20 Best Dimensionality Reduction Ebooks [2024]

Are you looking for the best dimensionality reduction ebooks? Based on expert reviews, we ranked them. We've listed our top-ranked picks, including the top-selling dimensionality reduction ebooks.

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1 Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data (Chapman & Hall/CRC... Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data (Chapman &...
2 Method of Dimensionality Reduction in Contact Mechanics and Friction Method of Dimensionality Reduction in Contact Mechanics and Friction
3 Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization
4 Multi-Label Dimensionality Reduction (Chapman & Hall/CRC Machine Learning & Pattern Recognition) Multi-Label Dimensionality Reduction (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
5 Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach
6 Nonlinear Dimensionality Reduction (Information Science and Statistics) Nonlinear Dimensionality Reduction (Information Science and Statistics)
7 Geometric Data Analysis: An Empirical Approach to Dimensionality Reduction and the Study of Patterns Geometric Data Analysis: An Empirical Approach to Dimensionality Reduction and the Study of Patterns
8 Open Problems in Spectral Dimensionality Reduction (SpringerBriefs in Computer Science) Open Problems in Spectral Dimensionality Reduction (SpringerBriefs in Computer Science)
9 Materials Science and Engineering: Chapter 6. Data Dimensionality Reduction in Materials Science Materials Science and Engineering: Chapter 6. Data Dimensionality Reduction in Materials Science
10 Kindle Paperwhite (8 GB) – Now with a 6.8' display and adjustable warm light – Black Kindle Paperwhite (8 GB) – Now with a 6.8" display and adjustable warm light – Black
11 Kindle (2019 release) - With a Built-in Front Light - Black Kindle (2019 release) - With a Built-in Front Light - Black
12 Osmo - Pizza Co. - Ages 5-12 - Communication Skills & Math - Educational Learning Games - STEM Toy -... Osmo - Pizza Co. - Ages 5-12 - Communication Skills & Math - Educational Learning Games - STEM Toy...
13 Machine Learning for Risk Calculations: A Practitioner's View (The Wiley Finance Series) Machine Learning for Risk Calculations: A Practitioner's View (The Wiley Finance Series)
14 Cleverfy Shower Steamers Aromatherapy - Variety Pack of 6 Shower Bombs with Essential Oils. Self... Cleverfy Shower Steamers Aromatherapy - Variety Pack of 6 Shower Bombs with Essential Oils. Self...
15 Kobo Libra 2 | eReader | 7” Glare Free Touchscreen | Waterproof | Adjustable Brightness and Color... Kobo Libra 2 | eReader | 7” Glare Free Touchscreen | Waterproof | Adjustable Brightness and...
16 Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
17 Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case... Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case...
18 Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and... Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and...
19 Burt's Bees Holiday Gift, 5 Stocking Stuffer Products, Classics Set - Original Beeswax Lip Balm,... Burt's Bees Holiday Gift, 5 Stocking Stuffer Products, Classics Set - Original Beeswax Lip Balm,...
Bestseller No. 1
Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data (Chapman & Hall/CRC...
  • Amazon Kindle Edition
  • Lu, Haiping (Author)
  • English (Publication Language)
  • 296 Pages - 12/11/2013 (Publication Date) - Chapman and Hall/CRC (Publisher)
Bestseller No. 2
Method of Dimensionality Reduction in Contact Mechanics and Friction
  • Amazon Kindle Edition
  • Popov, Valentin L. (Author)
  • English (Publication Language)
  • 283 Pages - 08/19/2014 (Publication Date) - Springer (Publisher)
Bestseller No. 3
Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization
  • Amazon Kindle Edition
  • Tripathy, B.K. (Author)
  • English (Publication Language)
  • 09/01/2021 (Publication Date) - CRC Press (Publisher)
Bestseller No. 4
Multi-Label Dimensionality Reduction (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
  • Amazon Kindle Edition
  • Sun, Liang (Author)
  • English (Publication Language)
  • 208 Pages - 04/19/2016 (Publication Date) - Chapman and Hall/CRC (Publisher)
Bestseller No. 5
Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach
  • Amazon Kindle Edition
  • Lespinats, Sylvain (Author)
  • English (Publication Language)
  • 12/02/2021 (Publication Date) - Springer (Publisher)
Bestseller No. 6
Nonlinear Dimensionality Reduction (Information Science and Statistics)
  • Amazon Kindle Edition
  • Lee, John A. (Author)
  • English (Publication Language)
  • 326 Pages - 10/31/2007 (Publication Date) - Springer (Publisher)
Bestseller No. 7
Geometric Data Analysis: An Empirical Approach to Dimensionality Reduction and the Study of Patterns
  • Amazon Kindle Edition
  • Kirby, Michael (Author)
  • English (Publication Language)
  • 325 Pages - 04/21/2008 (Publication Date) - Wiley-Interscience (Publisher)
Bestseller No. 8
Open Problems in Spectral Dimensionality Reduction (SpringerBriefs in Computer Science)
  • Amazon Kindle Edition
  • Strange, Harry (Author)
  • English (Publication Language)
  • 103 Pages - 01/07/2014 (Publication Date) - Springer (Publisher)
Bestseller No. 9
