Page Formatting
Please keep your changes logged under your name in chronological order (most recent change appended to the bottom of your list). If your name is not included yet, please include it, retaining the alphabetization of the users by name. Entries are sorted by first names alphabetically.
Also take a look at the "changes" and locate your changes when you put them up
To aid the grader, please try to be as exact as possible' in your description. Number your figures and equations and specify those in your ChangeLog entry. Also give a hyperlink to the page(s) you edited.
Example
- 2007/10/02 -- Created a new page on Kernels_Old Kiwi.
- 2007/10/03 -- Edited Lecture 3 - Bayes classification_Old Kiwi by adding the section on Bayes rule equation <3,4,5> and figures <1,2,3>.
The ChangeLog
- 2008/03/30 -- Ported over the page on Support Vector Machine Examples_Old Kiwi and converted all equations to fit the new KIWI.
- 2008/3/30 -- Transferred a portion of Chapter 5 Frequency Response Example_Old Kiwi on ECE 301 KIWI.
- 2008/03/31 -- Added Links to Homework 2_Old Kiwi; Added Decision tree to glossary_Old Kiwi; Added material in Decision Tree_Old Kiwi course topic.
- 2008/03/23 -- Added a link to UCI machine learning dataset repository
- 2008/03/23 -- Added link to machine learning resources from http://www.kernel-machines.org/
- 2008/03/31 -- Added material on application of pattern recognition to anomaly detection for computer security
- 2008/03/29 -- Added some explanations and figures to lecture 20 for decision trees
- 2008/03/24 -- Moved Homework 1_Old Kiwi discussions and Homework 2_Old Kiwi links from old kiwi.
- 2008/03/31 -- Moved glossary pages for Central Limit Theorem_Old Kiwi, Classes_Old Kiwi, Classification_Old Kiwi, Consistent Estimator_Old Kiwi, Curse of Dimensionality_Old Kiwi, Dual Problem_Old Kiwi, Drawbacks of Euclidean distance (E.D)_Old Kiwi, Evidence_Old Kiwi, Feature Vector_Old Kiwi, Features_Old Kiwi to new Kiwi.
- 2008/03/30 -- Edited and Added references and homework link to Artificial Neural Networks_Old Kiwi
- 2008/03/30 -- Added section links to each lectures and course topics for convenience
- 2008/03/23 -- Fixed Latex format of equation 4 and the numbering of all the formulae in lecture 16.
- 2008/03/23 -- Added the Parzen Window Estimation example_Old Kiwi link to lecture 16.
- 2008/03/30 -- Linked a paper which compare the performance of SVM and Neural Network in classifying data and summarize the result Homework_2_Old Kiwi
- 2008/03/25 -- Linked the Matlab toolbox, C code, and documentation with neural network classifier in Homework_2_Old Kiwi
- 2008/03/31 -- Linked the Voronoi diagram which is related to the nearest classifier and manual in MATLAB to accompany pattern classification websites in Homework_2_Old Kiwi
- 2008/03/23 -- Move my article on Case-based Reasoning_Old Kiwi from old kiwi.
- 2008/03/23 -- Edited [Lecture 13] Equation from (1) to (13)
- 2008/03/30 -- Udated [Lecture 20] Density Estimation using series Expansion texts and equations from (1) to (23)
- 2008/03/22 -- Moved [Lecture 10] from Old-Kiwi & Update "Class Lecture Note table"
- 2008/03/23 -- Edited Lecture 13_Old Kiwi
- 2008/03/31 -- Added referenced for Homework 2
- 2008/03/20 -- Ported over Bayes Decision Rule_Old Kiwi page (although embedded YouTube link will not show up).
- 2008/03/20 -- Ported over page Generating Gaussian Samples_Old Kiwi and reformatted Latex equations.
- 2008/03/28 -- Ported over page Perceptron_Old Kiwi (and reformatted Latex equations) in order to make a place for Perceptron Convergence Theorem_Old Kiwi.
- 2008/03/28 -- Ported over page Perceptron Convergence Theorem_Old Kiwi and reformatted Latex equations.
- 2008/03/24 -- Added link to the FANN library under Tools _Old Kiwi
- 2008/03/24 -- Added link to library of datasets for the Libsvm (see Tools _Old Kiwi) under the Homework 2 _Old Kiwi page and posted a script to convert data from the Libsvm format to the FANN format under Tools _Old Kiwi
- 2008/03/24 -- Posted link to a SVM tutorial under Support Vector Machines _Old Kiwi and re-formated that whole page fixing the links and overall editing.
- 2008/03/24 -- Overall editing of the Clustering_Old Kiwi page and addition of 2 important references to Surveys in the area, editing of the K-means_Old Kiwi page adding reference to paper and software
- 2008/03/19 -- Moved Lecture 16 to the new Kiwi, including the figures.
Lecture 16 - Parzen Window Method and K-nearest Neighbor Density Estimate_Old Kiwi
- 2008/03/25 -- Moved Lecture 10, that part corresponding to Fisher Linear Discriminant to the new Kiwi, which includes Discussion on projection, the dual problem and example figures.
Lecture 10 - Batch Perceptron and Fisher Linear Discriminant_Old Kiwi
- 2008/03/30 -- Moved Publications_Old Kiwi section to the new Kiwi.
- 2008/03/30 -- Added two papers in Publications_Old Kiwi section.
- 2008/03/25 -- Created Lecture 19 - Nearest Neighbor Error Rates_Old Kiwi page. Added lecture notes through Claim 1, but stopped at Claim 2 (for later input).
