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R Deep Learning Essentials
R Deep Learning Essentials

Key Features

  • Harness the ability to build algorithms for unsupervised data using deep learning concepts with R
  • Master the common problems faced such as overfitting of data, anomalous datasets, image recognition, and performance tuning while building the models
  • Build models relating to neural...
Robust Statistics: Theory and Methods (Probability and Statistics)
Robust Statistics: Theory and Methods (Probability and Statistics)
Classical statistical techniques fail to cope well with deviations from a standard distribution. Robust statistical methods take into account these deviations while estimating the parameters of parametric models, thus increasing the accuracy of the inference. Research into robust methods is flourishing, with new methods being developed and...
Food Allergy: Adverse Reaction to Foods and Food Additives
Food Allergy: Adverse Reaction to Foods and Food Additives

Edited by world-renowned experts in the field, Food Allergy covers pediatric and adult adverse reactions to foods and food additives in one comprehensive volume. Designed to be a practical, readable reference for use in the hospital or private practice setting, the text is organized into five sections covering basic and clinical...

Statistical Bioinformatics: with R
Statistical Bioinformatics: with R

Bioinformatics is an emerging field in which statistical and computational techniques are used extensively to analyze and interpret biological data obtained from high-throughput genomic technologies. Genomic technologies allow us to monitor thousands of biological processes going on inside living organisms in one snapshot, and are...

Functional Foods and Biotechnology (Food Science and Technology)
Functional Foods and Biotechnology (Food Science and Technology)

World-wide there are more overweight and obese people (1 billion) than there are malnourished (0.8 billion). Today the challenge lies not just in meeting basic nutritional needs, but providing additional protective ingredients to help prevent the major chronic diseases associated with obesity. Biotechnology has become an important tool in...

Technological Innovation Across Nations: Applied Studies of Coevolutionary Development
Technological Innovation Across Nations: Applied Studies of Coevolutionary Development

The book offers an interesting blend of applied state-of-the-art studies of coevolutionary development of institutions, innovation diffusion and innovative entrepreneurship, not published anywhere else. It can firstly be classified as belonging to mainstream endogenous growth studies on the country level, and secondly, to mainstream evolutionary...

Bioactives in Fruit: Health Benefits and Functional Foods
Bioactives in Fruit: Health Benefits and Functional Foods

For centuries we have known that fruit is important for health, but we are only just beginning to fully understand why.  Bioactives in Fruit: Health Benefits and Functional Foods aims to summarise some of our current knowledge on the bioactive compounds that are associated with the health benefits of...

Nutraceutical Proteins and Peptides in Health and Disease (Nutraceutical Science and Technology)
Nutraceutical Proteins and Peptides in Health and Disease (Nutraceutical Science and Technology)

Reports of the beneficial health effects of some peptides have begun to make their way into the scientific literature. Peptides can act as immunomodulators, and have been shown to have a positive influence on calcium absorption, and on regulation of serum cholesterol. A number of peptides may also possess antimicrobial properties that enhance...

Python for Bioinformatics
Python for Bioinformatics

Programming knowledge is often necessary for finding a solution to a biological problem. Based on the author’s experience working for an agricultural biotechnology company, Python for Bioinformatics helps scientists solve their biological problems by helping them understand the basics of programming. Requiring no prior...

Metaheuristics: Progress in Complex Systems Optimization (Operations Research/Computer Science Interfaces Series)
Metaheuristics: Progress in Complex Systems Optimization (Operations Research/Computer Science Interfaces Series)
Metaheuristics has grown and continues to grow steadily. Seen both from the technical point of view and from the application-oriented side, these optimization tools have established their value in a remarkable story of success. Researchers have demonstrated the ability of these methods to solve hard combinatorial problems of practical sizes within...
Flavonoids: Chemistry, Biochemistry and Applications
Flavonoids: Chemistry, Biochemistry and Applications
It is with great pleasure that we accepted the offer by CRC Press to assemble and edit this compilation of reviews on flavonoids and their properties and functions for the present volume. We considered the volume timely in that the last book of this general type, The Flavonoids—Advances in Research Since 1986 (edited by...
Design of Medical Electronic Devices
Design of Medical Electronic Devices

Most of the advances in medicine today are related to medical technology. On one hand, we have the pharmaceutical companies with their efforts to develop new drugs and treatments for many kinds of diseases. These efforts have been for the most part very lucrative since pharmaceutical and biotechnology companies have for many years enjoyed...

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