Preface: Proceedings of IndabaX Nigeria 2026

Sakinat Oluwabukonla Folorunso, Roseline Ogundokun, Francisca Oladipo; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:i-vi

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Characterising the Nigerian Stock Exchange for Machine Learning-Based Portfolio Research: An Empirical Analysis of Return Distributions, Volatility Dynamics, Liquidity, and Correlation Structure

Nnamdi A. Isichei, Kehinde Oduwole; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:1-15

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Bridging the Domain Gap: Transfer Learning and Aggressive Fine-Tuning for Robust Plant Disease Detection in Low-Resource African Agriculture

Sunday Aspita Abraham, Abidemi Adeniyi, Qurrat Ul Ain Mughal, Odunayo Olanloye; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:16-25

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Defending Against Text-Based Social Engineering Attacks Using Federated Adversarial Learning

Emdadul Haque Iram, Navid Nahiyan, Musfika Jahan, Md. Nazmul Hasan; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:26-36

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EDAIL-EduAI-NG: Benchmarking Educator AI Readiness for Scalable Deployment in Low-Resource Classrooms

Oluwakemi D. Olurinola, Sakinat Folorunso, Patrick Owor; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:37-50

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Efficient Forecasting of Economic Indicators Using Lightweight Time Series Models in Resource-Constrained Environments

Ahmad Oladunjoye, Precious Akindotuni; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:51-61

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Development of an Enhanced Machine Learning Model for Deception Detection Leveraging Facial Action Units and Linguistic Features

Adetoye Oluwatoyin Adedokun, Adebola K. Ojo; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:62-73

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FedFairGNN: A Privacy-Preserving and Fairness-Aware Federated Graph Neural Network for Fraud Detection

Quang-Vinh Dang, Ngoc-Son-An Nguyen; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:74-86

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LinguaTriage: Cross-Lingual Transfer and African Language Pretraining for Low-Resource Medical Triage in Lingala

Patrick S. Tenga, Mohamed A. Kholief; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:87-100

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Towards Trustworthy Email Phishing Detection: Integrating Multi-Modal Deep Learning, Federated Learning, and Explainable AI

Adetoye A. Adeyemo, Ozichi Emuoyibofarhe, Adeyinka Abiodun, James Adegboye, Sunday Ajagbe; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:101-117

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YOLOv11-Based Deep Learning System for Accurate and Real-Time Tomato Disease Classification

Isaac Oluwafemi Elesemoyo, Emmanuel Adeniyi, Adedoyin Oyebade, Yusuf Faruk; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:118-130

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ORIN-Lyrics: A Multilingual Nigerian Song Lyrics Dataset and Baseline for Efficient Language Detection

Sakinat O. Folorunso, Oluwagbenga Odunsi, Ayodele David, Daniel Olaleye, Fatimah Salami, Oluwakemi Giwa; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:131-143

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Detecting Phishing Emails in Nigerian Pidgin English Using a Dialect-Aware and Behavioural NLP Model

Zubaida Muhtar Alhassan; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:144-154

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Machine Learning Prediction of Groundwater Contamination Vulnerability Using Hydrogeophysical Indicators in Ibadan

Oluwakemi Omolara Olukayode, Sakinat Folorunso, Olateju Bayewu, Odunayo Ojo, David Olukayode, Olubunmi Omotola, Adewale Sokan-Adeaga, Olayiwola Olaseeni; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:155-166

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INT8 Quantisation for Cassava Leaf Disease Classification on Raspberry Pi

Tosho Abdulahi AbdulRahman, Roseline Oluwaseun Ogundokun, Pius Adewale Owolawi, Rotimi-Williams Bello, Topside Ehleketani Mathonsi; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:167-178

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MRI-Based Brain Tumor Detection for the African Context

Jideofor J. Umeadi; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:179-190

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Reframing AI Design Through African Women’s Livelihood Intelligence: A Review and Conceptual Framework for SME Contexts

Jacqueline Akelo Gogo, Emma Muturi, Victoria Oguntosin; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:191-204

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Multi-Crop Reproductive Structure Detection and Counting Using a Lightweight YOLOv8n with Spatial–Channel Attention and Re-parameterizable Convolutions

