عنوان

Artificial intelligent methods for handling spatial data :

(Number (ISBN

3030002381

(Number (ISBN

303000239X

(Number (ISBN

3030130959

(Number (ISBN

9783030002381

(Number (ISBN

9783030002398

(Number (ISBN

9783030130954

Erroneous ISBN

3030002373

Erroneous ISBN

9783030002374

Title Proper

Artificial intelligent methods for handling spatial data :

General Material Designation

[Book]

Other Title Information

fuzzy rulebase systems and gridded data problems /

First Statement of Responsibility

Jörg Verstraete.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2019]

Specific Material Designation and Extent of Item

1 online resource (135 pages).

Series Title

Studies in fuzziness and soft computing ;

Volume Designation

volume 370

Text of Note

Introduction -- Problem Description and Related Work.- Concept -- Fuzzy Rulebase Systems -- Parameters and most Possible Ranges -- Rulebase Construction -- Constrained Defuzzification -- Data Comparison -- Experiments -- Conclusion.

Text of Note

Introduction -- Problem Description and Related Work -- Concept -- Fuzzy Rulebase Systems -- Parameters and most Possible Ranges -- Rulebase Construction -- Constrained Defuzzification -- Data Comparison -- Experiments -- Conclusion.

0

Text of Note

This book provides readers with an insight into the development of a novel method for regridding gridded spatial data, an operation required to perform the map overlay operation and apply map algebra when processing spatial data. It introduces the necessary concepts from spatial data processing and fuzzy rulebase systems and describes the issues experienced when using current regridding algorithms. The main focus of the book is on describing the different modifications needed to make the problem compatible with fuzzy rulebases. It offers a number of examples of out-of-the box thinking to handle aspects such as rulebase construction, defuzzification, spatial data comparison, etc. At first, the emphasis is put on the newly developed method, and additional datasets containing information on the underlying spatial distribution of the data are identified. After this, an artificial intelligent system (in the form of a fuzzy inference system) is constructed using this knowledge and then applied on the input data to perform the regridding. The book offers an example of how an apparently simple problem can pose many different challenges, even when trying to solve it with existing soft computing technologies. The workflow and solutions to solve these challenges are universal and may therefore be broadly applied into other contexts.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030002381

International Standard Book Number

9783030002374

Data mining-- Data processing.

Geographic information systems-- Data processing.

Artificial intelligence.

Artificial intelligence.

Computers-- Database Management-- Data Mining.

Computers-- Intelligence (AI) & Semantics.

Data mining.

Data mining.

Engineering.

Geographic information systems.

Geographical information systems (GIS) & remote sensing.

Science-- Earth Sciences-- Geography.

COM004000

UYQ

UYQ

Number

Edition

Class number

Book number

Verstraete, Jörg

Date of Transaction

20200823071544.0

Electronic name

[Book]

Y