29 citations · 29 across the 4 of their papers we have counts for
4 papers
Decoding Market Emotion from Blockchain Activity: A Data-Driven Sentiment Classifier
Arthur G. Bubolz, Abreu Quevedo, Giancarlo Lucca +3
The growing use of Bitcoin as a decentralized digital asset and investment tool has sparked strong interest in understanding its market behavior. This study presents a new approach…
Impact of Data-Oriented and Object-Oriented Design on Performance and Cache Utilization with Artificial Intelligence Algorithms in Multi-Threaded CPUs
Gabriel M. Arantes, Giancarlo Lucca, Eduardo N. Borges +3
The growing performance gap between multi-core CPUs and main memory necessitates hardware-aware software design paradigms. This study provides a comprehensive performance analysis…
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements
Gabriel M. Arantes, Richard F. Pinto, Bruno L. Dalmazo +5
Binary options trading is often marketed as a field where predictive models can generate consistent profits. However, the inherent randomness and stochastic nature of binary option…
A Pattern Recognition System for Detecting Use of Mobile Phones While Driving
Rafael A. Berri, Alexandre G. Silva, Rafael S. Parpinelli +2
It is estimated that 80% of crashes and 65% of near collisions involved drivers inattentive to traffic for three seconds before the event. This paper develops an algorithm for extr…