4 papers
Mathematical Insights into Protein Architecture: Persistent Homology and Machine Learning Applied to the Flagellar Motor
Zakaria Lamine, Abdelatif Hafid, Mohamed Rahouti
We present a machine learning approach that leverages persistent homology to classify bacterial flagellar motors into two functional states: rotated and stalled. By embedding prote…
Predicting Market Trends with Enhanced Technical Indicator Integration and Classification Models
Abdelatif Hafid, Abderazzak Mouiha, Linglong Kong +4
Thanks to the high potential for profit, trading has become increasingly attractive to investors as the cryptocurrency and stock markets rapidly expand. However, because financial…
Machine Learning and Deep Learning in Computational Finance: A Systematic Review
Soufiane El Amine El Alami, Abderazzak Mouiha, Abdelatif Hafid +1
This systematic review examines how machine learning (ML) and deep learning (DL) have transformed forecasting, decision-making, and financial modelling, promoting innovation and ef…
Cryptocurrency Price Forecasting Using XGBoost Regressor and Technical Indicators
Abdelatif Hafid, Maad Ebrahim, Ali Alfatemi +2
The rapid growth of the stock market has attracted many investors due to its potential for significant profits. However, predicting stock prices accurately is difficult because fin…