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Abou Bakary Ballo

Observed names: Abou Bakary BALLO, BALLO, Abou Bakary
Observed institutions: Doshisha University, Université de Bourgogne, Université Pelefero Gon Coulibaly, ImViA - Imagerie et Vision Artificielle, Université Virtuelle de Côte d'Ivoire, Université Félix Houphouët-Boigny
ORCID: 0000-0002-0439-8584
Observed ORCID: 0000-0002-0439-8584
OpenAlex ID: A5075035401
Top-K Feature Selection for IoT Intrusion Detection: Contributions of XGBoost, LightGBM, and Random Forest
2025 · Brou Médard Kouassi, Abou Bakary Ballo, et al. · Future Internet · 27
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Cocoa Pods Diseases Detection by MobileNet Confluence and Classification Algorithms
2023 · Diarra MAMADOU, Kacoutchy Jean AYIKPA, et al. · International Journal of Advanced Computer Science and Applications · 23
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Classification of Cocoa Beans by Analyzing Spectral Measurements Using Machine Learning and Genetic Algorithm
2024 · Kacoutchy Jean Ayikpa, Pierre Gouton, et al. · Journal of Imaging · 12
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Optimization of Cocoa Pods Maturity Classification Using Stacking and Voting with Ensemble Learning Methods in RGB and LAB Spaces
2024 · Kacoutchy Jean Ayikpa, Abou Bakary Ballo, et al. · Journal of Imaging · 10
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Application of the Learning Set for the Detection of Jamming Attacks in 5G Mobile Networks
2023 · Brou Médard KOUASSI, Vincent MONSAN, et al. · International Journal of Advanced Computer Science and Applications · 9
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An Application of Machine Learning Methods to Detect Mango Varieties
2024 · Abou Bakary Ballo, Moustapha Diaby, et al. · Open Journal of Applied Sciences · 8
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Optimization of Mango Leaf Disease Detection Using a Hybrid Machine Learning Approach
2024 · Abou Bakary Ballo, Adama Coulibaly, et al. · International Journal of Computer Theory and Engineering · 7
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CocoaMFDB: A dataset of cocoa pod maturity and families in an uncontrolled environment in Côte d'Ivoire
2023 · Kacoutchy Jean Ayikpa, Diarra Mamadou, et al. · Data in Brief · 7
Optimized Intrusion Detection in the IoT Through Statistical Selection and Classification with CatBoost and SNN
2025 · Brou Médard Kouassi, Abou Bakary Ballo, et al. · Technologies · 5
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Analysis of the Impact of Color Spaces on Skin Cancer Diagnosis Using Deep Learning Techniques
2023 · Diarra Mamadou, Kacoutchy Jean Ayikpa, et al. · Revue d intelligence artificielle · 5
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Multi-Source Satellite Imagery and Machine Learning for Detecting Geological Formations in Cameroon’s Western Highlands
2025 · Kacoutchy Jean Ayikpa, Valère-Carin Jofack Sokeng, et al. · Signals · 4
A Transfer Learning Approach to Mango Image Classification
2024 · Abou Bakary Ballo, Moustapha Diaby, et al. · Lecture notes in networks and systems · 3
A Comprehensive Study of IoT Security Issues and Protocols
2023 · Abou Bakary Ballo, Diarra Mamadou · International Journal of Computer Engineering in Research Trends · 3
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Enhancing Face Recognition Performance with Multispectral Imaging and Machine Learning: Comparison from Sift and Sift-Freak Feature Extraction
2023 · Diarra Mamadou, Kacoutchy Jean Ayikpa, et al. · International Journal on Recent and Innovation Trends in Computing and Communication · 2
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Application of Three Convolutional Neural Network Algorithms for Occluded Face Identification and Recognition for System Security
2022 · Diarra Mamadou, Kacoutchy Jean Ayikpa, et al. · American Journal of Multidisciplinary Research and Innovation · 2
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A Hybrid Feature Fusion and Machine Learning Approach for Cocoa Pod Disease Detection
2025 · Kacoutchy Jean Ayikpa, Abou Bakary Ballo, et al. · Human-Centric Intelligent Systems · 1
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Intelligent Selection of Spectral Bands from High-Precision Spectroradiometer Measurements for Optimizing Cocoa Bean Classification
2025 · Kacoutchy Jean Ayikpa, Diarra Mamadou, et al. · Electronics · 1
Detecting and Extracting Cocoa Pods in the Natural Environment Using Deep Learning Methods
2023 · Kacoutchy Jean Ayikpa, Diarra Mamadou, et al. · Lecture notes in networks and systems · 1
Cocoa Bean Classification Using Machine Learning Based on Spectroradiometer Measurements in the LAB Color Space
2026 · Kacoutchy Jean Ayikpa, Abou Bakary Ballo, et al. · Lecture notes in civil engineering
Analyse et modélisation des facteurs influençant la participation des appre nants aux activités pédagogiques dans les établissements secondaires en Côte d'Ivoire
2025 · AYIKPA, Kacoutchy Jean, BALLO, Abou Bakary, et al. · Université Virtuelle de Côte d'Ivoire
Maximiser le potentiel éducatif avec ChatGPT grâce à une approche responsable pour renforcer les compétences des apprenants
2024 · AYIKPA, Kacoutchy Jean, BALLO, Abou Bakary, et al. · Université Virtuelle de Côte d'Ivoire
Works count: 21
Citation count: 130
H-index: 7
I10-index: 4
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