This opportunity is now closed.

Funded PhD Opportunity

BTIIC-05: Process Analytics for predictive and self-correcting processes

This project is funded by: BT Ireland Innovation Centre (BTIIC) Inveset NI

Subject: Computer Science and Informatics


Summary

BT Ireland Innovation Centre:

This studentship is one of twelve such PhD studentships, offered in collaboration with British Telecom and tenable in the School of Computing, Faculty of Computing, Engineering and the Built Environment at Ulster University based at the Jordanstown campus. The studentships relate to different research topics in future telecommunication networks and services with a particular emphasis on Intelligent Systems, Future Big Data Analytics, Internet of Things (IoT), Cyber Security, Fixed and Mobile Network Services. They are part of the recently funded BT Ireland Innovation Centre (BTIIC) which is a collaborative project between BT and Ulster University, with a large presence in BT Belfast. BTIIC is an ambitious research and engineering project, initially running for 5 years, and funded by Invest Northern Ireland. It comprises two Research Workstreams: (i) Intelligent Systems, and (ii) IoT – Trust, Security and Dependability. The research topics proposed for the 12 studentships are in these broad areas.

Project summary: Business Process Management is a critical area of Information Technology, helping businesses, governments, NGOs etc. all over the world to leverage their resources for maximum benefit. Today, business processes of all types increasingly rely on cloud-based distributed services, spread across the globe and generating huge amount of diverse data. It is widely recognized that the capabilities of Big Data Analytics to improve non-standardised, highly variable business processes may depend on efficient and scalable procedures for taking into account the representation of the process semantics as well as of the observable process events. Building on an existing bespoke system, and associated algorithms, developed within British Telecom over the past decade, new concepts for process analytics based on clustering of sequences, graph based similarity, and decision mining will be investigated. In particular, it is expected the PhD candidate will extend the previous work to develop enhanced predictive and self-correcting processes.

Additional Application Information: On the application form applicants should select one main BTIIC project and a maximum of two further project titles in which they are interested. During the lifetime of the project there will be opportunities to work with BT Belfast Global Development Centre and there also may be openings to spend a period of time as part of a related Internship at BT Adastral Park Research Laboratories in Martlesham, Suffolk, UK (see (http://atadastral.co.uk/).  Arrangements for the internship / visits will be made by the supervisory team of the PhD project in conjunction with BT, subject to satisfactory student academic performance on the project.


Essential criteria

  • To hold, or expect to achieve by 15 August, an Upper Second Class Honours (2:1) Degree or equivalent from a UK institution (or overseas award deemed to be equivalent via UK NARIC) in a related or cognate field.

Desirable Criteria

If the University receives a large number of applicants for the project, the following desirable criteria may be applied to shortlist applicants for interview.

  • First Class Honours (1st) Degree
  • Masters at 70%

Funding

This project is funded by: BT Ireland Innovation Centre (BTIIC) Inveset NI

The scholarships will cover tuition fees and a maintenance award of not less than £14,777 per annum for three years (subject to satisfactory academic performance). Applications are invited from UK, European Union and overseas students.


Other information


The Doctoral College at Ulster University


Reviews

Profile picture of Adrian Johnston

As Senior Engineering Manager of Analytics at Seagate Technology I utilise the learning from my PhD ever day

Adrian Johnston - PhD in Informatics

Watch Video  

Key dates

Submission deadline
Friday 17 August 2018

Interview Date
Late August 2018


Applying

Apply Online  


Contact supervisor

Dr Darryl Charles


Other supervisors

Related Funded Opportunities

Context aware Brain Computer Interfaces and Internet of Things (IoT)

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Autonomous Object Recognition for Robots

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Neural Data Science, Computational Neuromodulation, and Metalearning

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Augmented Reality Brain-computer Interface

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Gaining a better understanding of our Planet through Deep Learning-based Data Analytics

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Data Analytic Technologies to Combat Human Trafficking

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Adaptive Learning for Modelling Non-stationary Dynamical Systems

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Computational and Mathematical Modelling of Predator-Prey Systems

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Applying Natural Language Processing to the automated fact checking of legal documents

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Computing

Subject: Computer Science and Informatics

 View details

Deep-learning assisted tele-medicine for the delivery of diabetic retinopathy screening in low- and middle-income countries

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

The impact of the analytical performance of laboratory tests on clinical decision making

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Intelligent Systems

Subject: Computer Science and Informatics

 View details

Sensing human emotion within pervasive environments

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Magic Hands: Non-invasive hand tracking for virtual reality and game based stroke rehabilitation.

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Intelligent Mobility Aids to Promote Physical Activity in Children with Cerebral Palsy

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Nursing and Health

 View details

Network Machine Learning Approach to Financial Crime Detection

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Trusting the uncertainty in machine learning predictions

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Mapping the Brain with Zero Knowledge using advanced AI and Data Analytics

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Neuro Sense: serious games for in-situ autism assessment

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Exploiting Brain Inspired Information Processing in Hardware to Develop Highly Reliable, Always-on Smart Sensor Systems.

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Computer Science and Informatics

 View details

Autonomous Decision Analytics by Integrating Machine Learning and Symbolic Reasoning

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

An Approach for Constructing and Sharing Open Data Sets in Experimental Pervasive Computing

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

RECASE: Robot-Enabled Care system in Smart Environments

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Sensing and Modelling Air Quality for Healthy Living (SMAQ)

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Chatbots for decision support and reporting in healthcare

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

PostCrypt: Data Security for the future

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Enhanced Augmented Reality with Data Engineering and AI for Smart Digital Education

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics|Education

 View details

AI-enabled Automated Behaviour Analysis for User-centric Systems

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Quantitatively assessment of limb motion utilising wearable sensors in remote rehabilitation

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details

Towards Trusted Cognitive Intelligence for User-centric Smart Systems

Closing date:
Friday 7 February 2020
Subject: Computer Science and Informatics

 View details