Search Results for "data mining matlab" - Page 12
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Showing 592 open source projects for "data mining matlab"
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Facial Expression Recognition
Facial Expression Recognition System - Matlab source code
We propose an algorithm for facial expression recognition which can classify the given image into one of the seven basic facial expression categories (happiness, sadness, fear, surprise, anger, disgust and neutral). PCA is used for dimensionality reduction in input data while retaining those characteristics of the data set that contribute most to its variance, by keeping lower-order principal components and ignoring higher-order ones. Such low-order components contain the "most important"... -
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GUItars
GUItars is designed for the analysis of high throughput RNAi data.
Please refer to the original article published in PLOS ONE at http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0049386. GUItars's user-friendly graphical interface enables rapid analysis of RNAi and small molecule screens. GUItars uses SSMD for hit selection, which is preferred for its ability to diminish sample size effects and the false hit rate, making it superior to other widely used HTS analysis methods. The program can handle the analysis for screens without... -
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EXIMS
EXploring Imaging Mass Spectrometry data
EXIMS: an improved data analysis pipeline based on a new peak picking method for EXploring Imaging Mass Spectrometry data. -
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math lib for .NET. n-dim arrays, complex numbers, linear algebra, FFT, sorting, cells- and logical arrays as well as 3D plotting classes help developing algorithms on every platform supporting .NET. Sources from SVN, binaries: http://ilnumerics.net
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The c2001 spatio-temporal mining library
An open source spatio-temporal data mining library
Current functions: 1. The General Association Rule Mining Framework(GARMF) library, which support mining association rules from transactions(boolean, weighted, fuzzy), spatial datasets (vector and raster) and spatio-temporal datasets (raster snapshots). Besides it support incremental mining. 2. Rule Filtering Library (RFL), a library for rule evaluation. 3. Besides, DAP-Shell, a GUI shell for GARMF and RFL, will be provided. However I'll pay no more attention on it. -
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CNV Explorer
Interactive Copy Number Analysis for Cancer Genomics
CNV Explorer for Gene discovery: https://arraycgh.shinyapps.io/CNV_Explorer/ CNV Explorer for survival analysis: https://arraycgh.shinyapps.io/CNV_Explorer_Survival/ CNV_Explorer is a data mining tool for cancer researchers interested in the structural and copy number changes that happen in cancer genomes. Huge volumes of genomics data from nearly every cancer type are now freely available and several online databases have begun to collate and store this information. However, current tools focus on individual gene queries rather than chromosomal and region-based queries more relevant to some researchers. ... -
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Toolboxes for SPM (http://www.fil.ion.ucl.ac.uk/spm/) developed at Freiburg Brain Imaging (http://fbi.uniklinik-freiburg.de/)
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Cenobi
cost estimation and management accounting, using neural networks
Cenobi is designed for management accountants, not (only) for statisticians and data mining experts. Carefully arranged default settings make sure you can concentrate on Cenobi's many accounting features rather than worrying about setting up artificial neural networks or genetic algorithms, which are the main machine learning tools under Cenobi's hood. Cenobi's main benefits are: - ease of use - Utilizing artificial neural networks to estimate cost relationships, Cenobi is able to reflect the non-linear cost-behavior, that occurs in most business processes... -
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Appliance Usage Model Manager
A tool to extract and handle appliance usage models
The appliance usage model manager is a tool that can be used to model device demand by means of machine learning and data mining techniques. We propose a general purpose interface to handle such kind of models, which is used to query various types of models which can be learned from energy consumption datasets. The tool provides a hub where models can be loaded and used in the HEMS market simulator. Please check the documentation in the file section if you want to get further information concerning the usage of the tool. -
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Power-grid synchronization models
Computing parameters for network dynamics models
This repository contains a MATLAB toolbox 'pg_sync_models' for computing the parameters of the three models for power-grid synchronization dynamics, as described in T. Nishikawa and A. E. Motter, Comparative analysis of existing models for power-grid synchronization, New J. Phys. 17 (2015) 015012. http://dx.doi.org/10.1088/1367-2630/17/1/015012 The toolbox also contains data files for four of the example systems discussed in the article. -
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Ymap - Yeast Mapping Analysis Pipeline
Pipeline for large-scale genome changes analysis of genome datasets.
