1 Feb 2026Open access
A novel BERT-long short-term memory hybrid model for effective credit card fraud detectionPublisher siteIAES International Journal of Artificial Intelligence, Imbalanced Data Classification Techniques
Active, last published 2026
In imbalanced data classification techniques
Oussama
Ndama
Scholar“Research focused on Imbalanced Data Classification Techniques and adjacent fields.”
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01 · About the work
What I study
ussama Ndama is a researcher working on Imbalanced Data Classification Techniques. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Oussama's work has been cited 21 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Imbalanced Data Classification Techniques×9Financial Distress and Bankruptcy Prediction×9Topic Modeling×3Spam and Phishing Detection×3Sentiment Analysis and Opinion Mining×2
04 · Where I am
Affiliations
Affiliation on published researchAbdelmalek Essaâdi University, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
17 works1 Dec 2025Open access
Unified BERT-LSTM framework enhances machine learning in fraud detection, financial sentiment, and biomedical classificationPublisher siteIAES International Journal of Artificial Intelligence, Imbalanced Data Classification Techniques
1 Aug 2025Open access
Enhancing multi-class text classification in biomedical literature by integrating sequential and contextual learning with BERT and LSTMPublisher siteInternational Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering, Topic Modeling
10 Apr 2025
Enhancing Credit Risk Assessment with Machine Learning Algorithms: A Comparative Study of Label Encoding and One-Hot Encoding Across Multiple ClassifiersPublisher site19 Jan 2025Open access1cites
The impact of BERT-infused deep learning models on sentiment analysis accuracy in financial newsPublisher siteBulletin of Electrical Engineering and Informatics, Stock Market Forecasting Methods
1 Jan 2025
A Comprehensive Evaluation of Data Balancing Techniques and Machine Learning Models for Credit Risk AssessmentPublisher siteLecture notes in information systems and organisation, Financial Distress and Bankruptcy Prediction
22 Nov 2024Open access
Hybrid approach for tweets similarity classification founded on case based reasoning and machine learning techniquesPublisher siteBulletin of Electrical Engineering and Informatics, Sentiment Analysis and Opinion Mining
31 Oct 2024Open access
Enhancing fake profile detection through supervised and hybrid machine learning: a comparative analysisPublisher siteIndonesian Journal of Electrical Engineering and Computer Science, Advanced Malware Detection Techniques
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