Uncertain Data Analysis: Fuzzy Vector Algorithms - Image 1

£51.99

It has never been this cheap. We have no record of a lower price.

£52 today · cheaper than every other day in the last 3 months

CRC Press Uncertain Data Analysis: Fuzzy Vector Algorithms

Name: Uncertain Data Analysis: Fuzzy Vector Algorithms
Brand: CRC Press
Price: 51.99 GBP
Availability: InStock

AI & Machine Learning

Price Distribution

Price distribution over 53 days • 1 price levels

Days at Price

Price Analysis

Most common price: £52 (53 days, 100.0%)

Price range: £52 - £52

Price levels: 1 different prices over 53 days

Description

This book studies different classification, detection, and decision fusion algorithms, and it helps practitioners deal with uncertainty in their data sets. Data uncertainties are considered as a collection of linguistic/fuzzy values or a vector of fuzzy numbers, and fuzzy algorithms are used to analyze these data sets. There are many theories and applications developed based on fuzzy set theory. The topics of classification and prediction using fuzzy algorithms are introduced in the chapters on K-nearest prototype, clustering, and neural networks. The linguistic/fuzzy algorithm is designed to work with linguistic data represented by fuzzy vectors. The linguistic K-nearest prototypes algorithm is particularly useful in fields where data is inherently imprecise or fuzzy, such as in management questionnaire analysis, where responses may not be strictly quantitative. The reader also learns about clustering algorithms, such as linguistic hard C-means and linguistic fuzzy C-means, for hard and fuzzy partitions, respectively. The book explores the integration of fuzzy multilayer perceptrons (FMLPs) with the cuckoo search (CS) algorithm to enhance the performance and applicability of neural networks in handling complex fuzzy data. The extended version of two commonly used fuzzy integrals covered include the Choquet and the Sugeno integrals. Mathematical analysis of these algorithms is included in the study of the different approaches each takes to the aggregation of uncertain data. Both integrals are powerful tools for handling fuzzy data, and their use in improving decision-making and analysis is demonstrated through real-world application examples using both of these algorithms. Very importantly, decision fusion is studied using fuzzy Dempster–Shafer theory with a real-world example of an application. This book serves as a guide for practitioners, such as robotics engineers, computer scientists, and researchers working on computational intelligence. It is also suitable for graduate courses on fuzzy theories and fuzzy techniques.

Product Specifications

Brand: CRC Press
Format: paperback
ASIN: 1041060203
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 23 April 2026
Listed Since: 01 October 2025

Barcode

No barcode data available

It has never been this cheap. We have no record of a lower price.

CRC Press Uncertain Data Analysis: Fuzzy Vector Algorithms

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Fuzzy Statistical Inferences Based on Fuzzy Random Variables

Remote Sensing Image Processing Algorithms - Air Turbulence Detection

Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications

Intelligent Image and Video Analytics: Clustering and Classification Applications

Fuzzy Logic and the Semantic Web - AI Computing Book

Operations Management and Data Analytics Modelling: Economic Crises Perspective

Building Feature Extraction with Machine Learning: Geospatial Applications

Fuzzy Systems and Applications

Video Based Machine Learning for Traffic Intersections

Some Aspects of Fuzzy Algebraic Structures

Induction Machine: Analysis and Performance Using Fuzzy Logic Controller

GIS Automated Delineation of Hospital Service Areas

CRC Press Numerical Weather Prediction - Earth Sciences Book

Convolutional Neural Networks for Medical Image Processing Applications

CRC Press Fatigue Prediction for Random Loads Book

Non Gaussian State Estimation and the Maximum Correntropy Approach (Control Theory and Applications)

Computational Physics Using Python - CRC Press

Emerging Technologies and the Indian IT Sector

Heat and Mass Transfer Modelling During Drying: Empirical to Multiscale Approaches

Artificial Intelligence: Fuzzy Logic

Cognitive Computing for Internet of Medical Things

Boreal Forests Under Global Warming: Empirical Simulation Predictive Modeling

Advances in Fuzzy MCDM, Hybrid Methods, Fuzzy Number Ranking and Their Applications

Cloud Computing in Medical Imaging

It has never been this cheap. We have no record of a lower price.

CRC Press Uncertain Data Analysis: Fuzzy Vector Algorithms

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Fuzzy Statistical Inferences Based on Fuzzy Random Variables

Remote Sensing Image Processing Algorithms - Air Turbulence Detection

Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications

Intelligent Image and Video Analytics: Clustering and Classification Applications

Fuzzy Logic and the Semantic Web - AI Computing Book

Operations Management and Data Analytics Modelling: Economic Crises Perspective

Building Feature Extraction with Machine Learning: Geospatial Applications

Fuzzy Systems and Applications

Video Based Machine Learning for Traffic Intersections

Some Aspects of Fuzzy Algebraic Structures

Induction Machine: Analysis and Performance Using Fuzzy Logic Controller

GIS Automated Delineation of Hospital Service Areas

CRC Press Numerical Weather Prediction - Earth Sciences Book

Convolutional Neural Networks for Medical Image Processing Applications

CRC Press Fatigue Prediction for Random Loads Book

Non Gaussian State Estimation and the Maximum Correntropy Approach (Control Theory and Applications)

Computational Physics Using Python - CRC Press

Emerging Technologies and the Indian IT Sector

Heat and Mass Transfer Modelling During Drying: Empirical to Multiscale Approaches

Artificial Intelligence: Fuzzy Logic

Cognitive Computing for Internet of Medical Things

Boreal Forests Under Global Warming: Empirical Simulation Predictive Modeling

Advances in Fuzzy MCDM, Hybrid Methods, Fuzzy Number Ranking and Their Applications

Cloud Computing in Medical Imaging