their particular data mining problem. In addition, data mining al- rithms have been manually designed; therefore they incorporate human biases and preferences. This book proposes a new approach to the design of data mining algorithms. - stead of relying on the slow and ad hoc process of manual algorithm design, this book proposes systematically automating the design of data mining algorithms with an evolutionary computation approach. More precisely, we propose a genetic p- gramming system (a type of evolutionary computation method that evolves c- puter programs) to automate the design of rule induction algorithms, a type of cl- si cation method that discovers a set of classi cation rules from data. We focus on genetic programming in this book because it is the paradigmatic type of machine learning method for automating the generation of programs and because it has the advantage of performing a global search in the space of candidate solutions (data mining algorithms in our case), but in principle other types of search methods for this task could be investigated in the future.

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

Single Product Purchase

$76.50
@ Link.springer.com with extra coupon Get Coupon & BUY

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

10% OFF
This deals requires coupon Get Code Here
$76.50
See Site In stock Visit Store

Similar Products

Hydrogels

$39.99

CIM-Integrationsmodell

$69.99

The Monetary Transmission Process

$109.99

Leben mit der koronaren Herzkrankheit

$34.99

Grundlagen der Wahrscheinlichkeitsrechnung und stochastischer Prozesse fr Ingenieure

$54.99

Diffusion of New Technologies in the Post-Communist World

$84.99

Big Bright Feelings: Ruby Finds a Worry

$6.95

Women and Spirituality in the Writing of More, Wollstonecraft, Stanton, and Eddy

$39.99

Die wischendampfverwertung in Entwicklung, Theorie und Wirtschaftlichkeit

$59.99

Archometrie

$49.99

Drug Delivery in Dermatology

$89.00

Lochbandtechnik Mittel zur Datenerfassung und -verarbeitung

$84.99

Peren-Clement-Index

$17.99

Practical Inorganic Chemistry

$129.99

Organisationen in Bewegung bringen - Handlungsorientierte Methoden fr die Personal-, Team- und Orga

$54.99

Shell and Membrane Theories in Mechanics and Biology

$109.99

High Speed Railway Track Dynamics

$139.00

Decision Making in Child Welfare Services

$84.99

Speech and Computer

$74.99

Intelligent Interactive Multimedia Systems for e-Healthcare Applications

$199.99

Fortschritte der Chemie organischer Naturstoffe / Progress in the Chemistry of Organic Natural Produ

$39.99

A Course on Hopf Algebras

$54.99

Elementary Engineering Fracture Mechanics

$99.99

Mangroves: Ecology, Biodiversity and Management

$169.00

From Waste to Wealth

$169.00

Construction Inspection Handbook

$229.00

Plankton Regulation Dynamics

$109.99

Non-Opioids in Pain Management

$54.99

Evaluation of Novel Approaches to Software Engineering

$54.99

Palliative Care in Oncology

$69.99

Current Ornithology Volume 17

$129.00

15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intell

$189.00

The Hamilton Scales

$54.99

Modernist Women Writers and Narrative Art

$59.99

Academia and Higher Learning in Popular Culture

$139.99

Gemeinkostensenkung durch kostengnstiges Konstruieren

$49.99

Intraarticular Fractures

$179.99

Novel Finite Element Technologies for Solids and Structures

$84.99

Versicherungsmagazin-Vergtungsstudie 2004/2005

$59.99

Visualisierung von Umweltdaten in Supercomputersystemen

$69.99