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Author

Taiwo Kolajo

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Review Open access Aug 2026

Crop recommendation in precision agriculture: a systematic literature review of methods, trends, and challenges

The review showed that ensemble learning-based approaches, particularly Random Forest and Extreme Gradient Boosting (XGBoost), are powerful for predictive performance on various agricultural datasets and shows the importance of scalable and explainable AI systems for real applications in agriculture.

E. Oladipe, S. Adewumi, Taiwo Kolajo et al. · 0 citations
Open access 2026

Harnessing Ensemble and Transformers for Sentiment Analysis and Emotion Detection in Hausa Text

This research establishes a rigorous benchmark for Hausa NLP, highlighting the indispensable role of subword tokenization, contextual embeddings, and threshold calibration in handling the morphological richness and multi-label complexities of low-resource languages.

Taiwo Kolajo, Kabir Garba · 0 citations

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