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Assessment and comparison of existing methods and datasets for sentiment analysis of Greek texts
(Πανεπιστήμιο Δυτικής ΑττικήςUniversité de Limoges, 2022-06-30)
Sentiment Αnalysis is a well-known field of Natural Language Processing that is concerned with text classification. There is a vast number of papers, especially for the English language, that present state-of-the-art results ...
Artificial intelligence in pharmaceutical domain (with emphasis on the data quality). ALCOA prediction from pharmaceutical industry line
(Πανεπιστήμιο Δυτικής Αττικής, 2022-07)
We can all imagine the amount of data generated during the procedure of the production of a medicine in a pharmaceutical industry. Data are taken from the import of the raw material to the factory, its analysis until it ...
Wildfire prediction using machine learning
(Πανεπιστήμιο Δυτικής Αττικής, 2022-07-18)
The use of supervised Machine Learning algorithms is widespread in the science of fires. The objective of this postgraduate thesis was to conduct three experiments utilizing only weather variables for the region of the ...