Skip to main content

Research Repository

Advanced Search

All Outputs (7)

A data mining approach to analysis and prediction of movie ratings (2004)
Presentation / Conference
Saraee, M., White, S., & Eccleston, J. (2004, September). A data mining approach to analysis and prediction of movie ratings. Presented at The Fifth International Conference on Data Mining, Text Mining and their Business Applications,, Malaga, Spain

This paper details our analysis of the Internet Movie Database (IMDb), a free, user-maintained, online resource of production details for over 390,000 movies, television series and video games, which contains information such as title, genre, box-off... Read More about A data mining approach to analysis and prediction of movie ratings.

One scan is enough: Optimising association rules mining (2004)
Presentation / Conference
Saraee, M., & Al-Mejrab, M. (2004, June). One scan is enough: Optimising association rules mining. Presented at The 2004 International Conference on Information and Knowledge Engineering, June 21-24, 2004, Las Vegas, USA

Data mining is as a new area of research has taken its place as one of the most important techniques in the decision making process. Mining association rules is one of simple yet powerful technique in the data mining process The problem of mining ass... Read More about One scan is enough: Optimising association rules mining.

Data mining application : case of road traffic accidents in the UK West Midlands area 2000 (2004)
Presentation / Conference
Saraee, M., Kerry, J., Lloyd, M., & Markey, C. (2004, June). Data mining application : case of road traffic accidents in the UK West Midlands area 2000. Presented at IC-AI, Las Vegas, USA

We are aiming to use data mining techniques in the analysis of data recorded about road traffic accidents in the UK West Midlands Area in the year 2000. This data will then hopefully provide drivers with guidelines relating to what measures can be t... Read More about Data mining application : case of road traffic accidents in the UK West Midlands area 2000.

SVM categorizer: a generic categorization tool using support vector machines (2004)
Presentation / Conference
Kapoutsis, E., Theodoulidis, B., & Saraee, M. (2004, June). SVM categorizer: a generic categorization tool using support vector machines. Presented at IC-AI 2004, Las Vegas, USA

Supervised text categorisation is a significant tool considering the vast amount of structured, unstruc-tured, or semi-structured texts that are available from internal or external enterprise resources. The goal of supervised text categorisation is t... Read More about SVM categorizer: a generic categorization tool using support vector machines.

Determining the locations visited by GPS users: a clustering approach (2004)
Presentation / Conference
Saraee, M., Yamaner, S., Dai, M., & Long, D. (2004, June). Determining the locations visited by GPS users: a clustering approach. Presented at CISST 2004, Las Vegas, USA

The aim of our research is to use the GPS log captured over 2 days from a PDA and try to extract locations the user have visited. For this research, we have logged GPS data over two days when the user was moving at least 2 miles per hour. To achieve... Read More about Determining the locations visited by GPS users: a clustering approach.

A web based management of references (2004)
Presentation / Conference
O'Shea, S., Saraee, M., & Vadera, S. (2004, January). A web based management of references. Presented at The 2004 International Research Conference on Innovations in Information Technology (IIT2004), Dubai, UAE, Dubai, UAE

During the evolution of research from the beginning of a project to the end a large amount of information is accumulated from books, journals, articles, manuals and the internet. Managing all this information is a complex and crucial part, especially... Read More about A web based management of references.