17 May 2026Open access
A two stage framework integrating base deep models with multiscale residual attention fusion for complex temporal dynamicsPublisher siteDiscover Artificial Intelligence, Traffic Prediction and Management Techniques
UniversitiesAbdellah Elzaar
Active, last published 2026
In stock market forecasting methods
Abdellah
Elzaar
Scholar“Research focused on Stock Market Forecasting Methods and adjacent fields.”
Université de Bourgogne
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01 · About the work
What I study
bdellah Elzaar 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
Abdellah's work has been cited 58 times across 5 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×5Advanced Neural Network Applications×3Financial Markets and Investment Strategies×3Human Pose and Action Recognition×3Anomaly Detection Techniques and Applications×3
04 · Where I am
Affiliations
Affiliation on published researchUniversité de BourgogneDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
14 works16 Apr 202518cites
Hybrid Transformer-CNN architecture for multivariate time series forecasting: Integrating attention mechanisms with convolutional feature extractionPublisher siteJournal of Intelligent Information Systems, Time Series Analysis and Forecasting
1 Jan 2025Open access
Advancements in CNN Architectures for Offline Handwritten Arabic Character RecognitionPublisher siteE3S Web of Conferences, Handwritten Text Recognition Techniques
1 Jan 2025Open access
A Smart Gas Sensing Framework Based on Microstrip Ring Resonatorand Hybrid GRU–Transformer Deep Learning for Amplitude-Shift PredictionPublisher siteSSRN Electronic Journal, Acoustic Wave Resonator Technologies
2 Sept 2024Open access6cites
Improved semantic-guided network for skeleton-based action recognitionPublisher siteJournal of Visual Communication and Image Representation, Human Pose and Action Recognition
4 Jun 2024Open access3cites
Design and Hardware Implementation of CNN-GCN Model for Skeleton-Based Human Action RecognitionPublisher siteWSEAS TRANSACTIONS ON COMPUTER RESEARCH, Human Pose and Action Recognition
26 Sept 20234cites
Prediction of US 30‐years‐treasury‐bonds movement and trading entry point using the robust 1DCNN‐BiLSTM‐XGBoost algorithmPublisher siteExpert Systems, Stock Market Forecasting Methods
6 Apr 2023Open access3cites
Prediction of US 30-years-treasury-bonds mouvement and trading entry point using Robust 1DCNN-BiLSTM-XGBoost algorithmPublisher siteExpert Academic Profiles go further
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