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| Artificial Intelligence/Data Mining Links | Webmaster Resources | AMCSL Forum: Web Mining | Submit Link | Archive | ||||||
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Archive:
Clickstream Miner
Clickstream Miner is a tool for converting weblog to clickstream data format, analyzing website usage data and mining user navigation patterns. 06/01/2008
Document Classification Using Naive Bayes Classifier with Perl
Naive Bayes Classification, Perl Script 04/01/2008
Naive Bayes Classification, Data Example
Naive Bayes Classification, data example and perl script 03/01/2008
Extracting Useful Text From Website
Text filter script 02/01/2008
Fuzzy K-Means Clustering with Perl
Fuzzy K-Means perl script 12/16/2007
Feature Selection Using Expected Entropy Loss
Feature Selection Script 12/09/2007
Website Traffic Visualization with Perl / VML
View 11/2/2007
Website User Modeling with Perl
Vector space model has been used for similarity measure View 10/12/2007
Detecting New Robots
When doing web traffic analysis you need to exclude everything that you don't want to count View 9/05/2007
Entropy-Based Discretization
Perl script for Entropy Based Discretization 6/10/2007
Web log data preparation for data mining.
Sometimes we need to extract data from web log for data analysis. Here you will find very useful script for this task.View
6/01/2007
Web log data analysis.(Path Analysis)
How can we uncover new knowlege that is not possible to get just by simple counting visited pages? View 5/15/2007
Choosing parameters/model for stock data prediction.
How can we predict stock prices using modern computer power and such technology as neural net, data filtering? Here are some experiments with stock data prediction
Using computer simulation for improving conversion rate.
In this project perl script has been developed to estimate conversion rates for different strategies.
Estimating results of web business changes using Markov chains
View
Artificial Intelligence for Game Programming
In this project Reinforcement Learning has been applied to tic-tac-toe game.
Web data mining
In this project perl source code has been developed for Informarion Extraction with Hidden Markov Models.
K-means Clustering
Perl source code for clustering Online web demo is available
GraphMaker: Making HTML graph using Perl & VML
The GraphMaker is a Perl script that converts matrix or XML data to HTML graph.
AddMe - Search Engine Optimization