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_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
- 2008/04/25 -- Addeda pattern recognition application field in remote sensing
- 2008/04/20 -- Added description of the k-centers clustering problem Clustering_Algorithms_Old Kiwi
- 2008/04/20 -- Added link to past conferences on application of machine learning techniques to anomaly detection Applications_of_Pattern_Recognition_Old Kiwi
- 2008/04/28 -- Added link to an excellent survey paper on outlier detection methodologies Applications_of_Pattern_Recognition_Old Kiwi
- 2008/04/28 -- Added link to an application of one class classification in anomaly detection Applications_of_Pattern_Recognition_Old Kiwi
- 2008/04/24 -- Added a page with some figures for Mixture Models to Glossary
- 2008/04/17 -- Added last part of Lecture on 26 Statistical Clustering Methods_Old Kiwi
- 2008/04/24 -- Added more notes on clustering algorithms
- 2008/04/24 -- Added link to clustering paper(Clustering Sequences with HMM)Clustering Sequences_Old Kiwi
- 2008/04/24 -- Created new pages or moved old pages for the Glossary_Old Kiwi items: Euclidean Distance (ED)_Old Kiwi, Generalized Rayleigh Quotient_Old Kiwi, KNN-K Nearest Neighbor_Old Kiwi, Partial Differential Equations (PDE)_Old Kiwi, Prior_Old Kiwi, Pruning_Old Kiwi, Quadratic Programming Problem_Old Kiwi, Reinforcement learning_Old Kiwi, Slack Variable_Old Kiwi, Taxicab Distance_Old Kiwi, Testing_Old Kiwi, Training_Old Kiwi, Unbiased Estimator_Old Kiwi, Uninformative Prior_Old Kiwi, Unsupervised learning_Old Kiwi.
- 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_Old Kiwi) principle. Click here -->> MDL_Old Kiwi
- 2008/04/24 -- Summarize a paper which employs Neural Netowrk in calibrating scanners Artificial Neural Networks_Old Kiwi- Application of Neural Networks to Color Calibration
- 2008/04/24 -- Describe my experiences on Neural Network to detect sonar singlas in sea Talk:Artificial Neural Networks_Old Kiwi
- 2008/04/24 -- Added the text and equations for Lecture 28 - Final lecture_Old Kiwi. 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_Old Kiwi.
- 2008/04/16 -- Created Lecture 25 - Clustering Algorithms_Old Kiwi (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_Old Kiwi 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_Old Kiwi 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.
- 2008/04/25 -- Created diagrams for Lecture_28_-_Final_lecture_Old Kiwi showing the dromadaire turning into a chamaeu. If I knew how, I would have mediaWiki resize these images. Ugh!
- 2008/04/20 -- Created whole article about Multidimensional Scaling (MDS_Old Kiwi). Formated all equations in Latex and added references.
- 2008/04/28 -- Create article about non-linear spectral methods Nonlinear Methods: When Data Embedded in Low-Dimensional Non-Linear Manifold_Old Kiwi, and added the articles for Isomaps_Old Kiwi and Laplacian Eigenmaps_Old Kiwi.
- 2008/04/16 -- Added the set of lecture notes for Lecture 25 - Clustering Algorithms_Old Kiwi 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_Old Kiwi 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_Old Kiwi about Optimization-based clustering methods.
- 2008/04/20 -- Added two papers in Publications_Old Kiwi about Hierarchical Clustering Methods.
- 2008/04/20 -- Added five papers in Publications_Old Kiwi about Density-based Clustering methods.
- 2008/04/20 -- Added two papers in Publications_Old Kiwi about Grid-Based Clustering Methods.
- 2008/04/20 -- Added two papers in Publications_Old Kiwi about Graph-based Clustering Methods.
- 2008/04/23 -- Corrected LaTex equations in Lecture 14 - ANNs, Non-parametric Density Estimation (Parzen Window)_Old Kiwi, so that all are now correctly displayed.
- 2008/04/19 -- Add a comment in discussion of Lecture 23 - Spanning Trees_Old Kiwi on the definition of path given in class.
- 2008/04/21 -- Edited Lecture 26 - Clustering Algorithms_Old Kiwi by adding the section on advantages of "partitional clustering".
- 2008/04/21 -- Edited Lecture 27 - Statistical Clustering Methods_Old Kiwi 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_Old Kiwi, 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.
- 2008/04/26 -- Added two images about of Valley Seeking, and modified an equation to be wrong in Lecture 27.
- 2008/04/26 -- Added part of an equation and bayes error rate graph for Nearest Neighbor in Lecture 19.
- 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_Old Kiwi from old Kiwi to new glossary.
- 2008/04/24 -- Added link to ROC curves in glossary. Moved Regularization_Old Kiwi from the old Kiwi into glossary, and added link from Overfitting_Old Kiwi.
- 2008/04/25 -- Added Figure 1 (Simple Clustering Example) and Figure 2 (Effect of Relative Scaling) to Clustering_Old Kiwi page, and provided a brief description of each figure in relation to the concepts being discussed.
- 2008/04/17 -- Moved new assignment information from lecture notes to dedicated Homework 3_Old Kiwi page and updated the information.
- 2008/04/20 -- Topological Sort and Strongly Connected Components_Old Kiwi page added in continuation to my earlier page on graph algos
- 2008/04/25 -- Created the page Recommendations for nonlinear discrimination methods_Old Kiwi.
- 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.
- 2008/04/25 -- Added Links for papers and tutorials on k-means clustering in Publications_Old Kiwi section of References_Old Kiwi.
- 2008/04/25 -- Added Neural Networks using Genetic Algorithms_Old Kiwi
- 2008/04/20 -- Added Figure 3 in Lecture 25 - Clustering Algorithms_Old Kiwi illustrating how projections effect the result of clustering.
- 2008/04/20 -- Added Figure 4 in Lecture 25 - Clustering Algorithms_Old Kiwi illustrating the algorithm for clustering from feature vectors.
