Browsing by Keywords "Text classification"
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Deep-Learning vs Classical Machine-Learning comparison for text classification
(Πανεπιστήμιο Δυτικής Αττικής, 2022-07-08)The Classical Machine Learning and Deep Learning models are used to provide solutions in everyday technologies, like weather prediction, stock price prediction, voice-to-text conversion, fraud detection, quality assurance, ... -
Προσέγγιση δυαδικής ταξινόμησης για τον εντοπισμό περιπτώσεων παιδικής εκμετάλλευσης σε μηνύματα συνομιλίας με χρήση της πλατφόρμας SPARK
(Πανεπιστήμιο Δυτικής Αττικής, 2023-06-21)The present thesis challenges the probability of sexual offenders identification in chat messages using machine learning algorithms. Text filtering and pre-processing techniques are emphasized and tests with various ...