Final Year Project Proposals

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

 

Semi-supervised classification of AppStore reviews

Classify AppStore reviews using semisupervised techniques.

Requirements: Data Mining, Python

Mining Software Repositories

Analyse and study software repositories

Requirements: Python, Data mining

Data Quality

Study complexity metrics and analyse their efect in varios datasets.

Requirements: Python.

Evaluation and comparison of classifiers

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

Requirements: Python data mining, experimentation.

Feature Selection and Imbalance (Data quality, stability)

Explore genetic algorithms to deal with Feature Selection and crowds

Requirements: Python, data mining experimentation.

Software Testing

Explore LLMs and causal models in sofware testing