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Sherin Babu

ORCID: 0000-0002-7214-712X
Observed ORCID: 0000-0002-7214-712X
OpenAlex ID: A5029730661
A survey on air pollutant PM2.5 prediction using random forest model
2023 · Sherin Babu, Binu Thomas · Environmental Health Engineering and Management · 23
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Analysing effectiveness of grey theory-based feature selection for meteorological estimation models
2023 · Kshema Shaju, Sherin Babu, et al. · Engineering Applications of Artificial Intelligence · 15
Bibliometric Analysis and Visualization of Scientific Literature on Random Forest Regression
2022 · Sherin Babu, Binu Thomas · Scientific Visualization · 8
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Modeling Daily Pan Evaporation Using Tree-Based Regression Methods
2022 · Sherin Babu, Binu Thomas · Advances in intelligent systems and computing · 4
A recurrent neural network forecasting technique for daily PM2.5 concentration level in Southern Kerala
2021 · Sherin Babu, Binu Thomas · IOP Conference Series Materials Science and Engineering · 3
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A Multi-Layer Perceptron Approach For Estimating Daily Surface NO2 In Thiruvananthapuram City
2023 · Sherin Babu, Binu Thomas · Proceedings of the World Congress on New Technologies · 1
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Machine Learning Interpretability Methods to Delineate the Aerosol Formation in the Arabian Sea Near Kerala Coast
2026 · Sherin Babu, Marina Aloysius, et al. · DOAJ (DOAJ: Directory of Open Access Journals)
Performance Analysis of Decision Tree Ensemble Models and Feature Importance Analysis in Prediction of Particulate Matter PM10
2025 · Sherin Babu, Binu Thomas · EMITTER International Journal of Engineering Technology
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Daily PM10 Prediction of Thiruvananthapuram City and Interpretability Analysis of Influencing factors
2025 · Sherin Babu, Binu Thomas · DOAJ (DOAJ: Directory of Open Access Journals)
Some aspects of forecasting techniques in econometrics
2007 · Sherin Babu · INFLIBNET
Works count: 10
Citation count: 54
H-index: 4
I10-index: 2
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