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 Image Processing_OldKiwi.
- 2007/10/03 -- Edited Lecture 3 - Bayes classification_OldKiwi by adding the section on Bayes rule equation <3,4,5> and figures <1,2,3>.
The ChangeLog
- 2008/04/20 -- Added description of the k-centers clustering problem Clustering_Algorithms_OldKiwi
- 2008/04/20 -- Added link to past conferences on application of machine learning techniques to anomaly detection Applications_of_Pattern_Recognition_OldKiwi
- 2008/04/17 -- Added last part of Lecture on 26 Statistical Clustering Methods_OldKiwi
- 2008/04/24 -- Added more notes on clustering algorithms
- 2008/04/24 -- Added link to clustering paper(Clustering Sequences with HMM)Clustering Sequences_OldKiwi
- 2008/04/18 -- This posting is for week 14. Previous posting is for week 13. Added a new page giving a simple definition and illustrative example of Minimum Description Length (MDL_OldKiwi) principle. Click here -->> MDL_OldKiwi
- 2008/04/24 -- Added the text and equations for Lecture 28 - Final lecture_OldKiwi. There are lots of figures that still need to be created!
- 2008/04/20 -- Linked the website of a tutorial on clustering and K-mean, Fuzzy C-means, Hierarchical clustering and clustering as mixture of gaussian methods at the clustering in the Glossary_OldKiwi.
- 2008/04/16 -- Created Lecture 25 - Clustering Algorithms_OldKiwi (Algorithms for clustering from feature vector: All texts and equations 2-1 ~ 2-15)
- 2008/04/22 -- Created Lecture 27 - Clustering by finding valleys of densities_OldKiwi and filled in section (PDE based valley seeking) all texts and equations (3-1) ~ (3-30)
- 2008/04/21 -- Added a reference library for tools
- 2008/04/17 -- Created a page for Lecture_26_-_Statistical_Clustering_Methods_OldKiwi and wrote a small description of Prof. Bouman's cluster software. I modified the diagram from the software manual to match the corrected version presented in class. I have included this diagram, a link to the cluster homepage, and a short writeup in the Lecture 26 notes.
- 2008/04/20 -- Created whole article about Multidimensional Scaling (MDS_OldKiwi). Formated all equations in Latex and added references.
- 2008/04/16 -- Added the set of lecture notes for Lecture 25 - Clustering Algorithms_OldKiwi under the section "Clustering Methods - A summary". This includes a table for summary of Clustering methods titled "Figure 1". It also includes some text explaining defect in these methods and motivation for feature vector-based methods, which involve projection to lower dimensions. I do not provide the illustrating figures for the text, but I annotate for the same at two places.
- 2008/04/22 -- Added lecture notes for Lecture 27 - Clustering by finding valleys of densities_OldKiwi on the first two sections namely " Clustering by finding valleys of densities" and " Graph based implementation". I did not contribute any figure, but annotate a place where it may be inserted.
- 2008/04/20 -- Added four papers in Publications_OldKiwi about Optimization-based clustering methods.
- 2008/04/20 -- Added two papers in Publications_OldKiwi about Hierarchical Clustering Methods.
- 2008/04/20 -- Added five papers in Publications_OldKiwi about Density-based Clustering methods.
- 2008/04/20 -- Added two papers in Publications_OldKiwi about Grid-Based Clustering Methods.
- 2008/04/20 -- Added two papers in Publications_OldKiwi about Graph-based Clustering Methods.
- 2008/04/23 -- Corrected LaTex equations in Lecture 14 - ANNs, Non-parametric Density Estimation (Parzen Window)_OldKiwi, so that all are now correctly displayed.
- 2008/04/19 -- Add a comment in discussion of Lecture 23 - Spanning Trees_OldKiwi on the definition of path given in class.
- 2008/04/21 -- Edited Lecture 26 - Clustering Algorithms_OldKiwi by adding the section on advantages of "partitional clustering".
- 2008/04/21 -- Edited Lecture 27 - Statistical Clustering Methods_OldKiwi by adding the section on how the separation rule obtained by mixture of Gaussians model can be generalized to future unseen data.
- 2008/04/20 -- Added a new page on Influence Map_OldKiwi, and added materials under the same.
- 2008/04/21 -- Added and modified the square error in Lecture 26 Statistical clustering methods.
- 2008/04/21 -- Added an image about Defining Distances Between Clusters in Lecture 24.
- 2008/04/20 -- Created Figure 5 in Lecture 25 illustrating natural clustering using the value of J.
- 2008/04/20 -- Added Figure 6 in Lecture 25 showing that squared error criterion is good for compact clusters, but sensitive to outliers.
- 2008/04/24 -- Added example and link to a paper I authored about 3 feature-based automotive lane recognition.
- 2008/04/24 -- Moved Backpropagation Learning Algorithm_OldKiwi from old Kiwi to new glossary.
- 2008/04/24 -- Added link to ROC curves in glossary. Moved Regularization_OldKiwi from the old Kiwi into glossary, and added link from Overfitting_OldKiwi.
- 2008/04/17 -- Moved new assignment information from lecture notes to dedicated Homework 3_OldKiwi page and updated the information.
- 2008/04/20 -- Topological Sort and Strongly Connected Components_OldKiwi page added in continuation to my earlier page on graph algos
- 2008/04/23 -- Created animated gif ECE662_lect27_smear.gif for lecture 27
- 2008/04/23 -- Added PDE's to the glossary
- 2008/04/17 -- Edited Lecture 26 by adding figure 1 and figure 3.
- 2008/04/22 -- Edited Lecture 27 by adding figure 1,2 and 3.
- 2008/04/20 -- Added Figure 3 in Lecture 25 - Clustering Algorithms_OldKiwi illustrating how projections effect the result of clustering.
- 2008/04/20 -- Added Figure 4 in Lecture 25 - Clustering Algorithms_OldKiwi illustrating the algorithm for clustering from feature vectors.
