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Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques

2010-07-31 Computers
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Release : 2010-07-31
Genre : Computers
Kind : eBook
Book Rating : 123/5 ( reviews)

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Book Synopsis Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques by : Lodhi, Huma

Download or read book Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques written by Lodhi, Huma. This book was released on 2010-07-31. Available in PDF, EPUB and Kindle. Book excerpt: "This book is a timely compendium of key elements that are crucial for the study of machine learning in chemoinformatics, giving an overview of current research in machine learning and their applications to chemoinformatics tasks"--Provided by publisher.

Chemoinformatics and Advanced Machine Learning Perspectives

2011
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Release : 2011
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Chemoinformatics and Advanced Machine Learning Perspectives by : Huma M. Lodhi

Download or read book Chemoinformatics and Advanced Machine Learning Perspectives written by Huma M. Lodhi. This book was released on 2011. Available in PDF, EPUB and Kindle. Book excerpt: "This book is a timely compendium of key elements that are crucial for the study of machine learning in chemoinformatics, giving an overview of current research in machine learning and their applications to chemoinformatics tasks"--Provided by publisher.

Chemoinformatics

2012-07-27 Science
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Release : 2012-07-27
Genre : Science
Kind : eBook
Book Rating : 231/5 ( reviews)

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Book Synopsis Chemoinformatics by : Hossein G. Gilani

Download or read book Chemoinformatics written by Hossein G. Gilani. This book was released on 2012-07-27. Available in PDF, EPUB and Kindle. Book excerpt: Chemoinformatics: Advanced Control and Computational Techniques provides an important understanding of the main computational techniques used for processing chemical and biological structural data. The theoretical background to a number of techniques is introduced. General data analysis techniques and examination of the application techniques in the industy are presented, along with current practices and current research. The book also provides practical experience of commercially available systems and includes small-scale chemoinformatics-related projects. The book offers scope for academics, researchers, and engineering professionals. Chapters range from new methods to novel applications of existing methods and help provide an understanding of the material and/or structural behavior of new and advanced systems. It includes innovative chapters on the growth of educational, scientific, and industrial research activities among chemical engineers. It provides the latest coverage of chemical databases and the development of new computational methods and efficient algorithms for chemical software and chemical engineering.

Encyclopedia of Physical Organic Chemistry, 6 Volume Set

2017-04-17 Science
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Release : 2017-04-17
Genre : Science
Kind : eBook
Book Rating : 451/5 ( reviews)

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Book Synopsis Encyclopedia of Physical Organic Chemistry, 6 Volume Set by : Zerong Wang

Download or read book Encyclopedia of Physical Organic Chemistry, 6 Volume Set written by Zerong Wang. This book was released on 2017-04-17. Available in PDF, EPUB and Kindle. Book excerpt: Winner of 2018 PROSE Award for MULTIVOLUME REFERENCE/SCIENCE This encyclopedia offers a comprehensive and easy reference to physical organic chemistry (POC) methodology and techniques. It puts POC, a classical and fundamental discipline of chemistry, into the context of modern and dynamic fields like biochemical processes, materials science, and molecular electronics. Covers basic terms and theories into organic reactions and mechanisms, molecular designs and syntheses, tools and experimental techniques, and applications and future directions Includes coverage of green chemistry and polymerization reactions Reviews different strategies for molecular design and synthesis of functional molecules Discusses computational methods, software packages, and more than 34 kinds of spectroscopies and techniques for studying structures and mechanisms Explores applications in areas from biology to materials science The Encyclopedia of Physical Organic Chemistry has won the 2018 PROSE Award for MULTIVOLUME REFERENCE/SCIENCE. The PROSE Awards recognize the best books, journals and digital content produced by professional and scholarly publishers. Submissions are reviewed by a panel of 18 judges that includes editors, academics, publishers and research librarians who evaluate each work for its contribution to professional and scholarly publishing. You can find out more at: proseawards.com Also available as an online edition for your library, for more details visit Wiley Online Library

Artificial Intelligence in Bioinformatics and Chemoinformatics

2023-10-11 Science
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Release : 2023-10-11
Genre : Science
Kind : eBook
Book Rating : 754/5 ( reviews)

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Book Synopsis Artificial Intelligence in Bioinformatics and Chemoinformatics by : Yashwant Pathak

Download or read book Artificial Intelligence in Bioinformatics and Chemoinformatics written by Yashwant Pathak. This book was released on 2023-10-11. Available in PDF, EPUB and Kindle. Book excerpt: The authors aim to shed light on the practicality of using machine learning in finding complex chemoinformatics and bioinformatics applications as well as identifiying AI in biological and chemical data points. The chapters are designed in such a way that they highlight the important role of AI in chemistry and bioinformatics particularly for the classification of diseases, selection of features and compounds, dimensionality reduction and more. In addition, they assist in the organization and optimal use of data points generated from experiments performed using AI techniques. This volume discusses the development of automated tools and techniques to aid in research plans. Features Covers AI applications in bioinformatics and chemoinformatics Demystifies the involvement of AI in generating biological and chemical data Provides an Introduction to basic and advanced chemoinformatics computational tools Presents a chemical biology based toolset for artificial intelligence usage in drug design Discusses computational methods in cancer, genome mapping, and stem cell research

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