Knowledge Guided Machine Learning: Accelerating Discovery Using Scientific Knowledge and Data - Couverture souple

Livre 54 sur 54: Chapman & Hall/CRC Data Mining and Knowledge Discovery
 
9780367698201: Knowledge Guided Machine Learning: Accelerating Discovery Using Scientific Knowledge and Data
Couverture souple
ISBN 10 : 036769820X ISBN 13 : 9780367698201
Editeur : Chapman & Hall/CRC, 2024

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman & Hall/CRC
Date d'édition
2024
Langue
anglais
ISBN 10 
036769820X
ISBN 13 
9780367698201
Reliure
Broché
Nombre de pages
430
Éditeur
Karpatne Anuj, Kannan Ramakrishnan, Kumar Vipin
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780367693411: Knowledge-Guided Machine Learning: Accelerating Discovery Using Scientific Knowledge and Data

Edition présentée

ISBN 10 :  0367693410 ISBN 13 :  9780367693411
Editeur : Chapman & Hall/CRC, 2022
Couverture rigide