1 Mar 2026Open access
Explainable hybrid deep learning framework for cryptocurrency price forecasting using CNN-BiLSTM-TCN and SHAP analysisPublisher siteResults in Engineering, Stock Market Forecasting Methods
Active, last published 2026
In stock market forecasting methods
Issam
Aattouchi
Scholar“Research focused on Stock Market Forecasting Methods and adjacent fields.”
Ibn Tofail University
Morocco
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01 · About the work
What I study
ssam Aattouchi is a researcher working on Stock Market Forecasting Methods. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Issam's work has been cited 29 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Stock Market Forecasting Methods×5Blockchain Technology Applications and Security×2Sentiment Analysis and Opinion Mining×2Advanced Text Analysis Techniques×2
04 · Where I am
Affiliations
Affiliation on published researchUniversité Ibn-Tofail, MoroccoDrawn from the institution listed on this researcher’s published work.
05 · Selected work
Recent publications
4 works1 Jan 2026
Deep Learning for Cryptocurrency Markets: Integrating Bidirectional LSTM and Graph Attention Networks to Predict Ethereum PricesPublisher siteMathematical Modeling and Computing, Stock Market Forecasting Methods
16 Oct 2025
Enhanced ECG Classification Using Deep Convolutional Neural NetworksPublisher site1 Jan 2024
A Comparative Study of Deep Learning Loss Functions: A Polyp Segmentation Case StudyPublisher siteStudies in computational intelligence, Radiomics and Machine Learning in Medical Imaging
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