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updated 30 days ago

Loading MIMIC II data using windows, matlab and postgre SQL by Shuang Wang

Loading MIMIC II data using matlab and postgre SQL (mimic ii, database, postgre sql)

RunSQLCmdStr(cmdStr, conn, fid, showFlag)

import_mimicII_data.m

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updated 1 year ago

Java based Matlab file downloader by Shuang Wang

This Java based Matlab file downloader supports proxy, proxy testing, https, http forwarding (downloader, http, https)

downloadUrl(link, filePath, skipExistingFile, retryLimit,...

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updated 1 year ago

Implementation of Image warping by Shuang Wang

This is a matlab implementation of image warping algorithm. (image processing, image warping)

warping.m

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updated 1 year ago

Calculate number of cycles in genetic 2-Break distance problem by Shuang Wang

Given two genomes, find the shortest sequence of 2-Breaks transforming one genome into another (gene, 2break distance, break transforming)

Dist_2break()

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updated 1 year ago

Channel Noise Estimation Using Particle based Belief Propagation for LDPC decoding in AWGN and BSC by Shuang Wang

Channel Noise Estimation Using Particle based Belief Propagation for LDPC decoding in AWGN and BSC (particle filter, belief propagation, channel coding)

[source_x, source_y] =generateSource(channelType_java, tr...

[trueChannelNoise, inputChannelNoise] =generateChannelNoi...

getChannelNoiseModel(channelType_java)

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updated 1 year ago

secret image sharing scheme by Shuang Wang

An implementation of secret sharing scheme on image (secret sharing, image processing)

ImageSharing

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updated 1 year ago

Hierarchical Kalman Filter for clinical time series prediction by Shuang Wang

It is an implementation of hierarchical (a.k.a. multi-scale) Kalman filter using belief propagation. (belief propagation, bp, message passing)

EMConvergence(msg, varNode, ts_data, numLevels)

EMForMultiScaleKalmanFilter(msg, varNode, belief, ts_data...

GaussianDivision(G1, G2)

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updated 1 year ago

Java implantation of LDPC decoding with Matlab interface for both AWGN and BSC by Shuang Wang

This is a Java implantation of LDPC decoding with Matlab interface for both AWGN and BSC channels (ldpc decoding, belief propagation, bp)

initializeJava(javaPath)

loadPCHK( pegFile)

progressBar(h, currentPos, maxPos)

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updated 1 year ago

This is an implementation of (7,4) hamming code using belief propagation by Shuang Wang

An implementation of (7,4) hamming code using belief propagation (hamming code, belief propagation, channel coding messag...)

fun1(y, x, p)

fun2(x1, x2)

sumMsg(x, edgeIDArray, messageV2F, jV)

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updated 1 year ago

Distributed Storage based on Secret Sharing Schemes (D4S) by Shuang Wang

Distributed Storage based on Secret Sharing Schemes (secret sharing, distributed storage, cryptography)

ImageSharing

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updated 1 year ago

Implementations of Kalman Filter using both message passing algorithm and standard matrix operations by Shuang Wang

This is a demo of using message passing algorithm (belief propagation) to implement Kalman Filter. (kalman filter, belief propagation, message passing)

GaussianMultiply(G1, G2)

eyeInf(len)

initializeMessage(T, mu_0, V_0, d_x, y, B, V_W)

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updated 1 year ago

Distributed logistic regression using expectation propagation. by Shuang Wang

Clients and server are connected through socket for performing distributed logistic regression. (distributed logistic ..., expectation propagati..., network socket)

EXPLORER_client(username, password, taskID, dataFile, ser...

bpm_ep(X, Y, type, prior_mean, prior_variance, state)

classify_ep(obj, X)

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updated 1 year ago

Privacy Preserving Smart Metering based on Randomized Response Model by Shuang Wang

The is an implementation of the randomized response model for privacy preserving smart metering (privacypreserving sma..., expectation propagati..., gaussian mixture mode...)

[axout,h1,h2]=errorBarSemilogyy(varargin)

[axout,h1,h2]=errorBarplotyy(varargin)

emgm(X, init, fixed_mean_pos, time_ID)

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