Intelligent Data Analysis in Science -

Intelligent Data Analysis in Science

H. Cartwright (Herausgeber)

Buch | Hardcover
220 Seiten
2000
Oxford University Press (Verlag)
978-0-19-850233-3 (ISBN)
72,30 inkl. MwSt
This is a fundamental reference work for any scientist contemplating using AI for data analysis.
Scientists have been enthusiastic advocates of computational methods of data analysis for as long as computers have been widely available. This book introduces the growing range of computational methods which arise from research into Artificial Intelligence (AI), and which are coming to be recognised as tools of great potential in modern scientific analysis. These methods offer tremendous potential in the analysis of scientific data: papers reporting the application of AI methods in chemistry are currently being published at a rate of several hundred a year; similar figures apply to other areas of science, and the numbers are increasing rapidly. This book leads the reader into the relevant research literature, and provides both the principles and applications of the subject at a level accessible to senior undergraduates and beginning postgraduates.

CONTENTS LIST - PAGE 1 ; 1. INTRODUCTION TO INTELLIGENT DATA ANALYSISD BRYNN HIBBERT2. KNOWLEDGE TRANSFER: HUMAN EXPERTS TO EXPERT SYSTEMSSHARBARI LAHIRI AND MARTIN J STILLMAN3. THE GENETIC ALGORITHMS, LINKAGE LEARNING, AND SCALABLE DATA MININGHILLOL KARGUPTA, ELEONORA RIVA SANSEVERINO, ERIK JOHNSON, AND SAMIR AGRAWAL4. THEORY AND APPLICATION OF FUZZY METHODOLOGYPAUL P WANG AND FUJI LAI5. DATA REPRESENTATIONS FOR EVOLUTIONARY COMPUTATIONIAN C PARMEE, CARLOS A COELLO COELLO, AND ANDREW H WATSON6. APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS TO THE ANALYSIS OF MULTIVARIATE DATAROYSTON GOODACRE7. APPLICATIONS OF KNOWLEDGE-BASED SYSTEMSMARY MULHOLLAND AND D BRYNN HIBBERT8. AUTOMATIC DESIGN OF ANALOG ELECTRICAL CIRCUITS USING GENETIC PROGRAMMINGJOHN R KOZA, FORREST H BENNETT III, DAVID ANDRE, AND MARTIN A KEANEINDEX

Erscheint lt. Verlag 1.9.2000
Reihe/Serie Oxford Chemistry Masters ; 4
Zusatzinfo numerous line figures
Verlagsort Oxford
Sprache englisch
Maße 193 x 253 mm
Gewicht 623 g
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Naturwissenschaften
ISBN-10 0-19-850233-8 / 0198502338
ISBN-13 978-0-19-850233-3 / 9780198502333
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Datenanalyse für Künstliche Intelligenz

von Jürgen Cleve; Uwe Lämmel

Buch | Softcover (2024)
De Gruyter Oldenbourg (Verlag)
74,95
Auswertung von Daten mit pandas, NumPy und IPython

von Wes McKinney

Buch | Softcover (2023)
O'Reilly (Verlag)
44,90