Md. Mushibur Rahman, Umme Fawzia Rahim; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:205-216

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High-Resolution Micro-Patching: A Zero-Leakage Microaneurysm Baseline

Md. Fahim Habib, Anika Alamgir; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:217-231

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Advanced Machine Learning Models for Network Traffic Prediction and Management

Ayodele E. Awokoya, Kayode Olumurewa, Oladapo Adeduro, Kayode Oladapo, Rejoice Omoyen; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:232-243

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Graph–Neurosymbolic Neural Networks for Trustworthy Clinical Decision Support

Oluwatobi Noah Akande, Amil Misra, Abidemi Adeniyi, Qurrat Ul Ain Mughal, Dagogo Godwin Orifama; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:244-263

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BanglaNLI: A Benchmark Dataset for Bangla Natural Language Inference

MD Ajmain Mahtab, Atif Ronan, Sheikh Ayatur Rahman, Saleh Mohammad Sajid, Sanjida Tasnim, Farig Sadeque; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:264-277

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Benchmarking Classification Performance for Binary-Class Fault Detection Under Real-World Imbalanced Data Conditions

Bagai Glory Kuzayet, Eje Obed Honour, Jibril Abdullahi Bala; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:278-292

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Parameter-Efficient Fine-Tuning with Culturally-Aligned Adapters for Cross-Lingual Transfer in Nigerian Low-Resource Languages

Taiwo Timothy Oluwagbenga, Mamudu Francis Itanyi; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:293-305

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The Agentic Artificial Intelligence Venture Co-Founder (AIVC): An AI Operating System for Lean Experimentation, Strategic Decisioning, and Responsible Scaling in Technology Startups

Amina Sambo-Magaji, Muyideen Dele Adewale; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:306-319

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HistoEffiCrossFormer: Cross-Attention CNN–Transformer Fusion with Multi-Scale Tokens for Ovarian Cancer Histopathology Classification

Roseline Oluwaseun Ogundokun, Rotimi-Williams Bello, Pius Adewale Owolawi, Chunling Tu, Sunday Agbolade, Tosho Abdulahi AbdulRahman; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:320-330

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From Black-Box to Glass-Box: A Review of Explainable Neuro-Symbolic AI for Climate-Induced Food Insecurity Prediction

Adam Omeiza Yusuf, Taiwo Kolajo, Emeka Ogbuju, Francisca Oladipo; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:331-345

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Benchmarking Multimodal Semantic Alignment Between Speech and Text Representations in the Igbo Language

Chidiebere Christopher; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:346-354

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Speech-Based Parkinson’s Disease Screening: A Deep Learning Approach Using Acoustic Biomarkers and Invertible Neural Networks

Prisca O. Olawoye, Emmanuel O. Asani, Marion O. Adebiyi; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:355-367

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Anchor-Guided Repair: A Defense Mechanism for Enhancing Stability of Compromised Pretrained Language Models Against Low-Precision and Weight Noise Attacks

Abrar Mahir Rohan, Nafiz Khan, Tahsin Tajwar Tanni, Fuad Fardin, Anika Bushra; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:368-381

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A Systematic Review of Causal Machine Learning Approaches in Road Crash Analysis

Emmanuel Ogbonnia, Oluwaseun Adeniyi Ojerinde, Enesi Femi Aminu, Isiaq Alabi, Solomon A. Adepoju, Mitong Dorcas; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:382-405

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ADINT: Machine Learning-Powered Advertisement Intelligence for Proactive Threat Detection in Nigeria’s Digital Ecosystem

Muhammad Nazeer, Habib Mohammed, Nafisat Abdulkadir, Philip Oshiokhaimhele Odion, Martins Ekata Irhebhude, Saifullahi Sadi Shitu; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:406-420

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Optimized Transfer Learning Pipeline Using ResNet-50 and Bayesian Optimization for Oil Spillage Detection

Mitong Dorcas, Muhammad Bashir Abdullahi, Emmanuel Ogbonnia; Proceedings of IndabaX Nigeria 2026: Building Scalable AI That Works: From Research to Deployment in Resource-Constrained Environments, PMLR 319:421-434

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