Browsing by Subject "Computational intelligence"
Now showing items 1-7 of 7
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Conference Object
Automated segmentation of folk songs using artificial neural networks
(INSTICC Press, 2014)Two different systems are introduced, that perform automated audio annotation and segmentation of Cypriot folk songs into meaningful musical information. The first system consists of three artificial neural networks (ANNs) ...
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Conference Object
Computational intelligence in management of ATM networks: a survey of current state of research
(1999)Today, a number of researchers are looking at alternative non-analytical control system design and modeling techniques that have the ability to devise effective, robust ATM network management schemes. Such schemes employ ...
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Doctoral Thesis Open Access
Extending structural and functional properties of Fuzzy Cognitive Maps
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2017-05)Ο κύριος άξονας της έρευνας που διεξήχθη στα πλαίσια αυτής της διδακτορικής διατριβής είναι η εξερεύνηση διαφόρων λύσεων σε θέματα που αφορούν τον σχεδιασμό, την κατασκευή και την λειτουργικότητα των Ασαφών Γνωστικών Χαρτών ...
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Doctoral Thesis Open Access
Feature extraction from optical coherence tomography images for tissue classification
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2020-05)Ένα μεγάλο ποσοστό καρκίνων πηγάζει από το επιθήλιο των οργάνων του σώματος. Πριν γίνουν επεμβατικοί, στα στάδια της δυσπλασίας και του καρκινώματος in situ, τα πρώιμα καρκινικά κύτταρα αλλάζουν την επιθηλιακή δομή. Πιο ...
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Conference Object
Prenatal diagnosis of aneuploidy using artificial neural networks in relation to health economics
(Springer Verlag, 2016)The early detection of fetal chromosomal abnormalities such as aneuploidies, has been an important subject in medicine over the last thirty years. A pregnant woman is advised by the doctor to perform an amniocentesis test, ...
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Doctoral Thesis Open Access
System partitioning for improved event diagnosis and accommodation
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2020-05)Τις τελευταίες δεκαετίες, οι τεχνολογικές εξελίξεις στους αισθητήρες, την υπολογιστική ισχύ και τα συστήματα ελέγχου, έχουν παρακινήσει την ανάπτυξη μεθοδολογιών διάγνωσης και ελέγχου για μεγάλα πολύπλοκα συστήματα. Οι ...
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Article
Training bidirectional recurrent neural network architectures with the scaled conjugate gradient algorithm
(2016)Predictions on sequential data, when both the upstream and downstream information is important, is a difficult and challenging task. The Bidirectional Recurrent Neural Network (BRNN) architecture has been designed to deal ...