Statistical Analysis of Massive Data Streams : Proceedings of a Workshop.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Statistics, Committee on Applied and Theoretical
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Washington : National Academies Press, 2004.
Temas:
Mathematical statistics.
Statistics > Data processing.
Statistique > Informatique.
Mathematical statistics
Statistics > Data processing
Acceso en línea:Texto completo
Tabla de Contenidos:
  • STATISTICAL ANALYSIS OF MASSIVE DATA STREAMS
  • Copyright
  • ACKNOWLEDGEMENT OF REVIEWERS
  • Preface and Workshop Rationale
  • Sallie Keller-McNulty Welcome and Overview of Sessions
  • TRANSCRIPT OF PRESENTATION
  • James Schatz Welcome and Overview of Sessions
  • TRANSCRIPT OF PRESENTATION
  • Douglas Nychka, Chair of Session on Atmospheric and Meteorological Data Introduction by Session Chair
  • TRANSCRIPT OF PRESENTATION
  • John Bates Exploratory Climate Analysis Tools for Environmental Satellite and Weather Radar Data
  • ABSTRACT OF PRESENTATION
  • 1. Introduction2. Philosophy of the use of remote sensing data for climate monitoring
  • TRANSCRIPT OF PRESENTATION
  • Amy Braverman Statistical Challenges in the Production and Analysis of Remote Sensing Earth Science Data at the Jetâ€?
  • TRANSCRIPT OF PRESENTATION
  • Ralph Milliff Global and Regional Surface Wind Field Inferences from Spaceborne Scatterometer Data
  • TRANSCRIPT OF PRESENTATION
  • Global and Regional Surface Wind Field Inferences Given Spaceborne Scatterometer Data Ralph F. Milliff
  • GLOBAL AND REGIONAL SURFACE WIND FIELD INFERENCES FROM SPACE-BORNE SCATTEROMETER DATABlending QSCAT and Weather-Center Analysis Winds
  • Bayesian Inference for Surface Winds in the Labrador Sea
  • Bayesian Hierarchical Model for Surface Winds in the Tropics
  • A Bayesian Hierarchical Air-Sea Interaction Model
  • References
  • Figure Captions
  • Summary
  • Report from Breakout Group
  • David Scott, Chair of Session on High-Energy Physics Introduction by Session Chair
  • TRANSCRIPT OF PRESENTATION
  • Robert Jacobsen Statistical Analysis of High Energy Physics Data
  • TRANSCRIPT OF PRESENTATIONPaul Padley Some Challenges in Experimental Particle Physics Data Streams
  • ABSTRACT OF PRESENTATION
  • TRANSCRIPT OF PRESENTATION
  • Miron Livny Data Grids (or, A Distributed Computing View of High Energy Physics)
  • TRANSCRIPT OF PRESENTATION
  • Report from Breakout Group
  • Daryl Pregibon Keynote Address: Graph Miningâ€?Discovery in Large Networks
  • ABSTRACT OF PRESENTATION
  • TRANSCRIPT OF PRESENTATION
  • Sallie Keller-McNulty, Chair of Session on Integrated Data Systems Introduction by Session Chair
  • TRANSCRIPT OF PRESENTATIONJ. Douglas Beason Global Situational Awareness
  • ABSTRACT OF PRESENTATION
  • TRANSCRIPT OF PRESENTATION
  • Kevin Vixie Incorporating Invariants in Mahalanobis Distance-Based Classifiers: Applications to Face Recognition
  • TRANSCRIPT OF PRESENTATION
  • INCORPORATING INVARIANTS IN MAHALANOBIS DISTANCE BASED CLASSIFIERS: APPLICATION TO FACE RECOGNITION
  • I. INTRODUCTION
  • II. COMBINING WITHIN CLASS COVARIANCES AND LINEAR APPROXIMATIONS TO INVARIANCES
  • III. FACE RECOGNITION RESULTS
  • IV. CONCLUSIONS
  • V. ACKNOWLEDGMENT
  • REFERENCES

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