Machine Learning Methodologies To Study Molecular Interactions

Author : Elif Ozkirimli
Publisher : Frontiers Media SA
ISBN 13 : 2889741214
Total Pages : 147 pages
Book Rating : 4.12/5 ( download)

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Download or read book Machine Learning Methodologies To Study Molecular Interactions written by Elif Ozkirimli and published by Frontiers Media SA. This book was released on 2022-01-21 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr. Elif Ozkirimli is a full time employee of F. Hoffmann-La Roche AG, Switzerland and Dr. Artur Yakimovich is a full time employee of Roche Products Limited, UK. All other Topic Editors declare no competing interests with regards to the Research Topic.

Author : Quan Zou
Publisher : Frontiers Media SA
ISBN 13 : 2832516017
Total Pages : 150 pages
Book Rating : 4.10/5 ( download)

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Download or read book Machine learning for biological sequence analysis written by Quan Zou and published by Frontiers Media SA. This book was released on 2023-03-09 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Joel Robert Bock
Publisher :
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.30/5 ( download)

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Download or read book Biomolecular Interactions Using Machine Learning written by Joel Robert Bock and published by . This book was released on 2003 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Isabel Moreno Indias
Publisher : Frontiers Media SA
ISBN 13 : 2889766780
Total Pages : 133 pages
Book Rating : 4.89/5 ( download)

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Download or read book Microbiome and Machine Learning written by Isabel Moreno Indias and published by Frontiers Media SA. This book was released on 2022-08-02 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Huixiao Hong
Publisher : Springer
ISBN 13 : 3030164438
Total Pages : 412 pages
Book Rating : 4.30/5 ( download)

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Download or read book Advances in Computational Toxicology written by Huixiao Hong and published by Springer. This book was released on 2019-05-21 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive review of both traditional and cutting-edge methodologies that are currently used in computational toxicology and specifically features its application in regulatory decision making. The authors from various government agencies such as FDA, NCATS and NIEHS industry, and academic institutes share their real-world experience and discuss most current practices in computational toxicology and potential applications in regulatory science. Among the topics covered are molecular modeling and molecular dynamics simulations, machine learning methods for toxicity analysis, network-based approaches for the assessment of drug toxicity and toxicogenomic analyses. Offering a valuable reference guide to computational toxicology and potential applications in regulatory science, this book will appeal to chemists, toxicologists, drug discovery and development researchers as well as to regulatory scientists, government reviewers and graduate students interested in this field.

Author : Quan Zou
Publisher : Frontiers Media SA
ISBN 13 : 2889632148
Total Pages : 485 pages
Book Rating : 4.45/5 ( download)

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Download or read book Machine Learning Techniques on Gene Function Prediction written by Quan Zou and published by Frontiers Media SA. This book was released on 2019-12-04 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Gennady Verkhivker
Publisher : Frontiers Media SA
ISBN 13 : 2889631362
Total Pages : 129 pages
Book Rating : 4.60/5 ( download)

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Download or read book Machine Learning in Biomolecular Simulations written by Gennady Verkhivker and published by Frontiers Media SA. This book was released on 2019-10-21 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning methods such as neural networks, non-linear dimensionality reduction techniques, random forests and others meet in this research topic with biomolecular simulations. The authors of eight articles applied these methods to analyze simulation results, accelerate simulations or to make molecular mechanics force fields more accurate.

Author : Lodhi, Huma
Publisher : IGI Global
ISBN 13 : 1615209123
Total Pages : 418 pages
Book Rating : 4.25/5 ( download)

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Download or read book Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques written by Lodhi, Huma and published by IGI Global. This book was released on 2010-07-31 with total page 418 pages. 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.

Author : Xiangxiang Zeng
Publisher : MDPI
ISBN 13 : 3039211951
Total Pages : 390 pages
Book Rating : 4.51/5 ( download)

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Download or read book Molecular Computing and Bioinformatics written by Xiangxiang Zeng and published by MDPI. This book was released on 2019-07-11 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text will provide the most recent knowledge and advances in the area of molecular computing and bioinformatics. Molecular computing and bioinformatics have a close relationship, paying attention to the same object but working towards different orientations. The articles will range from topics such as DNA computing and membrane computing to specific biomedical applications, including drug R&D and disease analysis.

Author : Werner Dubitzky
Publisher : Springer
ISBN 13 : 9781441998620
Total Pages : 0 pages
Book Rating : 4.24/5 ( download)

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Download or read book Encyclopedia of Systems Biology written by Werner Dubitzky and published by Springer. This book was released on 2013-06-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems biology refers to the quantitative analysis of the dynamic interactions among several components of a biological system and aims to understand the behavior of the system as a whole. Systems biology involves the development and application of systems theory concepts for the study of complex biological systems through iteration over mathematical modeling, computational simulation and biological experimentation. Systems biology could be viewed as a tool to increase our understanding of biological systems, to develop more directed experiments, and to allow accurate predictions. The Encyclopedia of Systems Biology is conceived as a comprehensive reference work covering all aspects of systems biology, in particular the investigation of living matter involving a tight coupling of biological experimentation, mathematical modeling and computational analysis and simulation. The main goal of the Encyclopedia is to provide a complete reference of established knowledge in systems biology – a ‘one-stop shop’ for someone seeking information on key concepts of systems biology. As a result, the Encyclopedia comprises a broad range of topics relevant in the context of systems biology. The audience targeted by the Encyclopedia includes researchers, developers, teachers, students and practitioners who are interested or working in the field of systems biology. Keeping in mind the varying needs of the potential readership, we have structured and presented the content in a way that is accessible to readers from wide range of backgrounds. In contrast to encyclopedic online resources, which often rely on the general public to author their content, a key consideration in the development of the Encyclopedia of Systems Biology was to have subject matter experts define the concepts and subjects of systems biology.