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Sinopsis
Currently there are major challenges in data mining applications in the geosciences. This is due primarily to the fact that there is a wealth of available mining data amid an absence of the knowledge and expertise necessary to analyze and accurately interpret the same data. Most geoscientists have no practical knowledge or experience using data mining techniques. For the few that do, they typically lack expertise in using data mining software and in selecting the most appropriate algorithms for a given application. This leads to a paradoxical scenario of "rich data but poor knowledge". The true solution is to apply data mining techniques in geosciences databases and to modify these techniques for practical applications. Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists addresses these challenges by summarizing the latest developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information.
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Acerca del 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.
De la contraportada
Data Mining and Knowledge Discovery for Geoscientists
Guangren Shi
Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists summarizes the latest developments and practical data application techniques for geoscientists.
Data Mining and Knowledge Discovery for Geoscientists provides geoscientists with the urgently needed knowledge and experience to help them analyze and interpret data mining software and to select the most appropriate algorithms for a given application. In applying data mining techniques in geosciences databases and to modifying techniques for practical applications, Data Mining and Knowledge Discovery for Geoscientists addresses challenges faced by geoscientists.
Key Features:
- Focuses on 22 of data mining s most practical algorithms and popular application samples
- Features 41 case studies and end-of-chapter exercises unique to the geosciences to underscore key data mining applications
- Presents a practical and integrated system of data mining and knowledge discovery for geoscientists
- Rigorous yet broadly accessible to geoscientists, engineers, researchers, programmers in data mining as well as university students and lecturers in geosciences
- Introduces widely used algorithms, their basic principles and conditions of applications, diverse case studies, and suggests algorithms that may be suitable for specific applications.
Data Mining and Knowledge Discovery for Geoscientists summarizes the latest developments in geosciences data mining and arms scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information
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Data Mining and Knowledge Discovery for Geoscientists
Publicado por
Elsevier Science Nov 2013, 2013
ISBN 10: 0124104371
ISBN 13: 9780124104372
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Currently there are major challenges in data mining applications in the geosciences. This is due primarily to the fact that there is a wealth of available mining data amid an absence of the knowledge and expertise necessary to analyze and accurately interpret the same data. Most geoscientists have no practical knowledge or experience using data mining techniques. For the few that do, they typically lack expertise in using data mining software and in selecting the most appropriate algorithms for a given application. This leads to a paradoxical scenario of 'rich data but poor knowledge'. The true solution is to apply data mining techniques in geosciences databases and to modify these techniques for practical applications. Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists addresses these challenges by summarizing the latest developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information. 376 pp. Englisch. Nº de ref. del artículo: 9780124104372
Cantidad disponible: 2 disponibles
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Data Mining and Knowledge Discovery for Geoscientists
Librería: Chiron Media, Wallingford, Reino Unido
Calificación del vendedor: 4 de 5 estrellas
Hardcover. Condición: New. Nº de ref. del artículo: 6666-ELS-9780124104372
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Data Mining and Knowledge Discovery for Geoscientists
Librería: Revaluation Books, Exeter, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Hardcover. Condición: Brand New. 1st edition. 376 pages. 9.00x7.00x1.00 inches. In Stock. Nº de ref. del artículo: __0124104371
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Data Mining and Knowledge Discovery for Geoscientists
Impresión bajo demandaLibrería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Currently there are major challenges in data mining applications in the geosciences. This is due primarily to the fact that there is a wealth of available mining data amid an absence of the knowledge and expertise necessary to analyze and accurately interpret the same data. Most geoscientists have no practical knowledge or experience using data mining techniques. For the few that do, they typically lack expertise in using data mining software and in selecting the most appropriate algorithms for a given application. This leads to a paradoxical scenario of 'rich data but poor knowledge'. The true solution is to apply data mining techniques in geosciences databases and to modify these techniques for practical applications. Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists addresses these challenges by summarizing the latest developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information. Nº de ref. del artículo: 9780124104372
Cantidad disponible: 2 disponibles
Imagen de archivo
Data Mining and Knowledge Discovery for Geoscientists
Publicado por
Elsevier Science Publishing Co Inc, 2013
ISBN 10: 0124104371
ISBN 13: 9780124104372
Nuevo
Tapa dura
Librería: THE SAINT BOOKSTORE, Southport, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Hardback. Condición: New. New copy - Usually dispatched within 4 working days. 983. Nº de ref. del artículo: B9780124104372
Cantidad disponible: Más de 20 disponibles
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Data Mining and Knowledge Discovery for Geoscientists
Impresión bajo demandaLibrería: Brook Bookstore On Demand, Napoli, NA, Italia
Calificación del vendedor: 4 de 5 estrellas
Condición: new. Questo è un articolo print on demand. Nº de ref. del artículo: 1366b0ffe5d1cd5aa0479aacc4b4e8ac
Cantidad disponible: Más de 20 disponibles