Elementary Cluster Analysis: Four Basic Methods that (Usually) Work - Image 1

£47.48

River Publishers Elementary Cluster Analysis: Four Basic Methods that (Usually) Work

Name: Elementary Cluster Analysis: Four Basic Methods that (Usually) Work
Brand: River Publishers
Price: 47.48 GBP
Availability: InStock

Energy

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

£47 today · cheaper than every other day in the last 3 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 71 days · 71 data points (no recent data)

Historical

Generating forecast…

Price Distribution

Price distribution over 71 days • 1 price levels

Days at Price

Price Analysis

Most common price: £47 (71 days, 100.0%)

Price range: £47 - £47

Price levels: 1 different prices over 71 days

Description

The availability of packaged clustering programs means that anyone with data can easily do cluster analysis on it. But many users of this technology don't fully appreciate its many hidden dangers. In today's world of "grab and go algorithms," part of my motivation for writing this book is to provide users with a set of cautionary tales about cluster analysis, for it is very much an art as well as a science, and it is easy to stumble if you don't understand its pitfalls. Indeed, it is easy to trip over them even if you do! The parenthetical word usually in the title is very important, because all clustering algorithms can and do fail from time to time. Modern cluster analysis has become so technically intricate that it is often hard for the beginner or the non-specialist to appreciate and understand its many hidden dangers. Here's how Yogi Berra put it, and he was right: In theory there's no difference between theory and practice. In practice, there is ~Yogi Berra This book is a step backwards, to four classical methods for clustering in small, static data sets that have all withstood the tests of time. The youngest of the four methods is now almost 50 years old: Gaussian Mixture Decomposition (GMD, 1898) SAHN Clustering (principally single linkage (SL, 1909)) Hard c-means (HCM, 1956, also widely known as (aka) "k-means") Fuzzy c-means (FCM, 1973, reduces to HCM in a certain limit) The dates are the first known writing (to me, anyway) about these four models. I am (with apologies to Marvel Comics) very comfortable in calling HCM, FCM, GMD and SL the Fantastic Four. Cluster analysis is a vast topic. The overall picture in clustering is quite overwhelming, so any attempt to swim at the deep end of the pool in even a very specialized subfield requires a lot of training. But we all start out at the shallow end (or at least that's where we should start!), and this book is aimed squarely at teaching toddlers not to be afraid of the water. There is no section of this book that, if explored in real depth, cannot be expanded into its own volume. So, if your needs are for an in-depth treatment of all the latest developments in any topic in this volume, the best I can do - what I will try to do anyway - is lead you to the pool, and show you where to jump in.

Product Specifications

Brand: River Publishers
Format: paperback
ASIN: 8770042721
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Electrical > Energy
Domain: Amazon UK
Release Date: 21 October 2024
Listed Since: 03 September 2024

Barcode

No barcode data available

River Publishers Elementary Cluster Analysis: Four Basic Methods that (Usually) Work

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

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods)

Clustering: A Data Recovery Approach, Second Edition: 19 (Chapman & Hall/CRC Computer Science & Data Analysis)

Mathematical Classification and Clustering: 11 (Nonconvex Optimization and Its Applications, 11)

Clustering: A Data Recovery Approach, Second Edition

Reverse Clustering: Formulation, Interpretation and Case Studies: 957 (Studies in Computational Intelligence, 957)

Spatial Cluster Modelling (Monographs on Statistics and Applied Probability)

Advances in K-means Clustering: A Data Mining Thinking (Springer Theses)

Cluster Analysis (SAGE Benchmarks in Social Research Methods)

Cluster Analysis, 5th Edition (Wiley Series in Probability and Statistics)

Advances in Data Clustering: Theory and Applications

Data Clustering in C++: An Object-Oriented Approach: 20 (Chapman & Hall/CRC Data Mining and Knowledge Discovery)

Data Analysis, Classification, and Related Methods (Studies in Classification, Data Analysis, and Knowledge Organization)

New Developments in Classification and Data Analysis: Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian ... Data Analysis, and Knowledge Organization)

Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition (Wiley IBM PC Series)

Clustering: Theoretical And Practical Aspects

An Introduction to Clustering with R: 1 (Behaviormetrics: Quantitative Approaches to Human Behavior, 1)

Data Clustering with Python: From Theory to Implementation (Chapman & Hall/CRC The Python Series)

Model-Based Clustering, Classification, and Density Estimation Using mclust in R (Chapman & Hall/CRC The R Series)

Practical Guide to Cluster Analysis in R: Unsupervised Machine Learning: Volume 1 (Multivariate Analysis)

Model-Based Clustering and Classification for Data Science: With Applications in R: Series Number 50 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 50)

Clustering Algorithms & Mathematical Modeling (Mathematical Research Developments)

Classification, Clustering, and Data Analysis: Recent Advances and Applications (Studies in Classification, Data Analysis, and Knowledge Organization)

Data Analysis and Classification: Proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di ... Data Analysis, and Knowledge Organization)

Wiley Clustering: 10 (IEEE Press Series on Computational Intelligence)