Dr Ian Kenny

Professional biography

My research interests include:

• Adaptive data driven models applied to real-world data to obtain useful predictions
• Developing innovative techniques to use heuristics to work on smaller datasets e.g. small climate science datasets were historical data does not represent recent climate change.
• Mobile and wearable devices to gather patient-centric health data which can be used to better inform clinical decisions for the patient.
• Exploring small world networks in data
• Computational human behaviour models
• Fairness in AI
• Machine Learning applications for Algorithmic Game Theory

I’m particularly interested in applying machine learning techniques to domains which are less accessible to brute force, large dataset, modeling, or where the dataset is niche. For example, where the there is a lack of data and the heuristic needs to become more adaptive to a changing or adaptive data environment. Examples of such an environment would be, climate change science where historical data does not necessarily represent current experience, making it difficult to make predictions from the historical data. Alternatively in the healthcare field where patient-centric approaches to healthcare require a more adaptive heuristic approach to deliver more personalised health information back to the clinician.

I’m also interested in the theoretical underpinnings of computation, in particular the implications of the No Free Lunch theorem to NP versus P

This is my ResearchGate profile

PhD Studentships

 Along with my colleague Dr Dhouha Kbaier, we are currently offering the following PhD studentships:

• Game-Theoretic Approaches to Environmental Risk with the University of Bath
• ADAPTIVE CONTINUOUS LEARNING
• EXPLORING MACHINE LEARNING AND COMPUTATIONAL TECHNIQUES TO INFORM RAPID ADAPTIVE CLIMATE CHANGE
• HOW DO YOU HAVE AN AI FORGET - RESPONSIBLY?

 Please get in touch with either one of us, if you're interested

Previous Research Projects

OSC Funded: Game-Theoretic Approaches to Environmental Risk​

• Applying game theory to analyse and mitigate environmental risks​
• Research Focus: Investigating game-theoretic models and strategies for addressing environmental risks and uncertainties​
• Collaboration: Collaborative project with the, Institute for Mathematical Innovation, University of Bath,  involving interdisciplinary research, collaboration with experts in environmental science and policy, and engagement with relevant interested parties, such as NGOs

Potential Research Collaborations

I'm currently looking to build relationships with NGOs or policy think tanks who are involved in influencing governmental decision-making on or public perceptions of climate change. Please get in touch with me if this is of interest.