See All Resources (34)


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 ...

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 ...

An Algorithm, Santanu Das's Collection  8 years, 9 months ago
Shared By: Santanu Das
Oneclass nuSupport Vector machine (SVMs) learning technique maps the input data into a much higher dimensional space and then uses a small portion of the ...

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)

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).

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

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 ...

An Algorithm, Sriram Narasimhan's Collection  10 years ago
Shared By: Sriram Narasimhan
HyDE is a modelbased diagnosis engine for stochastic hybrid systems. HyDE uses transitional and behavioral models of the system to diagnose the occurrence of unobserved ...

An Algorithm, MARK SCHWABACHER's Collection  10 years ago
Shared By: MARK SCHWABACHER
Orca is a datadriven, unsupervised anomaly detection algorithm that uses a distancebased 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 ...

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 levelcrossing 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  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 ...

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 autoclassifier algorithm that efficiently ...