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Greek patent classification using deep learning
(Πανεπιστήμιο Δυτικής Αττικής, 2023-02-22)
Patents are documents that contain state of the art technical and scientific information in almost every field of science. Patent applications filed every day in the Hellenic Industrial Property Organization, have to be ...
Spatial-temporal crime prediction using deep learning
(Πανεπιστήμιο Δυτικής Αττικής, 2022-09-26)
Dealing with crime is one of the main purposes of a society. Therefore, the law enforcement authorities with the limited resources they have are trying to fight crime, which is characterized by dynamic spatio-temporal ...
Applying reinforcement learning algorithms for profitable strategies in a stock market simulator
(Πανεπιστήμιο Δυτικής Αττικής, 2023-10-13)
Financial time series present unique characteristics that an investor, analyst or algorithmic trader has to take always into account. One of the defining features is their inherent volatility and non-linearity. Unlike many ...