See All Resources (34)

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  • algorithm

    An Algorithm, bo li's Collection - 9 years, 6 months ago

    Shared By: bo li

    meatball
  • MKAD (Open Sourced Code)

    An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 1 year, 3 months ago

    Shared By: Bryan Matthews

    The Multiple Kernel Anomaly Detection (MKAD) algorithm is designed for anomaly detection over a set of files. It combines multiple kernels into a single optimization ...

    meatball
  • Fast discriminative latent Dirichlet allocation

    An Algorithm, Hanhuai Shan's Collection - 9 years, 8 months ago

    Shared By: Hanhuai Shan

    This is the code for fast discriminative latent Dirichlet allocation, which is an algorithm for topic modeling and text classification. The related paper is at ...

    meatball
  • nu-Anomica algorithm

    An Algorithm, Santanu Das's Collection - 8 years, 9 months ago

    Shared By: Santanu Das

    One-class nu-Support Vector machine (SVMs) learning technique maps the input data into a much higher dimensional space and then uses a small portion of the ...

    meatball
  • cepstral analysis

    An Algorithm, Indir Jaganjac's Collection - 9 years, 11 months ago

    Shared By: Indir Jaganjac

    power cepstrum of sound, speech and vibrations using log of power spectrum estimation (periodogram)

    meatball
  • Blind Source Separation

    An Algorithm, Indir Jaganjac's Collection - 9 years, 11 months ago

    Shared By: Indir Jaganjac

    Blind source separation in Simulink using STFT and inverse STFT (Signal processing blockset).

    meatball
  • OPC_NARX_LWPR

    An Algorithm, Indir Jaganjac's Collection - 9 years, 11 months ago

    Shared By: Indir Jaganjac

    Matrikon OPC server Recurrent NARX NNs LWPR

    meatball
  • Highly Scalable Matching Pursuit Signal Decomposition Algorithm

    An Algorithm, Santanu Das's Collection - 9 years, 6 months ago

    Shared By: Santanu Das

    The Matching Pursuit Decomposition (MPD) algorithm is a greedy feature extraction algorithm with many applications, especially in Structural Health Monitoring (SHM). The algorithm is powerful, ...

    meatball
  • stableGP

    An Algorithm, Ashok Srivastava's Collection - 6 years, 9 months ago

    Shared By: Ashok Srivastava

    The code in the stableGP package implements Gaussian process calculations using efficient and numerically stable algorithms. Description of the algorithms is in the paper "Stable ...

    meatball
  • HyDE

    An Algorithm, Sriram Narasimhan's Collection - 10 years ago

    Shared By: Sriram Narasimhan

    HyDE is a model-based diagnosis engine for stochastic hybrid systems. HyDE uses transitional and behavioral models of the system to diagnose the occurrence of unobserved ...

    meatball
  • Orca

    An Algorithm, MARK SCHWABACHER's Collection - 10 years ago

    Shared By: MARK SCHWABACHER

    Orca is a data-driven, unsupervised anomaly detection algorithm that uses a distance-based approach. It uses a novel pruning rule that allows it to run in ...

  • Inductive Monitoring System (IMS)

    An Algorithm, DAVID IVERSON's Collection - 10 years ago

    Shared By: DAVID IVERSON

    IMS: Inductive Monitoring System The Inductive Monitoring System (IMS) is a tool that uses a data mining technique called clustering to extract models of normal ...

  • Optimal Alarm Systems

    An Algorithm, Optimal Alarm Systems for Anomaly Detection - 5 years, 10 months ago

    Shared By: RODNEY MARTIN

    An optimal alarm system is simply an optimal level-crossing predictor that can be designed to elicit the fewest false alarms for a fixed detection probability. ...

    meatball
  • Mixture Density Mercer Kernels

    An Algorithm, Ashok Srivastava's Collection - 6 years, 9 months ago

    Shared By: Ashok Srivastava

    We present a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture ...

  • Mariana

    An Algorithm, DAWN MCINTOSH's Collection - 10 years ago

    Shared By: DAWN MCINTOSH

    The Mariana source code has been open sourced. Download the tar file Mariana.tgz below. I would love feedback. Mariana is an auto-classifier algorithm that efficiently ...