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Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) - Tapa blanda

Libro 55 de 56: Chapman & Hall/CRC Data Mining and Knowledge Discovery
 
9780367698201: Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
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ISBN 10: 036769820X ISBN 13: 9780367698201
Editorial: Chapman and Hall/CRC, 2024

Sinopsis

Knowledge Guided Machine Learning provides an introduction to this rapidly growing field by discussing some of the common themes of research in SGML, using illustrative examples and case studies from diverse application domains and research communities as contributed book chapters.

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Acerca del autor

Anuj Karpatne is an Assistant Professor in the Department of Computer Science at Virginia Tech. His research focuses on pushing on the frontiers of knowledge-guided machine learning by combining scientific knowledge and data in the design and learning of machine learning methods to solve scientific and societally relevant problems.

Ramakrishnan Kannan is the group leader for Discrete Algorithms at Oak Ridge National Laboratory. His research expertise is in distributed machine learning and graph algorithms on HPC platforms and their application to scientific data with a specific interest for accelerating scientific discovery.

Vipin Kumar is a Regents Professor at the University of Minnesota’s Computer Science and Engineering Department. His current major research focus is on knowledge-guided machine learning and its applications to understanding the impact of human induced changes on the Earth and its environment.

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Editorial
Chapman and Hall/CRC
Año de publicación
2024
Idioma
Inglés
ISBN 10 
036769820X
ISBN 13 
9780367698201
Encuadernación
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Número de edición
1
Número de páginas
444
Editor
Karpatne Anuj, Kannan Ramakrishnan, Kumar Vipin
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9780367693411: Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Edición Destacada

ISBN 10:  0367693410 ISBN 13:  9780367693411
Editorial: Chapman and Hall/CRC, 2022
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