Data Mining and Visualisation in High Dimensional Spaces at University of Reading on FindAPhD.com

Dr G DiFatta Applications accepted all year round Self-Funded PhD Students Only

Email institution

Add to
shortlist

Remove from
shortlist

COVID-19 Information

Email institution

Reading United Kingdom Computer Science & IT Data Analysis

Department of Computer Science, University of Reading

About the Project

The mining and the visualisation of data in high dimensional feature spaces require the design of efficient algorithms. In high dimensional data spaces distance functions lose their usefulness and optimisation techniques, machine learning and data mining algorithms are very inefficient and ineffective. This problem is referred to as ’the curse of dimensionality’ and is caused by the exponential increase in volume associated with adding extra dimensions to a mathematical space. In general, dimensionality reduction is a fundamental methodology for the success of the knowledge discovery process in many real-world applications. For enquiries please contact G.DiFatta@reading.ac.uk. Keywords: Data Mining, Data Visualisation, Dimensionality Reduction

Email Now

Recipient *

Your first name *

Your last name *

Your telephone number

Your e-mail address *

Your CV (2MB limit)

Where are you currently living? *

Your nationality *

Your message * (please edit as appropriate)

Insert previous message below for editing?

You haven’t included a message. Providing a specific message means universities will take your enquiry more seriously and helps them provide the information you need.
Why not add a message here

The information you submit to University of Reading will only be used by them or their data partners to deal with your enquiry, according to their privacy notice. For more information on how we use and store your data, please read our privacy statement.

* required field

Send a copy to me for my own records.

Your enquiry has been emailed successfully

Search Suggestions

Based on your current searches we recommend the following search filters.

Check out our other PhDs in Reading, United Kingdom

Check out our other PhDs in Computer Science & IT

Start a new search with our database of over 4,000 PhDs

PhD Suggestions

Based on your current search criteria we thought you might be interested in these.

Data mining techniques for road safety policy making
University of Birmingham

Big Data Analytics and Mining: investigating and testing distributed formulations of data mining algorithms that are suitable for the MapReduce paradigm and for other distributed computing approaches
University of Reading

Big Data Mining for Fighting Dementia
University of Reading

Our Sites

Main Menu

Data Mining and Visualisation in High Dimensional Spaces

University of Reading Department of Computer Science

About the Project