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Date   File Tags Downloads
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12 Nov 2009 Screenshot Applying Multivariate Classification in the Life Sciences with Statistics Toolbox Files from the webinar "Multivariate Classification in the Life Sciences with Statistics Toolbox" Author: Sam Roberts multivariate, life science, statistics, decision tree, bagging, classification 41 0
28 Oct 2009 Screenshot gaussian_mixture_model.m Estimate the parameters of a 1D Gaussian Mixture Model using the EM algorithm. Author: Matthew Roughan gaussian, mixture model, statistics, data modelling, classification, expectation maximizat... 235 1
  • 5.0
5.0 | 1 rating
01 Oct 2009 Screenshot Basic PCA based log-Likelihood Classifier PCA algorithm suitable for detection / recognition of 2D image "objects" Author: Dirk-Jan Kroon multiple sclerosis, object detection, classification, face recognition, loglikelihood, pictures 329 1
  • 5.0
5.0 | 1 rating
27 Jul 2009 Screenshot comparisons a strategy of classification Author: M P mathematics, statistics, randperm, input, classification, comparisons 25 20
  • 1.75
1.8 | 17 ratings
04 Jul 2009 Discretization algorithms: Class-Attribute Contingency Coefficient To discrete continuous data, CACC is a promising discretization scheme proposed in 2008 Author: Lowell Guangdi data mining, discretization, classification 146 0
07 Jun 2009 Compressive Classifier Classifiers Robust to Dimensionality Reduction via Random Projections Author: Angshul Majumdar simulation, optimization, classification, image processing, signal processing 29 0
04 Jun 2009 CAIM Discretization Algorithm CAIM (class-attribute interdependence maximization) is designed to discretize continuous data. Author: Lowell Guangdi data mining, discretization, classification 100 0
01 Jun 2009 Screenshot Principal Component Analysis (PCA) in MATLAB This is a demonstration of how one can use PCA to classify a 2D data set. Author: Siamak Faridani principal component a..., classification, pca, segmentation 520 0
19 Dec 2008 Screenshot PCA based face recognition This code is PCA base face recognition programme. Author: Shahab Anbarjafari pattern recognition, classification, face recognition, pca, image processing 137 9
  • 3.41176
3.4 | 19 ratings
17 Dec 2008 Screenshot DESTINY A tourney with 8 teams in 3 days and 7 games of total classification. Author: M P comparison, clock, destiny, infinite, randperm, line 11 4
  • 2.33333
2.3 | 12 ratings
20 Nov 2008 Screenshot Discriminant Analysis Programme Discrimination and Classification of data to and from groups with classical/robust estimation Author: Bartolomeu Rabacal restricted covariance..., discriminant analysis, quadratic discriminan..., statistics, robust estimation, classification 35 0
02 Nov 2008 Screenshot diceN_classification Classification of a dice-game with N players and N dice and N faces. Author: M P game, mathematics, simulation, statistics, input, players 29 5
  • 1.66667
1.7 | 12 ratings
28 Oct 2008 Screenshot classification of a group comparisons of elements in a group Author: M P mathematics, classification, randperm, statistics, input, spam 11 2
  • 1.8
1.8 | 10 ratings
04 Sep 2008 Fuzzy k-NN Fuzzy k-nearest neighbors classifier that was proposed by J. M. Keller et.al. Author: Cuneyt Mertayak lazy learning, fuzzy, statistics, knn, probability, classification 56 0
03 Sep 2008 Screenshot AdaBoost AdaBoost: The meta machine learning algorithm formulated by Yoav Freund and Robert Schapire Author: Cuneyt Mertayak adaboost, adaptive boosting, classification, statistics, probability, recognition 369 6
  • 3.5
3.5 | 4 ratings
11 Aug 2008 Screenshot Introduction to Object-Oriented Programming in MATLAB Use of object-oriented techniques in the MATLAB language to implement typical technical application Author: Linda Webb large applications, whitepaper, data structures, article, classification, paper 118 1
  • 5.0
5.0 | 1 rating
30 Jul 2008 Screenshot Classification Complete tourney, 8 or 16 teams Author: M P string manipulation, randperm, tourney, strings, classification, spam 12 4
  • 2.0
2.0 | 12 ratings
16 Jun 2008 Transform a categorical variable this stand-alone transforms a categorical variable into a quantitative variable using Fishers method Author: Soma re, categorical variable, statistics, quantitative varibale, probability, binary classification 11 0
06 May 2008 Screenshot Linear matrix-based neural network A novel learning algorithm for matrix-based data Author: Povilas Daniu?is small sample, neural networks, matrix inputs, regression, learning, classification 49 0
21 Apr 2008 Screenshot Some Basic Audio Features Use the provided m-files for computing the features of an audio classification problem Author: Theodoros Giannakopoulos audio segmentation, audio classification, audio feature calcula..., video processing, audio processing 192 1
  • 4.5
4.5 | 4 ratings
07 Apr 2008 AUROC - Area under Receiver Operating Characteristic Compute AUROC from frequency weighted instances of predictions and ratio of positive instances Author: Stefan Schroedl auc, roc, statistics, receiver operating ch..., probability, classification 45 0
21 Jan 2008 Screenshot Manual Audio Annotation AudioAnnotation Demo v.1.0 is an open source demo implemented in Matlab(R) for manual segmentation a Author: Theodoros Giannakopoulos video processing, multimedia, audio annotation, ground tru, classification, segmentation 117 1
  • 4.33333
4.3 | 3 ratings
05 Nov 2007 Set Covering Machine Toolbox Matlab Implementations of SCM Author: Xunkai Wei set covering machine, pattern classificatio..., optimization, machine learning 17 2
28 Aug 2007 High Dimensional Data Clustering (HDDC) The High Dimensional Data Clustering (HDDC) toolbox contains an efficient unsupervised classifiers f Author: Charles Bouveyron highdimensional data, gaussi, clustering, statistics, unsupervised classifi..., probability 39 3
  • 4.0
4.0 | 1 rating
10 Aug 2007 Simplified Fuzzy ARTMAP Neural Network Implementation of Simplified Fuzzy ARTMAP Neural Network. Author: Emre Akbas neural networks, fuzzy, fuzzy artmap, classification, adaptive resonance th..., fuzzy logic 59 1
  • 4.75
4.8 | 4 ratings
28 Mar 2007 Fuzzy k-NN Fuzzy k-Nearest Neighbor Classification Algorithm Author: Emre Akbas fuzzy, statistics, knn, probability, classification, fuzzy knn 60 5
  • 4.16667
4.2 | 6 ratings
25 Sep 2006 Statistical Learning Toolbox Functions for statistical learning, pattern recognition and computer vision, covering many topics. Author: Dahua Lin classification, statistical learning, regression, pattern recognition 238 30
  • 4.78125
4.8 | 32 ratings
22 Aug 2006 Collateral Missing Value Estimation: a new robust missing value estimation algorithm for microarray The toolbox can be used for missing value estimation Author: Muhammad Shoaib Sehgal gene selection, classification, biotech, missing value estimat..., pharmaceutical, clustering 20 0
29 Nov 2004 Gaussian and Nearest Mean Classifiers Estimating probability of Classification error for Gaussian and Nearest Mean Classifiers Author: Himanshu Ray nearest mean, gaussian, statistics, probability, 3 class pattern class... 47 4
  • 5.0
5.0 | 2 ratings
 

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