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University of Bradford Computer Science & IT PhD Projects, Programs & Scholarships
We have 31 University of Bradford Computer Science & IT PhD Projects, Programs & Scholarships
We have 31 University of Bradford Computer Science & IT PhD Projects, Programs & Scholarships
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Automatic Engineering Knowledge Extraction from Automotive Field Failure Data
Research Group:
Advanced Automotive Analytics Research Institute
This project, carried out in conjunction with a major global automotive manufacturer, aims to develop, implement and validate a model-based systems engineering (MBSE) based knowledge engineering approach to underpin data-driven learning from automotive operational reliability data, specifically warranty data. Read more
Robust Machine Learning Models for Automotive Warranty Heterogeneous Data
Research Group:
Automotive Research Centre‌
This project, carried out in conjunction with a major global automotive manufacturer, aims to develop and validate machine learning algorithms for semantic processing of heterogeneous data available from operational automotive systems warranty databases, and the automatic generation of data models. Read more
Consumers’ authenticity perception towards smart technologies in the service industry
Research Group:
School of Management
Consumers nowadays are constantly searching for a sense of authenticity, and businesses, particularly for those in the service industry, are also endeavouring to offer authentic experiences to customers. Read more
IoT and AI-supported Decision Support System for Circularity Decisions
Research Group:
Applied Computing
The traditional linear economy using a take‐make‐dispose model is resource intensive and has adverse environmental impacts. Circular economy (CE), which is regenerative and restorative by design, is recommended as the business model for resource efficiency. Read more
The Development of New Models for the Prediction of Vehicle Brake Judder Under Transient Conditions
Research Group:
Mechanical and Process Engineering
The increasing provision of regenerative braking on road vehicles will enable the friction brakes to be downsized, with an associated weight and cost saving, but their performance (torque generated, fade resistance, durability, pedal feel and resistance to the development of judder) must meet established user standards. Read more
Testing Robotics and Autonomous Systems Using Search-based Techniques
Research Group:
Applied Computing
Robotics and Autonomous Systems (RAS) are becoming indispensable for human productivity and it is estimated that there will be a £13 billion global market for RAS by 2025. Read more
Safety and Reliability Analysis of Cyber-Physical Systems
Modern cyber-physical systems such as the autonomous vehicles, unmanned aerial vehicles, distributed and cloud-controlled robotics, telehealth systems, water distribution network, and smart energy grids are made more sophisticated and fault-tolerant by including new functionality and capabilities into them. Read more
Safe and Secure IoT-enabled Smart Systems
In recent years, the Internet of Things (IoT) has received a lot of attention from industry and academia. It is envisaged that by 2025, over 80 billion devices around the globe will be connected to the Internet. Read more
Responsible AI for Health and Social Care
The increasing adoption of Artificial Intelligence (AI) technologies that could impact humanity raises increasing concerns from general public, industry and regulatory bodies. Read more
Natural Language Processing (NLP) in Artificial Intelligence: Design and development of a Hybrid – Linguistic and ML – conversational – dialogue agent
Research Group:
Visual Computing
Conversational agents, commonly known as chatbots are computer programs that engage in conversation using Natural Language (NL) dialogue with a human user. … Read more
Multi-vector Energy Systems Planning and Operation with High Penetration of Renewable Energy Sources
Research Group:
Mechanical and Process Engineering
The UK has legally-binding targets to reduce its greenhouse gas (GHG) emissions and increase the use of renewable sources of energy. Read more
Impact of Sediment Transport and Vegetation to the Reservoir Hydrodynamics within Fluvial Environment
Reservoirs and dams are popular control mechanisms for different water resources around the world. However, lately, there have been increasing incidences of reservoir failure linked to sediment transport and vegetation within its environment, that have caused massive financial and social impacts. Read more
Explainable AI: Making Machine/Deep Learning models explainable
Traditional Artificial Intelligence(AI) technologies such as Machine/Deep learning used in developing intelligent/smart solutions largely rely on utilising best representative test datasets and features engineering and less on the available domain expertise. Read more
Design and Evaluation of Task-driven Visualisation Dashboards
Visualization dashboards are widely adopted by organizations and individuals to support data-driven situational awareness and decision making. Read more
Applications of graph theory in data science
The aim of the project is to use and apply the discrete mathematics and data visualisation techniques such as graphs, trees, combinatorics etc, to enhance existing clustering techniques in big graphs with potential applications such as nature language processing. Read more