3 papers
q-bio.BM2025
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…
cs.LG2025
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…
cs.CL2024
Seq2Seq Model-Based Chatbot with LSTM and Attention Mechanism for Enhanced User Interaction
Lamya Benaddi, Charaf Ouaddi, Adnane Souha +5
A chatbot is an intelligent software application that automates conversations and engages users in natural language through messaging platforms. Leveraging artificial intelligence…