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Tag: Machine Learning & Statistics

Overview of Cluster Analysis and Dirichlet Process Mixture Models

May 5, 2014 Vasilis Vryniotis . 3 Comments In the ISO research project for my MSc in Machine...

Using Artificial Intelligence to solve the 2048 Game (JAVA code)

April 7, 2014 Vasilis Vryniotis . 6 Comments By now most of you have heard/played the 2048 game...

Measuring the Social Media Popularity of Pages with DEA in JAVA

March 3, 2014 Vasilis Vryniotis . No comments In the previous article we have discussed about the Data...

Data Envelopment Analysis Tutorial

February 24, 2014 Vasilis Vryniotis . 3 Comments Data Envelopment Analysis, also known as DEA, is a non-parametric...

How to build your own Facebook Sentiment Analysis Tool

February 3, 2014 Vasilis Vryniotis . 7 Comments In this article we will discuss how you can build...

Developing a Naive Bayes Text Classifier in JAVA

January 27, 2014 Vasilis Vryniotis . 16 Comments In previous articles we have discussed the theoretical background of...

Using Feature Selection Methods in Text Classification

January 20, 2014 Vasilis Vryniotis . 5 Comments In text classification, the feature selection is the process of...

Using Datumbox API with Ruby & Node.js and other featured Projects

December 30, 2013 Vasilis Vryniotis . No comments Since the introduction of Datumbox service, several software engineers and...

Using Datumbox API with Ruby & Node.js and other featured Projects

December 30, 2013 Vasilis Vryniotis . No comments Since the introduction of Datumbox service, several software engineers and...

Machine Learning Tutorial: The Multinomial Logistic Regression (Softmax Regression)

November 25, 2013 Vasilis Vryniotis . 1 Comment In the previous two machine learning tutorials, we examined the...

Machine Learning Tutorial: The Max Entropy Text Classifier

November 20, 2013 Vasilis Vryniotis . 6 Comments In this tutorial we will discuss about Maximum Entropy text...

Tuning the learning rate in Gradient Descent

October 27, 2013 Vasilis Vryniotis . 5 Comments In most Supervised Machine Learning problems we need to define...

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