Author

Matteo Bodini

Observed name: Bodini, Matteo

Institution: University of Milan

Observed institution: University of Milan

ORCID: 0000-0001-9007-6807

Observed ORCID: 0000-0001-9007-6807

OpenAlex ID: A5019275188

A Review of Facial Landmark Extraction in 2D Images and Videos Using Deep Learning

2019 · Matteo Bodini · Big Data and Cognitive Computing · 82

Opening the black box: interpretability of machine learning algorithms in electrocardiography

2021 · Matteo Bodini, Massimo W. Rivolta, et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 38

Operational agricultural water management in river-based aquaculture: A machine-learning approach to predict dissolved oxygen in the Halda River, Bangladesh

2026 · Md. Abdullah Al Mamun Hridoy, Paolo Pastorino, et al. · Aquacultural Engineering · 20

Bayesian optimization-guided machine learning models for bio-oil yield prediction from lignocellulosic biomass pyrolysis

2025 · Ricardo Ervilha, Deivid Campos, et al. · Biomass and Bioenergy · 17

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Will the Machine Like Your Image? Automatic Assessment of Beauty in Images with Machine Learning Techniques

2019 · Matteo Bodini · Inventions · 17

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Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features

2018 · Matteo Bodini, Alessandro D’Amelio, et al. · Lecture notes in computer science · 17

Automated machine learning achieves accurate water quality prediction with reduced parameter requirements

2026 · Deivid Campos, Viviane Galvão, et al. · Scientific Reports · 15

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Automated machine learning for bio-oil yield prediction from lignocellulosic biomass pyrolysis

2025 · Deivid Campos, Ricardo Ervilha, et al. · Fuel · 14

Interpretability Analysis of Machine Learning Algorithms in the Detection of ST-Elevation Myocardial Infarction

2020 · Matteo Bodini, Massimo W Rivolta, et al. · Computing in cardiology · 13

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A Two-Steps-Ahead Estimator for Bubble Entropy

2021 · George Manis, Matteo Bodini, et al. · Entropy · 12

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Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space

2018 · Giuseppe Boccignone, Matteo Bodini, et al. · International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) · 11

A comparative study of ensemble and non-ensemble machine learning methods for predicting river pollution index

2026 · Luisa S.R. Nogueira, Mariana A.S. de Carvalho, et al. · Ecological Informatics · 10

Aspect Extraction from Bangla Reviews Through Stacked Auto-Encoders

2019 · Matteo Bodini · Data · 9

Classification of ECG Signals with Different Lead Systems Using AutoML

2021 · Matteo Bodini, Massimo W Rivolta, et al. · Computing in cardiology · 8

Decision optimization for inorganic contaminants in water systems using ecological informatics for sustainable management

2026 · Md. Abdullah Al Mamun Hridoy, Pabitra Singha Sagor, et al. · Case Studies in Chemical and Environmental Engineering · 7

Generative Artificial Intelligence and Regulations: Can We Plan a Resilient Journey Toward the Safe Application of Generative Artificial Intelligence?

2024 · Matteo Bodini · Societies · 7

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Daily Streamflow Forecasting Using AutoML and Remote-Sensing-Estimated Rainfall Datasets in the Amazon Biomes

2024 · Matteo Bodini · Signals · 7

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Convolutional neural networks with transfer learning for natural river flow prediction in ungauged basins

2025 · Henrique Echternacht, Luciana Campos, et al. · Scientific Reports · 6

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Operational early-warning forecasts of aquaculture water quality: Interpretable ML for TDS under walk-forward validation

2026 · Md. Abdullah Al Mamun Hridoy, Matteo Bodini, et al. · Ecological Informatics · 5

AutoML-Based Prediction of Unconfined Compressive Strength of Stabilized Soils: A Multi-Dataset Evaluation on Worldwide Experimental Data

2025 · Romulo Oliveira, Deivid Campos, et al. · Forecasting · 5

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Wastewater-based epidemiology of hazardous organics: Multi-biomarker insights and intelligent monitoring technologies

2026 · Md. Abdullah Al Mamun Hridoy, Paolo Pastorino, et al. · Journal of Hazardous Materials Organics · 4

Opinion mining from machine translated Bangla reviews with stacked contractive auto-encoders

2022 · Matteo Bodini · Journal of Ambient Intelligence and Humanized Computing · 4

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Analytical Formulation of Bubble Entropy for Autoregressive Processes

2020 · Matteo Bodini, Massimo Walter Rivolta, et al. · Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) · 4

Hybrid evolutionary machine learning framework optimizing biochar production in biomass pyrolysis

2026 · Deivid Campos, Ricardo Ervilha, et al. · Fuel Processing Technology · 3

Machine-learning optimized wavelet framework for multi-scale streamflow forecasting to enhance water-resource management

2025 · Yulia Gorodetskaya, Rodrigo Oliveira Silva, et al. · Ecological Informatics · 3

Works count: 50

Citation count: 370

H-index: 11

I10-index: 12