£125.00

CRC Press Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Price data last checked 101 day(s) ago - refreshing...

View at Amazon

We'll watch every seller, every day. One email when your price arrives.

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

£125 today · cheaper than every other day in the last 24 months

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey
↓ Forecast
where the price is heading next
↓ Statistics
all-time high & low, recent range
↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 630 days • 630 data points (No recent data available)

Historical
Generating forecast...
£155.00 £122.00 £129.20 £136.40 £143.60 £150.80 £158.00 09 June 2024 13 November 2024 19 April 2025 23 September 2025 28 February 2026

Price Distribution

Price distribution over 630 days • 7 price levels

Days at Price
Current Price
255 days · current 295 days 5 days 36 days 13 days 9 days 17 days 0 74 148 221 295 £125 £127 £128 £136 £145 £153 £155 Days at Price

Price Analysis

Most common price: £127 (295 days, 46.8%)

Price range: £125 - £155

Price levels: 7 different prices over 630 days

Description

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization describes such algorithms as Locally Linear Embedding (LLE), Laplacian Eigenmaps, Isomap, Semidefinite Embedding, and t-SNE to resolve the problem of dimensionality reduction in the case of non-linear relationships within the data. Underlying mathematical concepts, derivations, and proofs with logical explanations for these algorithms are discussed, including strengths and limitations. The book highlights important use cases of these algorithms and provides examples along with visualizations. Comparative study of the algorithms is presented to give a clear idea on selecting the best suitable algorithm for a given dataset for efficient dimensionality reduction and data visualization. FEATURES Demonstrates how unsupervised learning approaches can be used for dimensionality reduction Neatly explains algorithms with a focus on the fundamentals and underlying mathematical concepts Describes the comparative study of the algorithms and discusses when and where each algorithm is best suitable for use Provides use cases, illustrative examples, and visualizations of each algorithm Helps visualize and create compact representations of high dimensional and intricate data for various real-world applications and data analysis This book is aimed at professionals, graduate students, and researchers in Computer Science and Engineering, Data Science, Machine Learning, Computer Vision, Data Mining, Deep Learning, Sensor Data Filtering, Feature Extraction for Control Systems, and Medical Instruments Input Extraction.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
02 September 2021
Listed Since
18 March 2021

Barcode

No barcode data available

Similar Products You Might Like

Dimensionality Reduction in Data Science
97% match

Dimensionality Reduction in Data Science

Springer

£46.37 21 Feb 2026
Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
96% match

Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

CRC Press

£95.00 01 Mar 2026
Elements of Dimensionality Reduction and Manifold Learning
96% match

Elements of Dimensionality Reduction and Manifold Learning

Springer

£63.31 22 Feb 2026
Linear Dimensionality Reduction: 228 (Lecture Notes in Statistics, 228)
96% match

Linear Dimensionality Reduction: 228 (Lecture Notes in Statistics, 228)

£63.77 13 Jan 2026
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
96% match

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

Packt Publishing

£41.99 19 Feb 2026
High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications
96% match

High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications

Cambridge University Press

£57.22 03 Mar 2026
Data Without Labels: Practical Unsupervised Machine Learning
96% match

Data Without Labels: Practical Unsupervised Machine Learning

£40.65 08 Jan 2026
Machine Learning and Knowledge Discovery in Databases, Part II: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, ... (Lecture Notes in Computer Science, 6912)
96% match

Machine Learning and Knowledge Discovery in Databases, Part II: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, ... (Lecture Notes in Computer Science, 6912)

Springer

£43.03 09 Mar 2026
Generalized Principal Component Analysis: 40 (Interdisciplinary Applied Mathematics, 40)
96% match

Generalized Principal Component Analysis: 40 (Interdisciplinary Applied Mathematics, 40)

Springer

£46.36 18 Apr 2026
Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
95% match

Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

CRC Press

£81.19 07 Jan 2026
Grokking Machine Learning
95% match

Grokking Machine Learning

Manning Publications

£38.13 21 Jan 2026
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
95% match

Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

O'Reilly

£44.67 06 Jan 2026
Applied Machine Learning
95% match

Applied Machine Learning

Springer

£61.13 14 Jan 2026
Advances in Self-Organizing Maps and Learning Vector Quantization: Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, ... in Intelligent Systems and Computing, 295)
95% match

Advances in Self-Organizing Maps and Learning Vector Quantization: Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, ... in Intelligent Systems and Computing, 295)

Springer

£164.00 16 Apr 2026
Granular Computing Based Machine Learning: A Big Data Processing Approach: 35 (Studies in Big Data, 35)
95% match

Granular Computing Based Machine Learning: A Big Data Processing Approach: 35 (Studies in Big Data, 35)

Springer

£87.45 27 Feb 2026
A Mathematical Introduction to Data Science
95% match

A Mathematical Introduction to Data Science

Springer

£38.70 09 Feb 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
95% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

Springer

£74.42 19 Feb 2026
Machine Learning Methods
95% match

Machine Learning Methods

Springer

£65.02 29 Mar 2026
Springer Feature Selection for Data and Pattern Recognition 584
95% match

Springer Feature Selection for Data and Pattern Recognition 584

Springer

£120.00 17 Apr 2026
A Practical Machine Learning with R: Tutorials and Case Studies
95% match

A Practical Machine Learning with R: Tutorials and Case Studies

£74.24 23 Jan 2026
Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence, 584)
95% match

Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence, 584)

Springer

£123.23 07 Apr 2026
Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery: 1014 (Studies in Computational Intelligence, 1014)
95% match

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery: 1014 (Studies in Computational Intelligence, 1014)

Springer

£97.00 23 Feb 2026
Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach
95% match

Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach

Springer

£83.49 13 Jan 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
95% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

£57.01 08 Jan 2026