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WebMind Browser

WebMind Browser is a personalized web browser. Here, you can click the left icon in the upper-right to get your psychological evaluation and the right icon to get interesting recommendations...Download

WebIC --- An Effective Complete-Web Recommender System

WebIC is an IE-Based browser which is expected to predict IC-Pages for web users ... can also be used for annotation ...

Association Rule(Apriori)

This is my implementation of Apriori in:

R. Agrawal, R. Srikant, Fast Algorithms for Mining Association Rules, Proc. of the 20th Int'l Conference on Very Large Databases, Santiago, Chile, Sept. 1994. Expanded version available as IBM Research Report RJ9839, June 1994.


Sequential Pattern(WAP)

This is my implementation of:

J. Pei, J. Han, B. Mortazavi-Asl, and H. Zhu `` Mining Access Patterns Efficiently from Web Logs (PDF), Proc. 2000 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'00), Kyoto, Japan, April 2000.


DMTalker

DMTalker is a software for Mandarin sentence prosodic rules mining and Text-To-Speech, and it is implemented on Borland C++Builder 3.0.

The pitch models which are now being used in Mandarin Text-To-Speech are extracted by linguistics experts, and they are described qualitatively and with low precise. To acquire more accurate prosodic rules, data mining is employed to extract pitch models from actual speech, and the result is encouraging. The preprocessing of the prosodic rules data mining includes text analysis, time-wrapping, moving average, and normalization, and typical pitch series have been extracted by clustering analysis on the preprocessed pitch arrays for discretion. Decision tree(C4.5) and neural network have been used for extracting pitch variation patterns from preprocessed train data.

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