The active use repository has migrated over to: https://github.com/darrenabbey/ymap The repository here was errantly created with some large binary files included. Attempts to extract the files from the history here have failed. A copy of the history was successfully scrubbed and then hosted at github. -------- Eukaryotic pathogens have complicated and dynamic genomes. To facilitate analysis of copy number variations (CNV), single nucleotide polymorphisms (SNPs), and loss of... -
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This repository was set up accompanying the publication 'Robot-Assisted Arm Assessments in Spinal Cord Injured Patients: A Consideration of Concept Study' in the PLOS ONE journal. This repository provides a sample assessment logging data set and its evaluation using a MATLAB evaluation routine. Furthermore, it encompasses the assessment parameter data of the five measured patients and the 24 healthy subjects participating in the study. Contact information: urs.keller@hest.ethz.ch, robert.riener@hest.ethz.ch, verena.klamroth@hest.ethz.ch
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Mr.FSM
Large-Scale Frequent Subgraph Mining in MapReduce
This is the program used in the following paper: Wenqing Lin, Xiaokui Xiao, and Gabriel Ghinita. Large-Scale Frequent Subgraph Mining in MapReduce. In Proceedings of the 30th IEEE International Conference on Data Engineering (ICDE), pages 844-855, 2014. Please cite the paper if you choose to use the program. If having any problems, please report to {wlin1 at ntu dot edu dot sg}. -
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libVMR
VMR - machine learning library
libVMR is a class library written in Java which implements code generator for group method of data handling - GMDH. The library is intended for users, with machine learning skills. libVMR provides an effective framework for the research and development of data mining and predictive analytics. libVMR is based on the most popular neural network model with a higher generalization ability from kernel tricks - vector machine by Reshetov (VMR). -
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MatPicarro
Load and manipulate Picarro data files with Matlab or GNU Octave
A collection of m-files to load and manipulate Picarro data files with Matlab or GNU Octave. -
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MatStrat is a new open source Matlab toolbox that generates publication-quality stratigraphic plots and enables quantitative analysis of stratigraphic data.
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AeroDataBase
Aircraft aerodynamic database
A collection of aerodynamic data in HDF format. The data is used in the semiempirical models of aircraft aerodynamic coefficients. Reference: Aircraft Dynamics: From Modeling to Simulation Marcello R. Napolitano, Wiley, 2012. http://eu.wiley.com/WileyCDA/WileyTitle/productCd-EHEP002021.html -
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FlexDM
Simple, parallel and fault-tolerant data mining using WEKA
FlexDM has moved to http://madiflannery.github.io/FlexDM/ -
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QuazarCoin (QCN) is a new cryptocurrency based on the CryptoNote and uses the CryptoNight algorithm. QuazarCoin protects your data and privacy with help of completely anonymous transactions with ring signatures.
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VSViewer3D
3D Virtual Screening Viewer
This project is an interactive viewer for 3D virtual screening data. -
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Flexible Brain Graph Visualizer
Matlab code to visualise brain graphs from connectivity matrices
This very configurable script allows you to plot a 3D (MNI space) visualisation of a brain graph, with edges represented by cylinders and vertices represented by spheres. To aid orientation, a cortical mesh can be added, as can convex hull outlines. The colouring and sizing scheme is fully configurable for both edges and vertices. You can see some example output in... -
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matGeom
Library for 2D/3D geometry in Matlab.
Geometry library for Matlab in 2D and 3D. Contains function for creation and manipulation of basic shapes, computing intersections, transformation, display... The project is being moved to GitHub: http://github.com/dlegland/matGeom -
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nail_systems_biology
NAIL is a toolset for network analysis in the life sciences
The NAIL (Network Analysis and Inference Library) project is a set of tools for solving problems in the life sciences using network (graph) approaches. NAIL includes methods for creating networks, analysing and comparing networks, and for visualising or presenting the results. These methods are designed as self-contained platform-independent components which can be called either from another program, or from a command line. Modelling biological systems as networks (graphs) is becoming a... -
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MatrixUser
A Multi-functional GUI-based Program for Image Processing and Analysis
...CT, MRI, PET, etc.) comprises multiple frames which represent slices, phases, timing etc. from the same imaging object. Those images can be saved as multidimensional matrices in Matlab thanks to Matlab's powerful support of multidimensional data representation. However, within Matlab, most of image manipulation functions are limited or tailored for processing two-dimensional matrix. The MatrixUser is a software package which features functions designed and optimized specifically for manipulating multidimensional real or complex data matrix. ... -
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Open Source Implementations for 3D-Surface Characterisation Algorithms according to ISO 25178 (Geometric Product Specification) in verifiable pseudocode (MATLAB). Implementation of an XML-based file exchange format according to upcoming ISO 25178-72.