- 2008/03/22 -- Transferred contents of Genetic algorithm_Old Kiwi from old Kiwi. Transferred contents from ECE637:ECE637_Old Kiwi page of the old kiwi to the new one.
- 2008/03/30 -- Transferred ALL materials from the old kiwi to the new one for ECE301:ECE301_Old Kiwi. Added a new page under homework resources, called Databases_Old Kiwi, and added links to CMU and Caltech pattern recognition databases.
- 2008/03/22 -- Transferred and formatted all of Lecture 12 from old kiwi.
- 2008/03/24 -- Transferred figures and formatted equations for Lecture 2
- 2008/03/24 -- Transferred kNN Algorithm_Old Kiwi from Old Kiwi: transferred all figures and equations
- 2008/03/31 -- Added a page on Decision Trees_Old Kiwi, including the following sections: Decision Trees (DT), What is a DT, Constructing a DT, Best Classifiers, Problems with DT, Avoiding Over-Fitting, Strengths and Weaknesses of DT, and Other references to DTs
- 2008/03/23 -- Added missing figures to Lecture 17 (Figures 1 and 2). Added figure label to all figures.
- 2008/03/23 -- Transferred all missing Lecture 17 text to new website.
- 2008/03/30 -- Added Figure 4 in Lecture 20 illustrating decision boundaries for the Men vs. Women decision tree
- 2008/03/30 -- Created Figure 1 in Lecture 19 depicting the fish example addressed in class
- 2008/03/22 -- Transferred Lecture 14 from old KIWI. Converted all except one of the equations to the new kiwi's format. Copied only 1 image.Lecture 14 - ANNs, Non-parametric Density Estimation (Parzen Window) _Old Kiwi
- 2008/03/30 -- Moved Chapter 5_Old KiwiTHE EVEN ODD COEFFICIENTS part in ECE 301 from old KIWI and converted all the equations to LATex for New KIWI.Also moved the pdf containing the notes.
- 2008/03/28 -- Transferred Lecture 14 IMAGES(except the animation) from old KIWI.
Lecture 14 - ANNs, Non-parametric Density Estimation (Parzen Window) _Old Kiwi
- 2008/03/24 -- Moved gradient_Old Kiwi, hessian_Old Kiwi, and Gradient Descent_Old Kiwi from old kiwi and linked them into Lecture_10_-_Batch_Perceptron_and_Fisher_Linear_Discriminant_Old Kiwi
- 2008/03/29 -- Added a new reference that describes Artificial Neural Networks in great detail to Artificial_Neural_Networks_Old Kiwi
- 2008/03/31 -- Added Python_resources_Old Kiwi section, referencing the PyML library and linked into the Homework_Resources_Old Kiwi page.
- 2008/03/24 -- added new topic, the Procrustes metric and alternative approach, and modified the triangle coordinate in Lecture 17.
- 2008/03/31 -- added Nearest Neighbor error rate in Lecture 19.
- 2008/03/10 -- Created the page "Estimate density using histogram" on the old kiwi.
- 2008/03/31 -- Added the term "Overfitting" to the Glossary_Old Kiwi on the new kiwi.
- 2008/03/20 -- Moved Lecture 12 to new system
- 2008/03/20 -- Searched all Lecture notes to find which pages were not transferred over and made comments on the main page
- 2008/03/20 -- Added links to all other lectures at the bottom of all the course lecture pages
- 2008/03/27 -- Fixed links to lectures in all lecture notes
- 2008/03/27 -- Added Lecture 20, started notes on Density Estimation
- 2008/03/27 -- Added Decision Trees to lecture 20 and added 2 figures associated with it
- 2008/03/20 -- Moved Lecture 15 to the new system.
- 2008/03/27 -- Added the lecture note in Lecture 19 - Nearest Neighbor Error Rates_Old Kiwi. It is from Claim 2, but stopped at To get better bound.
- 2008/03/31 -- Transferred the previously written subtopics More on the MLE_Old Kiwi to the section Parametric Estimators_Old Kiwi on the new site.
- 2008/03/31 -- Added more content on decision trees. Also added examples of areas in which decision trees have been successfully used.
- 2008/04/01 -- Added the topic: Graphical models and gave a description of how this is used from decision trees.
- 2008/03/19 -- Transferred Lecture 9 - Linear Discriminant Functions_Old Kiwi topic from old kiwi.
- 2008/03/19 -- Created links to Homework Resources_Old Kiwi and transferred the C/C++ resources_Old Kiwi, Matlab resources_Old Kiwi and Scilab - resources related to Scilab_Old Kiwi from the old kiwi
- 2008/03/29 -- Moved the contents of Applications of Pattern Recognition_Old Kiwi from old kiwi to new kiwi, organized into various subsections and added 'content based image/video retrieval' to the Image Processing_Old Kiwi section
- 2008/03/29 -- Added the subtopic memory constraint in Implementation Issues_Old Kiwi, discussed some ways to reduce it and linked it to Applications of Pattern recognition_Old Kiwi
- 2008/03/23 -- Moved missing figures (Figures 3, 4, and 5) from old lecture 5 notes to new website. Added figure labels to all figures in Lecture 5.
- 2008/03/23 -- Finished transferring all old material to Lecture 5 (added all missing equations as well as textual discussion)
- 2008/03/30 -- Added some Latex equations and Figure 1 to Lecture 20 indicating Taylor polymonial approximation for m=1.
- 2008/03/30 -- Created Figure 2 to Lecture 20 illustration the example of hair length samples for men.
- 2008/03/30 -- Added some Latex equations and Figue 3 to Lecture 20 indicating the example for 1D Gaussian window and Taylor expansion.
