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Badreddine Benyacoub

Observed names: B. Benyacoub, Badreddine BENYACOUB, Benyacoub, Badreddine
ORCID: 0000-0003-2051-3914
Observed ORCID: 0000-0003-2051-3914
OpenAlex ID: A5043083848
Machine Learning Enhances Flood Resilience Measurement in a Coastal Area – Case Study of Morocco
2023 · N. Satour, B. Benyacoub, et al. · Journal of Environmental Informatics · 24
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Semi-supervised adapted HMMs for P2P credit scoring systems with reject inference
2022 · Monir El Annas, Badreddine Benyacoub, et al. · Computational Statistics · 12
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Credit Scoring Model Based on HMM/Baum-Welch Method
2021 · Badreddine Benyacoub, Souad ElBernoussi, et al. · Computational Economics · 12
Mining human activity using dimensionality reduction and pattern recognition
2016 · Ismail El Moudden, Mounir Ouzir, et al. · Contemporary Engineering Sciences · 10
Hidden Markov Models Training Using Hybrid Baum Welch - Variable Neighborhood Search Algorithm
2022 · Monir El annas, Mohamed Ouzineb, et al. · Statistics Optimization & Information Computing · 9
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Building classification models for customer credit scoring
2014 · Badreddine Benyacoub, Souad El Bernoussi, et al. · International Conference on Logistics Operations Management (GOL) · 8
KPCA over PCA to assess urban resilience to floods
2021 · Narjiss Satour, Badreddine Benyacoub, et al. · E3S Web of Conferences · 7
Multi Dimensional Hidden Markov Model for Credit Scoring Systems in Peer-To-Peer (P2P) Lending
2019 · El Annas Monir, Mohamed Ouzineb, et al. · Lecture notes in networks and systems · 5
Classification with hidden Markov model
2014 · Badreddine Benyacoub, Souad ElBernoussi, et al. · Applied Mathematical Sciences · 4
Unveiling the Power of Cost Sensitivity: A Comparative Study of Different Models on Imbalanced Datasets in Machine Learning
2025 · Redouane Hakimi, Badreddine Benyacoub, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 3
Application of the QuEChERS Method for the Analysis of Contamination by Pesticide Residues in the Sediments of Three Moroccan lagoons
2023 · Rachida Fegrouche, Hicham Dahak, et al. · Journal of Ecological Engineering · 3
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PCA SVM and Xgboost Algorithms for Covid-19 Recognition in Chest X-Ray Images
2022 · R. Assawab, Abdellah Elzaar, et al. · Lecture notes on data engineering and communications technologies · 3
Modeling Human Behavior Using Feature Extraction and Class Prediction
2016 · Ismail Elmoudden, Badreddine Benyacoub, et al. · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC) · 3
Initial Model Selection for the Baum-Welch Algorithm Applied to Credit Scoring
2015 · Badreddine Benyacoub, Ismail ElMoudden, et al. · Advances in intelligent systems and computing · 2
Credit scoring model based on Baum-Welch method
2013 · Badreddine Benyacoub, Souad El Bernoussi, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 2
A multiclass classifier based on hidden markov model with left inverse algorithm
2025 · Boutaina Ouriarhli, Badreddine Benyacoub, et al. · International Journal of Data Science and Analytics · 1
Churn Prediction Using Mathematical Programming via a Linear Classification Algorithm
2024 · Mohamed Barhdadi, Badreddine Benyacoub, et al. · Mathematical Models and Computer Simulations · 1
A Variable Neighborhood Search (VNS) Heuristic Algorithm Based Classifier for Credit Scoring
2023 · Mohamed Barhdadi, Badreddine Benyacoub, et al. · Lecture notes in networks and systems · 1
A Variable Neighborhood Search Algorithmic Approach for Estimating MDHMM Parameters and Application in Credit Risk Evaluation for Online Peer-to-Peer (P2P) Lending
2020 · Monir El Annas, Mohamed Ouzineb, et al. · Lecture notes in computer science · 1
Auxiliary-Enhanced Survey Calibration: A Novel Framework for Reject Inference under Sample Selection Bias
2026 · Abderrahim EL AMRANI, Badreddine BENYACOUB, et al. · Research Square
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Hard and Soft Label Assignment for Cost-Sensitive Semi-Supervised Reject Inference in Credit Scoring
2026 · Abderrahim EL AMRANI, Mounir EL ANNAS, et al. · Research Square
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Reject Inference in P2P Lending Credit Scoring: A Semi-Supervised Logistic–CEM Approach
2026 · Abderrahim El amrani, Badreddine Benyacoub, et al. · Research Square
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Polynomial Classification EM for Reject Inference in P2P Credit Scoring: Semi-Supervised Learning Under Non-Random Selection
2026 · Abderrahim EL AMRANI, Badreddine BENYACOUB, et al. · Research Square
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Mixed-Integer Constrained Programming for Binary Classification, Feature Selection and Imbalanced Data
2026 · Redouane Hakimi, Badreddine Benyacoub, et al. · Research Square
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Mathematical Programming for Class Imbalance: A Cost-Sensitive Framework for P2P Credit Assessment
2026 · Redouane Hakimi, Badreddine Benyacoub, et al. · Springer proceedings in mathematics & statistics
Works count: 33
Citation count: 113
H-index: 7
I10-index: 4
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