Time Series Clustering and Classification by Elizabeth Ann Maharaj Paperback Boo
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Time Series Clustering and Classification by Elizabeth Ann Maharaj Paperback Boo
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Artikelmerkmale
- Artikelzustand
- ISBN-13
- 9781032093499
- Book Title
- Time Series Clustering and Classification
- ISBN
- 9781032093499
Über dieses Produkt
Product Identifiers
Publisher
CRC Press LLC
ISBN-10
1032093498
ISBN-13
9781032093499
eBay Product ID (ePID)
14074976678
Product Key Features
Number of Pages
246 Pages
Publication Name
Time Series Clustering and Classification
Language
English
Subject
Machine Theory, Probability & Statistics / General, General
Publication Year
2021
Type
Textbook
Subject Area
Mathematics, Computers, Reference
Series
Chapman and Hall/Crc Computer Science and Data Analysis Ser.
Format
Trade Paperback
Dimensions
Item Weight
16 Oz
Item Length
9.2 in
Item Width
6.1 in
Additional Product Features
Dewey Edition
23
Reviews
"The book represents 20 years of research by the authors. They have achieved the goal of gathering in one place a broad spectrum of clustering and classification techniques for time series, which have attracted substantial attention for the last few decades...The book contains a number of examples of clustering, which are intended to highlight the main theoretical models on real data...The book contains a large amount of theoretical information and practical examples and may be recommended as a desk book for young scientists and applied mathematicians." - Maria Ivanchuk, ISCB News, July 2020 "The authors of this book have more than 20 years of experience on the topic of time series clustering and classification. They consolidate many important methods and algorithms commonly used in time series clustering and classification practices published by various scientific journals. In addition, they provide Matlab and R code and corresponding datasets to reproduce the examples in the book...This book covers most classical and common techniques for time series clustering and classification. It consolidates different methods into an extensive coherent framework. This makes the book a good reference for students and researchers." - Ming Chen, JASA, August 2020
Illustrated
Yes
Dewey Decimal
519.55
Table Of Content
1. Introduction 2. Time Series Features and Models 3. Traditional cluster analysis 4. Fuzzy clustering 5. Observation-based clustering 6. Feature-based clustering 7. Model-based clustering 8. Other time series clustering approaches 9. Feature-based classification approaches 10. Other time series classification approaches 11.Software and Data Sets
Synopsis
This book includes relevant developments on observation-based, feature-based and model-based traditional and fuzzy clustering methods, feature-based and model-based classification methods, and machine learning methods. It presents a broad and self-contained overview of techniques for both researchers and students., The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathematicians, econometricians, computer scientists and many others. At the root of these techniques are algorithms and methods for clustering and classifying different types of large datasets, including time series data. Time Series Clustering and Classification includes relevant developments on observation-based, feature-based and model-based traditional and fuzzy clustering methods, feature-based and model-based classification methods, and machine learning methods. It presents a broad and self-contained overview of techniques for both researchers and students. Features Provides an overview of the methods and applications of pattern recognition of time series Covers a wide range of techniques, including unsupervised and supervised approaches Includes a range of real examples from medicine, finance, environmental science, and more R and MATLAB code, and relevant data sets are available on a supplementary website
LC Classification Number
QA280.M3345 2021
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Verkäuferbewertungen (1'072'383)
- m***4 (1619)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufLeaving positive feedback because 1) item was packed well & arrived as described 2) seller did give partial refund when subsequent price dropped below org purchase price. 3) communication was quick However, there was a downside to this transaction -item listed as in-stock but ended up waiting nearly a month for them to get it from their distributer then ship it to me (bought June 29th, arrived around July 21). Auction said 12-15 days. Better clarity would have prevented lot of frustrationStreet Fighter II - Guile (Player 2) Figure - 6 Inch (Nr. 365698737394)
- c***a (121)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThe seller was very responsive and answered me on a timely matter. The product itself came in its packaging and was new, not used at all. The packaging was not beat up or anything, safely delivered to my mailbox. No mix ups and zero stress with delivery. The price for the product is completely understandable for the product. I really appreciate the seller and I am very happy to have purchased through this seller. Completely trustable!Mosby's Pharmacy Technician: Principles and Practice by Elsevier Inc (English) P (Nr. 396170382415)
- n***i (5)- Bewertung vom Käufer.Letzter MonatBestätigter KaufMy statue was exactly as described, it was un-opened and in perfect condition! Totally wirth the price. Getting it shipped took a little long but the seller was very responsive when I messaged and sent me the tracking as soon as it was available. Plus they did a good job packaging it well enough that despite being banged up on the outside my item was completely undamaged.