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  • DXC'09 Industrial Track Sample Data

    A Dataset, First International Diagnostic Competition - 13 years, 4 months ago

    Shared By: SCOTT POLL

    Sample data, including nominal and faulty scenarios, for Tier 1 and Tier 2 of the First International Diagnostic Competition. Three file formats are provided, tab-delimited ...

    meatball
  • Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks

    A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago

    Shared By: Kanishka Bhaduri

    This paper proposes a scalable, local privacy preserving algorithm for distributed Peer-to-Peer (P2P) data aggregation useful for many advanced data mining/analysis tasks such as average/sum ...

    meatball
  • Distributed Anomaly Detection Using Satellite Data From Multiple Modalities

    A Publication, Kanishka Bhaduri's Collection - 13 years, 3 months ago

    Shared By: Kanishka Bhaduri

    There has been a tremendous increase in the volume of Earth Science data over the last decade from modern satellites, in-situ sensors and different climate ...

  • Privacy Preserving Outlier Detection through Random Nonlinear Data Distortion

    A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago

    Shared By: Kanishka Bhaduri

    Consider a scenario in which the data owner has some private/sensitive data and wants a data miner to access it for studying important patterns without ...

  • ν-Anomica: A Fast Support Vector based Novelty Detection Technique

    A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago

    Shared By: Kanishka Bhaduri

    In this paper we propose ν-Anomica, a novel anomaly detection technique that can be trained on huge data sets with much reduced running time compared ...

    meatball
  • A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks

    A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago

    Shared By: Kanishka Bhaduri

    This paper describes a local and distributed expectation maximization algorithm for learning parameters of Gaussian mixture models (GMM) in large peer-to-peer (P2P) environments. The algorithm ...

    meatball
  • Fast and Flexible Multivariate Time Series Subsequence Search

    A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago

    Shared By: Kanishka Bhaduri

    Multivariate Time-Series (MTS) are ubiquitous, and are generated in areas as disparate as sensor recordings in aerospace systems, music and video streams, medical monitoring, and ...

  • Indir Jaganjac

    Other, Indir Jaganjac's Collection - 13 years, 4 months ago

    Shared By: Indir Jaganjac

    My new photo

    meatball
  • Second International Diagnostic Competition - DXC'10 Slides

    Other, Second International Diagnostic Competition - 13 years, 4 months ago

    Shared By: SCOTT POLL

    Slides presented at DXC'10 session of 21st International Workshop on Principles of Diagnosis

    meatball
  • Second International Diagnostic Competition - DXC'10

    A Publication, Second International Diagnostic Competition - 13 years, 4 months ago

    Shared By: SCOTT POLL

    A framework to compare and evaluate diagnosis algorithms (DAs) has been created jointly by NASA Ames Research Center, Palo Alto Research Center, and Delft University ...

    meatball
  • DXC'10 Results

    Other, Second International Diagnostic Competition - 13 years, 4 months ago

    Shared By: SCOTT POLL

    Results for the DXC'10 Industrial Track.

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  • DXC'10 Framework and Oracle

    Other, Second International Diagnostic Competition - 13 years, 4 months ago

    Shared By: SCOTT POLL

    The DXC Framework is a collection of programs and APIs for running and evaluating diagnostic algorithms (DAs) under identical experimental conditions. It is complementary to ...

    meatball
  • DXC'10 Industrial Track Competition Data

    A Dataset, Second International Diagnostic Competition - 12 years, 12 months ago

    Shared By: SCOTT POLL

    Competition data, including nominal and faulty scenarios, for Diagnostic Problems I and II of the Second International Diagnostic Competition. Three file formats are provided, tab-delimited ...

    meatball
  • DXC'10 Industrial Track Sample Data

    A Dataset, Second International Diagnostic Competition - 13 years, 4 months ago

    Shared By: SCOTT POLL

    Sample data, including nominal and faulty scenarios, for Diagnostic Problems I and II of the Second International Diagnostic Competition. Three file formats are provided, tab-delimited ...

    meatball
  • Sharepoint Link

    Other, Machine Learning and Controls Lab Development - 13 years, 4 months ago

    Shared By: RODNEY MARTIN

    Link to Sharepoint website containing a repository of more detailed internal information for authorized users

    meatball