Fundamental research questions and proposals on predicting cryptocurrency prices using DNNs

• Main Authors: Pintelas, Emmanuel, Livieris, Ioannis, Stavroyiannis, Stavros, Kotsilieris, Theodore, Pintelas, Panagiotis
• Other Authors: Πιντέλας, Εμμανουήλ
• Format: Technical Report
• Language: English
• Published: 2020
• Subjects: Deep learning; CNN; LSTM; BiLSTM; Cryptocurrency price prediction; Time-series; Βαθιά μάθηση; Χρονοσειρές

In last decade, cryptocurrency has emerged in financial area as a key factor in businesses and financial market opportunities. Accurate predictions can assist cryptocurrency investors towards right investing decisions and lead to potential increased profits. Additionally, they can also support polic...