Design and implementation of Explainable Trustworthy Artificial Intelligent System

Currently, the output of AI does not indicate the route or process the model has taken to obtain that output. So, the developers that developed the model will not be able to concisely conclude nor explain how that output was generated. Using Explainable AI, this will resolve this limitation by allowing developers to visually view the process the AI model has taken to achieve the output. This project will implement explainable AI techniques to be applied in supply chain optimisation.

How to apply

If you are interested in applying for the above PhD topic please follow the steps below:

1. Contact the supervisor by email or phone to discuss your interest and find out if you would be suitable. Supervisor details can be found on this topic page. The supervisor will guide you in developing the topic-specific research proposal, which will form part of your application.
2. Click on the 'Apply here' button on this page and you will be taken to the relevant PhD course page, where you can apply using an online application.
3. Complete the online application indicating your selected supervisor and include the research proposal for the topic you have selected.

Good luck!

This is a self funded topic

Brunel offers a number of funding options to research students that help cover the cost of their tuition fees, contribute to living expenses or both. See more information here: https://www.brunel.ac.uk/research/Research-degrees/Research-degree-funding. The UK Government is also offering Doctoral Student Loans for eligible students, and there is some funding available through the Research Councils. Many of our international students benefit from funding provided by their governments or employers. Brunel alumni enjoy tuition fee discounts of 15%.

Meet the Supervisor(s)

Tatiana Kalganova -

DEGREES AWARDED

• PhD Napier University
• Research-engineer degree Belarusian State University of Informatics and Radio-electronics, Minsk, Belarus
• MSc (distinction) Belarusian State University of Informatics and Radio-electronics, Minsk, Belarus

ACADEMIC POSTS

• 2000-present Lecturer Brunel University London
• 2003-2011 Business Fellow London Technology Network, LTN Link between research activities at Brunel University London and industry
• 1997-2000 PhD student Napier University
• 1994-1997 Research Assistant Belarusian State University of Informatics and Radio-electronics