SKU: 59055044334

Advanced Analysis of Gene Expression M..

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Description

Advanced Analysis of Gene Expression M..This book focuses on the development and application of the latest advanced data mining, machine learning, and visualization techniques for the identification of interesting, significant, and novel patterns in gene expression microarray data. Biomedical researchers will find this book invaluable for learning the cutting edge methods for analyzing gene expression microarray data. Specifically, the coverage includes the following state of the art

This book focuses on the development and application of the latest advanced data mining, machine learning, and visualization techniques for the identification of interesting, significant, and novel patterns in gene expression microarray data.

 

Biomedical researchers will find this book invaluable for learning the cutting-edge methods for analyzing gene expression microarray data. Specifically, the coverage includes the following state-of-the-art methods:

 

- Gene-based analysis: the latest novel clustering algorithms to identify co-expressed genes and coherent patterns in gene expression microarray data sets

 

- Sample-based analysis: supervised and unsupervised methods for the reduction of the gene dimensionality to select significant genes. A series of approaches to disease classification and discovery are also described

 

- Pattern-based analysis: methods for ascertaining the relationship between (subsets of) genes and (subsets of) samples. Various novel pattern-based clustering algorithms to find the coherent patterns embedded in the sub-attribute spaces are discussed

 

- Visualization tools: various methods for gene expression data visualization. The visualization process is intended to transform the gene expression data set from high-dimensional space into a more easily understood two- or three-dimensional space.

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SKU: 59055044334

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Amazon Customer
Pawtucket, US
★★★★★ 5
Long lasting
Color: Green
My dog has played with this pickle for a long time. Very durable. Has teeth marks but she is unable to tear it apart. Be careful where your dog leaves it because it easily rolls. My husband can attest to that. He stepped on it, it rolled and landed on the ground. When asked what happened to his leg he replies "I slipped on a Pickle".
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Reviewed in the United States on May 9, 2026
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SILVERBAK904
Los Angeles, US
★★★★★ 5
The dog loves it
Color: Green
The dog loves it and it’s extremely durable
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Reviewed in the United States on March 22, 2026
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nicole neira
Omaha, US
★★★★★ 5
The best toy!
Color: Green
My dogs favorite toy! Extremely chew resistant!
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Reviewed in the United States on June 4, 2026
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Darian Fadeley
Phoenix, US
★★★★★ 5
Favorite , hardy chews
Color: yellow
Strong, tough, my Bandit pup loves it & recognizes it when I ask him to go get it. Perfect size perfect chew
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Reviewed in the United States on April 10, 2026
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DW37
Boise, US
★★★★★ 1
No tough pickle
Color: Green
This pickle didn’t last an hour with my chewer. I wouldn’t call this tough or durable
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Reviewed in the United States on December 18, 2025

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