Giorgos Demosthenous- PhD Student at University of Cyprus
Giorgos Demosthenous
- PhD Student at University of Cyprus
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4
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Publications
Publications (4)
This study investigates the impact of data source diversity on the performance of cryptocurrency forecasting models by integrating various data categories, including technical indicators, on-chain metrics, sentiment and interest metrics, traditional market indices, and macroeconomic indicators. We introduce the Crypto100 index, representing the top...
Psychological responding to stressful situations such as experiential avoidance (EA) is central to the development of several psychopathologic conditions, yet it tends to be assessed solely via retrospective self-report. The purpose of this study is to utilize machine-learning algorithms to delineate and predict individuals classified as high vs. l...
Developing expert systems that make use of artificial intelligence (AI) to provide predictive analytics as well as targeted recommendations for decision support has been gaining momentum in recent years. Both academia and industry are looking into creating such systems to solve real-world problems and tackle specific challenges. In our work, we inv...
Deploying sophisticated deep learning models on embedded devices with the purpose of solving real-world problems is a struggle using today's technology. Privacy and data limitations, network connection issues, and the need for fast model adaptation are some of the challenges that constitute today's approaches unfit for many applications on the edge...
