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Pattern Recognition
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Courses
Fall 2014
CC716
General
Textbook
Textbook
Pattern Recognition
, by S. Theodoridis and K. Koutroumbas
Click
http://www.manalhelal.com/Books/F2014/Pattern%20Recognition_2003.pdf
link to open resource.
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MATLAB-based examples accompanying the book
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News forum
MATLAB-based examples accompanying the book
Book-Software
Duda et al. - Pattern Classification, 2nd ed. (Wiley, 2000)
"The Elements of Statistical Learning: Data Mining, Inference, and Prediction" Book Download Link
Tools and Datasets
From Curve Fitting to Machine Learning 2011
Excel Data Analysis for Dummies 2014
Images N Bayes Matlab source code
Lecture1 IntroBayes1
Lecture2
Lecture3
Images N Bayes Matlab source code
images MAT File
NB Classifier Lab
TextData MAT File
naive bayes Matlab Source Code
Lecture 4
ExploringData 0
Lecture5 GMM EM
Lecture5 GMM EM
Lecture6 nonParam
Lecture6 nonParam
Lecture7 linear
Lecture8 linear
Lecture9 nonLinear
DecisionTreeInduction 2014
Decision Tree Implementation Submission
Dataset
CC716 midterm 1 f2014
Midterm Solution SUbmissions
Possible Exam Experiments in Matlab
ExamExperimentsResults
Lecture10 nonLinear2
Support Vector Machines 2000
Lecture11 nonLinear3
Lecture11 nonLinear3
Project Submissions
Final Exam Experimentation Submissions