Final Year Project Proposals

I'm willing to supervise other student projects in the area of my research interests, data mining and optimisation. Some examples are as follows.

 

Semi-supervised classification of AppStore reviews

Classify AppStore reviews using semisupervised techniques.

Requirements: Data Mining, R, RStudio.

Mining Software Repositories

Analyse and study software repository.

Requirements: R or Python, Data mining

Mining CRAN

Analyse and study the R CRAN repository

Requirements: R, Data mining, statistics

R package to measure complexity metrics from datasets

Create a package with complexity metrics and analyse their efect in varios datasets.

Requirements: R programming, data mining experimentation.

Evaluation and comparison of classifiers

Compare different evalation metrics under different constrains such as noise, imbalance, etc.

Requirements: R programming or Weka, data mining, experimentation.

Big data with R (or Python)

Explore Big data technologies with R and asociated packages

Requirements: Python or R programming skills, data mining experimentation.

Comparison of effort estimation measures

Explore the different metrics to evaluate regressions

Requirements: R programming skills, data mining experimentation.

Genetic algorithms in Feature Selection

Explore genetic algorithms to deal with Feature Selection and crowds

Requirements: Java with Weka or R programming skills, data mining experimentation.

Update Weka or R algoirhtms

Update and create packages for some algorithms already developed in R or Weka

Requirements: Java with Weka or R programming skills, data mining experimentation.