£139.99

Springer - Unsupervised Feature Extraction in Bioinformatics

Price data checked 5 days ago

View at Amazon

Price History & Forecast

Last 86 days • 86 data points (No recent data available)

Historical
Generating forecast...
£139.99 £139.97 £139.97 £139.98 £139.98 £139.99 £139.99 25 January 2026 15 February 2026 08 March 2026 29 March 2026 20 April 2026

Price Distribution

Price distribution over 86 days • 1 price levels

Days at Price
86 days 0 22 43 65 86 £140 Days at Price

Price Analysis

Most common price: £140 (86 days, 100.0%)

Price range: £140 - £140

Price levels: 1 different prices over 86 days

Description

Explore the power of unsupervised learning with this specialized text from Springer. While supervised methods like deep learning are widely used, this book highlights the specific advantages of unsupervised approaches. It focuses on the application of tensor decomposition for feature extraction and feature selection, offering a practical alternative to modern trends. Designed to be accessible, the content builds from fundamental linear algebra principles to advanced, cutting-edge methodologies. This progression allows readers to master complex techniques used to solve difficult data situations, particularly when dealing with high-dimensional datasets where many features exist alongside limited samples. Whether you are studying PCA-based or TD-based approaches, this book provides a clear path through the mathematical foundations and their real-world applications in bioinformatics.

Key Features

Explores tensor decomposition applications for effective unsupervised feature extraction and selection processes.

Provides a clear learning path starting from basic linear algebra and moving to advanced methodologies.

Offers a practical alternative to deep learning by utilizing conventional linear methodologies.

Addresses complex data challenges involving high feature counts and limited sample sizes.

Covers both PCA-based and TD-based approaches for bioinformatics research and data mining.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
05 September 2020
Listed Since
26 July 2020

Barcode

No barcode data available

Similar Products You Might Like

Data Mining for Bioinformatics
95% match

Data Mining for Bioinformatics

CRC Press

£60.71 26 Mar 2026
Bioinformatics and Medical Applications: Big Data Using Deep Learning Algorithms
94% match

Bioinformatics and Medical Applications: Big Data Using Deep Learning Algorithms

John Wiley & Sons Inc

£161.59 10 Feb 2026
Theory and Mathematical Methods in Bioinformatics (Biological and Medical Physics, Biomedical Engineering)
94% match

Theory and Mathematical Methods in Bioinformatics (Biological and Medical Physics, Biomedical Engineering)

Springer

£77.46 09 Mar 2026
Springer - Bioinformatics: A Student's Companion Textbook
94% match

Springer - Bioinformatics: A Student's Companion Textbook

Springer

£119.72 17 Apr 2026
Bioinformatics - A Student's Companion
94% match

Bioinformatics - A Student's Companion

Springer

£123.33 29 Jan 2026
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
94% match

Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

Wiley

£97.00 13 Jan 2026
Bioinformatics: Methods and Applications
94% match

Bioinformatics: Methods and Applications

Academic Press

£101.86 13 Feb 2026
Computation in BioInformatics: Multidisciplinary Applications
94% match

Computation in BioInformatics: Multidisciplinary Applications

John Wiley & Sons Inc

£109.83 23 Feb 2026
Springer Feature Learning and Understanding Algorithms Book
94% match

Springer Feature Learning and Understanding Algorithms Book

Springer

£99.71 21 Apr 2026
Tensor Computation for Data Analysis
94% match

Tensor Computation for Data Analysis

Springer

£87.45 28 Mar 2026
Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics
94% match

Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics

Elsevier

£1,418.31 14 Feb 2026
Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics)
94% match

Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics)

Springer

£95.56 25 Feb 2026
Big Data Analytics: Systems, Algorithms, Applications
94% match

Big Data Analytics: Systems, Algorithms, Applications

Springer

£72.97 08 Mar 2026
Agricultural Bioinformatics
93% match

Agricultural Bioinformatics

Springer

£156.36 09 Feb 2026
Data Mining for Bioinformatics
93% match

Data Mining for Bioinformatics

CRC Press

£99.75 09 Mar 2026
Linear Algebra and Optimization for Machine Learning: A Textbook
93% match

Linear Algebra and Optimization for Machine Learning: A Textbook

£49.00 24 Jan 2026
Algorithms in Bioinformatics: Theory and Implementation
93% match

Algorithms in Bioinformatics: Theory and Implementation

Wiley

£98.67 10 Mar 2026
Linear Algebra and Its Applications with R (Textbooks in Mathematics)
93% match

Linear Algebra and Its Applications with R (Textbooks in Mathematics)

CRC Press

£94.99 31 Mar 2026
Data Mining in Biomedical Imaging, Signaling, and Systems
93% match

Data Mining in Biomedical Imaging, Signaling, and Systems

CRC Press

£59.27 11 Mar 2026
Deep Learning and Edge Computing Solutions for High Performance Computing (EAI/Springer Innovations in Communication and Computing)
93% match

Deep Learning and Edge Computing Solutions for High Performance Computing (EAI/Springer Innovations in Communication and Computing)

£121.12 07 Jan 2026
Learning Approaches in Signal Processing (Jenny Stanford Series on Digital Signal Processing)
93% match

Learning Approaches in Signal Processing (Jenny Stanford Series on Digital Signal Processing)

Taylor & Francis

£172.80 08 Mar 2026
Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing (Springer Tracts in Nature-Inspired Computing)
93% match

Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing (Springer Tracts in Nature-Inspired Computing)

Springer

£121.64 12 Apr 2026
Translational Bioinformatics in Healthcare and Medicine: Volume 13 (Advances in ubiquitous sensing applications for healthcare, Volume 13)
93% match

Translational Bioinformatics in Healthcare and Medicine: Volume 13 (Advances in ubiquitous sensing applications for healthcare, Volume 13)

Academic Press

£81.28 09 Mar 2026
Linear Algebra and Its Applications with R (Textbooks in Mathematics)
93% match

Linear Algebra and Its Applications with R (Textbooks in Mathematics)

Chapman and Hall/CRC

£54.59 05 Feb 2026