MACHINE LEARNING APPROACHES TO BIOINFORMATICS (Science, Engineering, and Biology Informatics, 4)

Yang, Zheng Rong

ISBN 10: 981428730X / ISBN 13: 9789814287302

Verlag: World Scientific Pub Co Inc, 2010

Beschreibung

Bestandsnummer des Verkäufers I-9789814287302

Bibliografische Details

• Titel: MACHINE LEARNING APPROACHES TO BIOINFORMATICS (Science, Engineering, and Biology Informatics, 4)
• Verlag: World Scientific Pub Co Inc
• Erscheinungsjahr: 2010
• Sprache: Englisch
• ISBN-10: 981428730X
• ISBN-13: 9789814287302
• Einband: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

This book covers a wide range of subjects in applying machine learning approaches for bioinformatics projects. The book succeeds on two key unique features. First, it introduces the most widely used machine learning approaches in bioinformatics and discusses, with evaluations from real case studies, how they are used in individual bioinformatics projects. Second, it introduces state-of-the-art bioinformatics research methods. The theoretical parts and the practical parts are well integrated for readers to follow the existing procedures in individual research.Unlike most of the bioinformatics books on the market, the content coverage is not limited to just one subject. A broad spectrum of relevant topics in bioinformatics including systematic data mining and computational systems biology researches are brought together in this book, thereby offering an efficient and convenient platform for teaching purposes.An essential reference for both final year undergraduates and graduate students in universities, as well as a comprehensive handbook for new researchers, this book will also serve as a practical guide for software development in relevant bioinformatics projects.

Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.