All Outputs (9)

Computational methods toward early detection of neuronal deterioration (2019)
Thesis
Sadegh-Zadeh, S.-A. Computational methods toward early detection of neuronal deterioration. (Thesis). University of Hull. https://hull-repository.worktribe.com/output/4221749

In today's world, because of developments in medical sciences, people are living longer, particularly in the advanced countries. This increasing of the lifespan has caused the prevalence of age-related diseases like Alzheimer’s and dementia. Research... Read More about Computational methods toward early detection of neuronal deterioration.

Autoencoder for clinical data analysis and classification : data imputation, dimensional reduction, and pattern recognition (2017)
Thesis
Al Khaldy, M. (2017). Autoencoder for clinical data analysis and classification : data imputation, dimensional reduction, and pattern recognition. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4224219

Over the last decade, research has focused on machine learning and data mining to develop frameworks that can improve data analysis and output performance; to build accurate decision support systems that benefit from real-life datasets. This leads to... Read More about Autoencoder for clinical data analysis and classification : data imputation, dimensional reduction, and pattern recognition.

Data mining for heart failure : an investigation into the challenges in real life clinical datasets (2015)
Thesis
Kirke, L. (2015). Data mining for heart failure : an investigation into the challenges in real life clinical datasets. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4218159

Clinical data presents a number of challenges including missing data, class imbalance, high dimensionality and non-normal distribution. A motivation for this research is to investigate and analyse the manner in which the challenges affect the perform... Read More about Data mining for heart failure : an investigation into the challenges in real life clinical datasets.

Practical approaches to mining of clinical datasets : from frameworks to novel feature selection (2014)
Thesis
Poolsawad, N. (2014). Practical approaches to mining of clinical datasets : from frameworks to novel feature selection. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4215841

Research has investigated clinical data that have embedded within them numerous complexities and uncertainties in the form of missing values, class imbalances and high dimensionality. The research in this thesis was motivated by these challenges to m... Read More about Practical approaches to mining of clinical datasets : from frameworks to novel feature selection.

CernoCAMAL : a probabilistic computational cognitive architecture (2012)
Thesis
Miri, H. (2012). CernoCAMAL : a probabilistic computational cognitive architecture. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4214117

This thesis presents one possible way to develop a computational cognitive architecture, dubbed CernoCAMAL, that can be used to govern artificial minds probabilistically. The primary aim of the CernoCAMAL research project is to investigate how its pr... Read More about CernoCAMAL : a probabilistic computational cognitive architecture.

Distributed on-line safety monitor based on safety assessment model and multi-agent system (2012)
Thesis
Dheedan, A. A. (2012). Distributed on-line safety monitor based on safety assessment model and multi-agent system. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4213377

On-line safety monitoring, i.e. the tasks of fault detection and diagnosis, alarm annunciation, and fault controlling, is essential in the operational phase of critical systems. Over the last 30 years, considerable work in this area has resulted in a... Read More about Distributed on-line safety monitor based on safety assessment model and multi-agent system.

Navigation in unknown environment by building instantaneous spatial structures (2011)
Thesis
Hu, N. (2011). Navigation in unknown environment by building instantaneous spatial structures. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4210971

A strategy typically employed for mobile robot navigation in an unknown environment is to follow a nominal straight-line path to the goal point. During travelling on the nominal path, the robot uses distance information, e.g. derived from sonar senso... Read More about Navigation in unknown environment by building instantaneous spatial structures.

Predicting cardiovascular risks using pattern recognition and data mining. (2009)
Thesis
Nguyen, T. T. T. (2009). Predicting cardiovascular risks using pattern recognition and data mining. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4209582

This thesis presents the use of pattern recognition and data mining techniques into risk prediction models in the clinical domain of cardiovascular medicine. The data is modelled and classified by using a number of alternative pattern recognition and... Read More about Predicting cardiovascular risks using pattern recognition and data mining..

Quantum recurrent neural networks for filtering (2009)
Thesis
Ahamed, W. U. (2009). Quantum recurrent neural networks for filtering. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4209270

The essence of stochastic filtering is to compute the time-varying probability densityfunction (pdf) for the measurements of the observed system. In this thesis, a filter isdesigned based on the principles of quantum mechanics where the schrodinger w... Read More about Quantum recurrent neural networks for filtering.