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Computer Science PhD Research Projects

We have 1,126 Computer Science PhD Research Projects

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We have 1,126 Computer Science PhD Research Projects

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Data Quality and Cleaning in Big Data

The proliferation of Big Data analytics is developing ever more sophisticated models for intelligent data-driven insight and decision making in business and in other areas such as health and social care. Read more

Atmospheric Models for Real-time Immersive Rendering

We experience our world in an environment that is not an empty vacuum, but filled with air that we breathe. The atmosphere not only provides our breath of life but continuously influences what we see around us. Read more

Trustworthy Exploration of Large Portfolio with Ensemble Topic Mapping

This project aims to explore the affordances and limitations of an ensemble approach to topic modelling and the opportunities and challenges in brings to the visualisation of such models for non-expert end-users. Read more

Making AI more eco-friendly

As AI is becoming more ubiquitous in many research fields and applications, AI models need to be energy efficient. The training of AI models (such as deep networks) requires extensive computational power, especially when large datasets are used, and multiple runs for prototyping and hyper-parameters tuning are needed. Read more

Approximate Computing for next-gen AI-specific Accelerators

Intelligent systems are pervading every aspect of modern society and their use has become essential in many industries, from big data to industry 4.0, from cloud computing to the Internet of Things, from smart cities to smart wearable devices. Read more

Compiler Construction for Digital Twin Simulations

System phantoms, digital twins, shadow systems. They go by different names but they share the same principle. let a machine simulate cyber-physical systems instead of observing the real world. Read more

Characterising Automatically Generated Text

Research is needed to understand the differences between human and machine generated text. Prior research has focused on identification of identification of deceptive text, such as phishing attempts or bot-generated tweets. Read more

Semantic Model-Driven Explainable Machine Learning Approach for IoT Applications

The increasing availability of sensors and smart things has caused a rise in Internet of Things (IoT) applications. Such technologies has permeated into every aspects of human activities, including technological advancement. Read more

Machine Learning and Hyper-heuristics

Hyper-heuristics (HH) have been successfully used to solve combinatorial problems from different problem domains, such as vehicle routing, bin packing and constraint satisfaction problems. Read more

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