Materials Science and Engineering: Chapter 6. Data Dimensionality Reduction in Materials Science
  • Amazon Kindle Edition
  • Samudrala, S. (Author)
  • English (Publication Language)
  • 42 Pages - 07/10/2013 (Publication Date) - Butterworth-Heinemann (Publisher)
Bestseller No. 10
Kindle Paperwhite (8 GB) – Now with a 6.8" display and adjustable warm light – Black
  • Kindle Paperwhite – Now with a 6.8” display and thinner borders, adjustable warm light, up to 10 weeks of battery life, and 20% faster page turns.
  • Purpose-built for reading – With a flush-front design and 300 ppi glare-free display that reads like real paper, even in bright sunlight.
  • More books in more places – Store thousands of titles, then take them all with you. A single charge via USB-C last weeks, not hours.
  • Easy on the eyes – Now with adjustable warm light to shift screen shade from white to amber.
  • Waterproof reading – Built to withstand accidental immersion in water, so you’re good from the beach to the bath.
SaleBestseller No. 11
Kindle (2019 release) - With a Built-in Front Light - Black
  • Purpose-built for reading with a 167 ppi glare-free display that reads like real paper, even in direct sunlight.
  • Adjustable brightness lets you read comfortably—indoors and outdoors, day and night.
  • A single battery charge lasts weeks, not hours.
  • 8 GB of storage means thousands of titles on hand all in a compact size.
  • Read distraction-free. Highlight passages, look up definitions, translate words, and adjust text size—without ever leaving the page.
SaleBestseller No. 12
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  • SKILLS LEARNED: Real-world (business) math, money, addition, subtraction, fractions, fast paced mental math, run & grow a business, social...
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Bestseller No. 13
Machine Learning for Risk Calculations: A Practitioner's View (The Wiley Finance Series)
  • Amazon Kindle Edition
  • Ruiz, Ignacio (Author)
  • English (Publication Language)
  • 427 Pages - 12/20/2021 (Publication Date) - Wiley (Publisher)
SaleBestseller No. 14
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  • Scent-Sational: This 6-pack of relaxing and refreshing shower melts features the sublime scents of 1x Lavender, 1x Menthol & Eucalyptus, 1x Vanilla,...
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Bestseller No. 15
Kobo Libra 2 | eReader | 7” Glare Free Touchscreen | Waterproof | Adjustable Brightness and Color...
  • 𝗚𝗟𝗔𝗥𝗘 𝗙𝗥𝗘𝗘 & 𝗜𝗠𝗣𝗥𝗢𝗩𝗘𝗗 𝗦𝗖𝗥𝗘𝗘𝗡 - Kobo Libra 2's improved 7" HD E Ink Carta 1200...
  • 𝗔𝗦 𝗔𝗗𝗔𝗣𝗧𝗔𝗕𝗟𝗘 𝗔𝗦 𝗬𝗢𝗨 𝗔𝗥𝗘 - Kobo Libra 2's ergonomic design feels good in your hands. Keep the...
  • 𝗟𝗜𝗦𝗧𝗘𝗡 𝗔𝗧 𝗬𝗢𝗨𝗥 𝗟𝗘𝗜𝗦𝗨𝗥𝗘 - Kobo Libra 2 supports Kobo Audiobooks with Bluetooth wireless...
  • 𝗙𝗨𝗟𝗟𝗬 𝗪𝗔𝗧𝗘𝗥𝗣𝗥𝗢𝗢𝗙* - You can take your story to the park, the beach, the tub, or even out in the rain....
  • 𝗙𝗨𝗟𝗟 𝗢𝗙 𝗣𝗢𝗦𝗦𝗜𝗕𝗜𝗟𝗜𝗧𝗜𝗘𝗦 - 𝗔𝗡𝗗 𝗨𝗣 𝗧𝗢 𝟮𝟰,𝟬𝟬𝟬...
Bestseller No. 16
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
  • Amazon Kindle Edition
  • Zheng, Alice (Author)
  • English (Publication Language)
  • 325 Pages - 03/23/2018 (Publication Date) - O'Reilly Media (Publisher)
Bestseller No. 17
Machine Learning and Data Science in the Oil and Gas Industry: Best Practices, Tools, and Case...
  • Amazon Kindle Edition
  • English (Publication Language)
  • 273 Pages - 03/04/2021 (Publication Date) - Gulf Professional Publishing (Publisher)
Bestseller No. 18
Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and...
  • Amazon Kindle Edition
  • Chui, Charles K. (Author)
  • English (Publication Language)
  • 573 Pages - 10/01/2013 (Publication Date) - Atlantis Press (Publisher)
Bestseller No. 19
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FAQ:

Q: What are the methods of dimensionality reduction?

A: This series of approaches and methods are also known as Dimensionality Reduction Algorithms. Feature Selection. Feature selection is a means of selecting the input data set’s optimal, relevant features and removing irrelevant features. Filter methods. This method filters down the data set into a relevant subset. Wrapper methods.

Q: What are the disadvantages of dimensionality reduction in computer vision?

A: The main disadvantage of dimensionality reduction is that it does not guarantee the reconstruction of the original data. For example, in PCA, two data points that are very close together in the input space may end up very far away from each other in the output. This makes it difficult to find the input point in the output data.

Q: What is the use of dimensionality in research?

A: It is often used in conjunction with clustering techniques or classification techniques to project the data into a lower dimensional space to facilitate visualizing the data and finding patterns. What are ways of reducing dimensionality?

Q: Can we reduce dimen-sionality?

A: Dimensionality Reduction: A Comparative Review Laurens van der Maaten Eric Postma Jaap van den Herik TiCC, Tilburg University 1 Introduction Real-world data, such as speech signals, digital photographs, or fMRI scans, usually has a high dimen-sionality. In order to handle such real-world data adequately, its dimensionality needs to be reduced.

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