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updated almost 3 years ago

JPEG Compression (DCT) by Vinay Kumar Tadepalli

Vinay Kumar Tadepalli

JPEG compression using Discrete Cosine Transform Technique (image processing, simulation, signal processing)

dct1.m

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updated 17 days ago

Multiclass SVM classifier by Tarek Lajnef

Tarek Lajnef

Train and perform multiclasses SVM classifier (classification, signal processing, dendrogram)

Best_feature(mat,label,sigma)

Classify_DSVM(test_data,label,svmstruct)

FWSP_SVM(data,label,sigma,nb_cvfolds)

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updated 1 year ago

Backtracking Search Optimization Algorithm by PINAR CIVICIOGLU

PINAR CIVICIOGLU

A new swarm-based global optimization algorithm for real valued numerical optimization problems. (optimization, signal processing, image processing)

FoxHoles(x,mydata)

[fname,fnc,low,up,dim]=setttingOfBenchmarkFnc(i)

ackley(x,mydata)

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updated 10 months ago

Sound analysis with Matlab Implementation by Hristo Zhivomirov

Hristo Zhivomirov

Time and frequency analysis, measurement of the crest factor, the dynamic range, etc. (signal processing, sound analisys, not a function)

Sound_Analysis.m

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updated 10 months ago

Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial by ted p teng

ted p teng

A tutorial on detection of retinal vessels by Gabor transform and machine learning (pattern recognition, vessel segmentaion, machine learning)

Gabor_GLM_FEX.m

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updated almost 3 years ago

Measures of Analysis of Time Series toolkit (MATS) by Dimitris Kugiumtzis

Dimitris Kugiumtzis

MATS computes many measures of scalar time series analysis on many time series in one go. (signal processing, simulation, statistics)

AAFTsur(xV,nsur)

AMRBootstrap(xV,arm,nsur)

ARMAfitite(xV,mV,pV,TV)

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updated 1 year ago

Differential Search Algorithm: A modernized particle swarm optimization algorithm by PINAR CIVICIOGLU

PINAR CIVICIOGLU

DSA is a modernized particle swarm optimization algorithm. (simulation, optimization, statistics)

ds(method,fnc,mydata,size_of_superorganism,size_of_one_cl...

out=circlefit(X,mydata)

out=weierstrass(X,str)

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updated 3 months ago

Random Data Classification by Etienne Combrisson

Etienne Combrisson

Create and classify random data sets (signal processing, classification, random)

ClassifyLDA(x,y,cross_type,cross_nb,rep)

StatTh(y,alpham)

StatThInv(y,DA)

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updated 15 days ago

ProcessNetwork Version 1.4 Software by Ben Ruddell

Ben Ruddell

Functions for the delineation of Dynamical Process Networks using Information Theory (information theory, statistics, shannon entropy)

AdjMatrices(T,SigThreshT,TvsIzero)

DoProduction(T)

GetEvenBinEdgesGlobal(sampleMat,nBinVect,NoDataCode,useVa...

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updated 1 year ago

Working with Time-Series Data in MATLAB by Abhaya

Abhaya

These are the example files for the webinar: "Working with Time-Series Data in MATLAB". (data exploration, interpolation, data import)

createfigure(X1, Y1)

ausmap.m

format_data.m

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updated 2 months ago

Weighted Iterative Truncated Mean Filter by Miao Zhenwei

Miao Zhenwei

WITM filters (image processing, signal processing, filter)

GWITM.m

LCWITM_filter.m

LCWITM.m

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updated almost 6 years ago

Principal Component Spectral Analysis by Martti K

Martti K

A two-dimensional histogram of Power Spectral Densities. (signal processing)

pcsa(X, paxis, faxis, varargin)

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updated almost 2 years ago

3D Turbulent Wind Field Simulation by means of Sandia Method for wind energy applications by Francesco Perrone

Francesco Perrone

3D turbulent wind field generator with Kaimal model (turbulence wind field..., turbulent wind, signal processing)

wind_gen.m

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updated almost 9 years ago

WEACLIM by Vincent Moron

Vincent Moron

WEACLIM analyses, transforms and generate daily time series (of rainfall) for downscaling studies (climate, downscaling, statistical analysis)

X=shiftgrid(Y,lon,lat,choice);

[A_verif,B_verif,ADJ,ADJM]=mos_cca(X,Y,stand,choice,latx,...

[CLUS,mean_cluster,CLUSMOD,RAINMOD,ID]=weather_type_model...

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updated 8 years ago

Data Analysis with MATLAB Products - August 2006 Webinar Files by Stuart Kozola

Stuart Kozola

Files used in the August 10, 2006 Webinar of same title (statistics, probability, survival)

Analyzing Seat Vibration Data Using MATLAB Products

createfigure(x1, y1, y2, y3, y4, y5)

getSeatData(fileNameBase,showplot)

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updated 4 years ago

Mutual Information -2 variablle by Taesam Lee

Taesam Lee

Estimate Mutual Information with kernel density function (simulation, optimization, signal processing)

[Ixy,lambda]=MutualInfo(X,Y)

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updated 8 months ago

Automated EEG Repair Tool by Kristjan-Julius

Kristjan-Julius

Automatically detects and repairs EEG data that is noisy or contains artifacts (eeg, interpolation, automatic)

coreEXE( cfg, data )

defineBadNeigh( cfg, eeg_data )

detectionAlgorithm( prestim, freq, eeg_data )

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updated 3 months ago

Principal component analysis for structural damage detection by Jhonatan Camacho

Jhonatan Camacho

Implementation of PCA base line models for structural damage detection. (signal processing, statistics, data exploration)

PCA_FaultDetection.m

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updated 5 years ago

Using MATLAB(R) and the Statistics ToolboxTM for Design for Six Sigma (DFSS) by Dan Doherty

Dan Doherty

M-files used in the webinar held on November 2, 2005 (statistics, probability, design for six sigma)

x=coded2real(z,bounds)

Fandemo.m

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updated 8 years ago

bispectr by Eugene V. Makarov

Eugene V. Makarov

fast bispectrum estimation (spectral analysis, statistics, fft)

[varargout]=bispectr(x,nf,nt,fs)

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updated 5 years ago

BeadFluct v1.0 by Fabian Czerwinski

Fabian Czerwinski

Monte-Carlo simulation to calculate position of micronsized particles in optical trap (biotech, signal processing, simulation)

[header, t, Mx]=BeadFluct(m,n,fsample, r, fc)

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updated 4 months ago

AndrasHartmann/gapreconst2 by ahartmann

ahartmann

Reconstruction of Physiological time-series (biotech, blood pressure, ecg)

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updated 4 months ago

AndrasHartmann/HIVid by ahartmann

ahartmann

Identification of HIV time-series (biotech, system identification, dsp)

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updated 4 months ago

AndrasHartmann/gapreconst by ahartmann

ahartmann

Reconstruction of Physiological time-series (filter, ecg, signal processing)

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