Catálogo de publicaciones - libros
Medical Informatics: Knowledge Management and Data Mining in Biomedicine
Hsinchun Chen ; Sherrilynne S. Fuller ; Carol Friedman ; William Hersh (eds.)
Resumen/Descripción – provisto por la editorial
No disponible.
Palabras clave – provistas por la editorial
Health Informatics; IT in Business; Bioinformatics; Information Systems and Communication Service; Biomedical Engineering; e-Commerce/e-business
Disponibilidad
| Institución detectada | Año de publicación | Navegá | Descargá | Solicitá |
|---|---|---|---|---|
| No detectada | 2005 | SpringerLink |
Información
Tipo de recurso:
libros
ISBN impreso
978-0-387-24381-8
ISBN electrónico
978-0-387-25739-6
Editor responsable
Springer Nature
País de edición
Reino Unido
Fecha de publicación
2005
Información sobre derechos de publicación
© Springer Science+Business Media, Inc. 2005
Cobertura temática
Tabla de contenidos
Joint Learning Using Multiple Types of Data and Knowledge
Zan Huang; Hua Su; Hsinchun Chen
This chapter discusses joint learning research in biomedical domains. A brief review of the field of joint learning research is given, with emphases on the large-scale data and knowledge resources used for learning and the central biological questions involved. Two representative joint learning case studies are presented with algorithmic details. The two case studies involved two representative joint learning tasks, protein function classification and regulatory network learning, and two important algorithmic frameworks for joint learning, the kernel-based framework and probabilistic graphical models. A wide range of biological data and existing knowledge was also involved in these two studies.
Unit III - Text Mining and Data Mining | Pp. 593-624