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  • Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach

    A Publication, Nikunj Oza's Collection - 6 years, 1 month ago

    Shared By: Nikunj Oza

    In this paper we propose an innovative learning algorithm - a variation of One-class  Support Vector Machines (SVMs) learning algorithm to produce sparser solutions ...

    meatball
  • Pseudo-Label Generation for Multi-Label Text Classification

    A Publication, Nikunj Oza's Collection - 6 years, 1 month ago

    Shared By: Nikunj Oza

    With the advent and expansion of social networking, the amount of generated text data has seen a sharp increase. In order to handle such a ...

    meatball
  • Rotor health monitoring combining spin tests and data-driven anomaly detection methods

    A Publication, Nikunj Oza's Collection - 6 years, 1 month ago

    Shared By: Nikunj Oza

    Health monitoring is highly dependent on sensor systems that are capable of performing in various engine environmental conditions and able to transmit a signal upon ...

    meatball
  • An Overview of Selected Prognostic Technologies with Reference to an Integrated PHM Architecture

    A Publication, Prognostics CoE Publications - 6 years, 1 month ago

    Shared By: Miryam Strautkalns

    This chapter reviewed generic prognosis algorithmic approaches and introduced some of the basics associated with probabilistic predictions and a required architecture for performing prognostics on ...

    meatball
  • Data Mining in Systems Health Management

    A Publication, Prognostics CoE Publications - 6 years, 1 month ago

    Shared By: Miryam Strautkalns

    This chapter presents theoretical and practical aspects associated to the implementation of a combined model-based/data-driven approach for failure prognostics based on particle filtering algorithms, in ...

    meatball
  • Prognostic Performance Metrics

    A Publication, Prognostics CoE Publications - 6 years, 1 month ago

    Shared By: Miryam Strautkalns

    This chapter presents several performance metrics for offline evaluation of prognostics algorithms. A brief overview of different methods employed for performance evaluation is also included. ...

    meatball
  • Basic Principles - Chapter 6

    A Publication, Prognostics CoE Publications - 6 years, 1 month ago

    Shared By: Miryam Strautkalns

    This chapter described at a very high level some of the considerations that need to be made when designing algorithms for a vehicle health management ...

    meatball
  • Algorithms and their Impact on Integrated Vehicle Health Management - Chapter 7

    A Publication, Prognostics CoE Publications - 6 years, 1 month ago

    Shared By: Miryam Strautkalns

    This chapter discussed some of the algorithmic choices one encounters when designing an IVHM system. While it would be generally desirable to be able to ...

    meatball
  • The Role of Safety in IVHM - Chapter 9

    A Publication, Prognostics CoE Publications - 6 years, 2 months ago

    Shared By: Miryam Strautkalns

    When we address safety in a book on the business case for IVHM, the question arises whether safety isn’t inherently in conflict with the need ...

    meatball
  • Data sets from FLTz study by Stanford

    A Dataset, PSU-AMES FOQA Project - 6 years, 2 months ago

    Shared By: Santanu Das

    For further description of the data set please refer to the paper titled "Detecting Aircraft Performance Anomalies from Cruise Flight Data", Published at 2010 AIAA ...

  • CRM CONVENTIONAL BASELINE UPDATE

    A Publication, Structural Efficiency - 6 years, 2 months ago

    Shared By: JAMES MOORE

  • General Purpose Data-Driven System Monitoring for Space Operations

    A Publication, MARK SCHWABACHER's Collection - 6 years, 3 months ago

    Shared By: MARK SCHWABACHER

    Modern space propulsion and exploration system designs are becoming increasingly sophisticated and complex. Determining the health state of these systems using traditional methods is becoming ...

    meatball
  • Force fight under inconsistent ommission error

    A Dataset, AFCS - Distributed Systems - 6 years, 3 months ago

    Shared By: Kevin Schweiker

    Matlab code to generate plots associated with the force fight associated a triple redundant command module under an inconsistent ommission error.

    meatball
  • Comparison of Algorithms for Anomaly Detection in Flight Recorder Data of Airline Operations

    A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 6 years, 5 months ago

    Shared By: Santanu Das

    Published at 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSM 17 - 19 September 2012, Indianapolis, Indiana

    meatball
  • Structural Concepts References

    A Publication, Structural Efficiency - 6 years, 5 months ago

    Shared By: CAROL WIESEMAN

    I am uploading these here so they are available to whoever has time to study them. I hope to get to them soon - these ...