algorithm

An Algorithm, bo li's Collection - 13 years, 7 months ago

Shared By: bo li

MKAD (Open Sourced Code)

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 5 years, 4 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 ...

Fast discriminative latent Dirichlet allocation

An Algorithm, Hanhuai Shan's Collection - 13 years, 9 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 ...

nu-Anomica algorithm

An Algorithm, Santanu Das's Collection - 12 years, 10 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 ...

cepstral analysis

An Algorithm, Indir Jaganjac's Collection - 14 years ago

Shared By: Indir Jaganjac

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

Blind Source Separation

An Algorithm, Indir Jaganjac's Collection - 14 years ago

Shared By: Indir Jaganjac

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

OPC_NARX_LWPR

An Algorithm, Indir Jaganjac's Collection - 14 years ago

Shared By: Indir Jaganjac

Matrikon OPC server Recurrent NARX NNs LWPR

Highly Scalable Matching Pursuit Signal Decomposition Algorithm

An Algorithm, Santanu Das's Collection - 13 years, 7 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, ...

stableGP

An Algorithm, Ashok Srivastava's Collection - 10 years, 10 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 ...

HyDE

An Algorithm, Sriram Narasimhan's Collection - 14 years, 1 month 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 ...

Orca

An Algorithm, MARK SCHWABACHER's Collection - 14 years, 1 month 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 - 14 years, 1 month 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 - 9 years, 11 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. ...

Mixture Density Mercer Kernels

An Algorithm, Ashok Srivastava's Collection - 10 years, 10 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 ...