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Learning enhancement with high firing irregularity produced by a two compartment neuron
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2011-12)
This thesis introduced a different approach in modeling and producing firing irregularity at high rates in order to investigate in an alternative way the claim of Christodoulou and Cleanthous [1] and Cleanthous and ...
Rule extraction of cardiovascular database using decision trees
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2009-06)
This study analyses the rule extraction of the cardiovascular database using classification algorithm. Heart disease is one of the most common causes of death in the western world and increasing so in Cyprus.
We constructed ...
Extracting Explainable Assessments of Alzheimer’s Disease via Machine Learning on Brain MRI data
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2024-06-13)
This master’s thesis focuses on the development of machine learning models and argumentation frameworks for the early diagnosis of Alzheimer's disease (AD) using brain MRI data. AD is the most common type of dementia, often ...