Usama Fayyad

San Francisco Bay Area Contact Info
18K followers 500+ connections

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About

Chairman & Founder, Open Insights in Silicon Valley/Seattle - Founded 2008 and served as…

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Activity

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Experience & Education

  • Institute for Experiential AI at Northeastern University

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Licenses & Certifications

Volunteer Experience

  • NASA Jet Propulsion Laboratory Graphic

    Editor-in-Chief, Prog Committees, Not-for-profits Boards: Entrepreneur/Social, Univ Advisory Boards

    NASA Jet Propulsion Laboratory

    - Present 30 years 7 months

    Many scientific Conferences: Program Committees or Chair, Advisory Boards of Academic Institutes, Editor-in-Chief of Scientific Journals, Boards of Several not-for-profit organizations

Publications

Patents

  • Keyword set and target audience profile generalization techniques

    Issued US 7,822,745

    Other inventors

  • Method of reducing dimensionality of a set of attributes used to characterize a sparse data set

    Issued US 6,735,589

    Other inventors

  • Identifying and reporting on frequent sequences of events in usage data

    Issued US 7,051,029

    Other inventors

  • Visualizing automatically generated segments

    Issued US 6,871,196

    Other inventors

  • Varying cluster number in a scalable clustering system for use with large databases

    Issued US 6,449,612

    Other inventors

  • Multi-dimensional database record compression utilizing optimized cluster models

    Issued US 6,633,882

    Other inventors

  • Retrofitting recommender system for achieving predetermined performance requirements

    Issued US 6,643,645

    Other inventors

  • Iterative validation and sampling-based clustering using error-tolerant frequent item sets

    Issued US 6,490,582

    Other inventors

  • Data clustering using error-tolerant frequent item sets

    Issued US 6,567,936

    Other inventors

  • Preference-based catalog browser that utilizes a belief network

    Issued US 6,633,852

    Other inventors
    • David E. Heckerman
    • Christopher A. Meek

  • Method and apparatus for visualizing and exploring large hierarchical structures

    Issued US 6,496,208

    Other inventors
    • Jeff Bernhardt

  • Multi-dimensional database and data cube compression for aggregate query support on numeric dimensions

    Issued US 6,549,907

    Other inventors

  • Scalable system for clustering of large databases having mixed data attributes

    Issued US 6,581,058

    Other inventors

  • Density-based indexing method for efficient execution of high dimensional nearest-neighbor queries on large databases

    Issued US 6,263,334

    Other inventors

  • Method and system for visualization of clusters and classifications

    Issued US 6,216,134

    Other inventors
    • David E. Heckerman
    • David Maxwell Chickering
    • Christopher A. Meek

  • Scalable system for expectation maximization clustering of large databases

    Issued US 6,263,337

    Other inventors

  • Scalable system for clustering of large databases

    Issued US 6,374,251

    Other inventors

  • Scalable system for K-means clustering of large databases

    Issued US 6,012,058

    Other inventors

  • Use of the UNPIVOT relational operator in the efficient gathering of sufficient statistics for data mining

    Issued US 6,044,366

    Other inventors

  • Method for refining the initial conditions for clustering with applications to small and large database clustering

    Issued US 6,115,708

    Other inventors

  • Method for apparatus for efficient mining of classification models from databases

    Issued US 6,212,526

    Other inventors

Languages

  • Arabic

    -

  • French

    -

Organizations

  • Association of Computing Machinery

    Director SIGKDD

    - Present

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