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updated 16 days ago

Multiclass SVM classifier by Tarek Lajnef

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

Classify_DSVM(test_data,label,svmstruct)

Train_DSVM(train_data,train_label)

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updated 18 days ago

Weighted Iterative Truncated Mean Filter by Miao Zhenwei

WITM filters (image processing, signal processing, filter)

GWITM.m

LCWITM_filter.m

LCWITM.m

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updated 1 month ago

Principal component analysis for structural damage detection by 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 1 month ago

Random Data Classification by 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 1 month ago

Nonstationary Extreme Value Analysis (NEVA) Toolbox by HRL

Nonstationary Extreme Value Analysis (NEVA) (statistics, climate, extreme value analysi...)

GEVQQcheck(DATA,nsite,Now)

GPQQcheck(DATA,nsite)

Mann_Kendall(V,alpha)

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updated 3 months ago

AndrasHartmann/gapreconst2 by ahartmann

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

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updated 3 months ago

AndrasHartmann/HIVid by ahartmann

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

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updated 3 months ago

AndrasHartmann/gapreconst by ahartmann

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

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updated 6 months ago

Automated EEG Repair Tool by 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 12 months ago

Backtracking Search Optimization Algorithm by 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 1 year ago

Working with Time-Series Data in MATLAB by 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 1 year ago

Differential Search Algorithm: A modernized particle swarm optimization algorithm by 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 2 years ago

Measures of Analysis of Time Series toolkit (MATS) by 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 almost 3 years ago

JPEG Compression (DCT) by Vinay Kumar Tadepalli

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

dct1.m

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updated 4 years ago

Mutual Information -2 variablle by Taesam Lee

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

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

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updated 5 years ago

Using MATLAB(R) and the Statistics ToolboxTM for Design for Six Sigma (DFSS) by 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 5 years ago

BeadFluct v1.0 by 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 5 years ago

Principal Component Spectral Analysis by Martti K

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

pcsa(X, paxis, faxis, varargin)

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updated almost 8 years ago

bispectr by Eugene V. Makarov

fast bispectrum estimation (spectral analysis, statistics, fft)

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

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updated 8 years ago

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

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

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

getSeatData(fileNameBase,showplot)

myLPFilter

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updated 8 years ago

WEACLIM by 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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