عنوان

Scientific data mining and knowledge discovery: principles and foundations

عنوان اصلي

Scientific data mining and knowledge discovery: principles and foundations

محل نشرو پخش و غیره

Heidelberg; New York

نام ناشر، پخش کننده و غيره

Springer

تاریخ نشرو بخش و غیره

c2010

نام خاص و کميت اثر

x, 400 p.: ill.

متن يادداشت

Includes bibliographical references and index

متن يادداشت

Mohamed Medhat Gaber, editor

متن يادداشت

Introduction / Mohamed Medhat Gaber -- Part I. Background. Machine learning / Achim Hoffmann and Ashesh Mahidadia ; Statistical inference / Shahjahan Khan ; The philosophy of science and its relation to machine learning / Jon Williamson ; Concept formation in scientific knowledge discovery from a constructivist view / Wei Peng and John S. Gero ; Knowledge representation and ontologies / Stephan Grimm -- Part II. Computational science. Spatial techniques / Nafaa Jabeur and Nabil Sahli ; Computational chemistry / Hassan Safouhi and Ahmed Bouferguene ; String mining in bioinformatics / Mohamed Abouelhoda and Moustafa Ghanem -- Part III. Data mining and knowledge discovery. Knowledge discovery and reasoning in geospatial applications / Nabil Sahli and Nafaa Jabeur ; Data mining and discovery of chemical knowledge / Lu Wencong ; Data mining and discovery of astronomical knowledge / Ghazi Al-Naymat -- Part IV. Future trends. On-board data mining / Steve Tanner, Cara Stein, and Sara J. Graves ; Data streams: an overview and scientific applications / Charu C. Aggarwal -- Index

عنصر شناسه ای

، Data mining

عنصر شناسه ای

، Computational intelligence

عنصر شناسه ای

، Machine learning

عنصر شناسه ای

Databases ، Science

عنصر شناسه ای

، Data mining

عنصر شناسه ای

، Datenanalyse

عنصر شناسه ای

، Wissenschaftliche Datenbank

عنصر شناسه ای

، Wissenserwerb

شماره

شماره رده

کد نقش

TI

عنصر شناسه اي

AU Gaber, Mohamed Medhat Editor