عنوان

Artificial intelligent methods for handling spatial data :

شابک

3030002381

شابک

303000239X

شابک

3030130959

شابک

9783030002381

شابک

9783030002398

شابک

9783030130954

شابک اشتباه

3030002373

شابک اشتباه

9783030002374

عنوان اصلي

Artificial intelligent methods for handling spatial data :

نام عام مواد

[Book]

ساير اطلاعات عنواني

fuzzy rulebase systems and gridded data problems /

نام نخستين پديدآور

Jörg Verstraete.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource (135 pages).

عنوان فروست

Studies in fuzziness and soft computing ;

مشخصه جلد

volume 370

متن يادداشت

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

متن يادداشت

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

بدون عنوان

0

متن يادداشت

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.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030002381

شماره استاندارد بين المللي کتاب و موسيقي

9783030002374

موضوع مستند نشده

Data mining-- Data processing.

موضوع مستند نشده

Geographic information systems-- Data processing.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computers-- Database Management-- Data Mining.

موضوع مستند نشده

Computers-- Intelligence (AI) & Semantics.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Engineering.

موضوع مستند نشده

Geographic information systems.

موضوع مستند نشده

Geographical information systems (GIS) & remote sensing.

موضوع مستند نشده

Science-- Earth Sciences-- Geography.

موضوع مستند نشده

COM004000

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Verstraete, Jörg

تاريخ عمليات

20200823071544.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y