BODINI, MATTEO
BODINI, MATTEO
Dipartimento di Fisiopatologia Medico-Chirurgica e dei Trapianti
Hybrid evolutionary machine learning framework optimizing biochar production in biomass pyrolysis
2026 D. Campos, R. Ervilha, M. Bodini, C.M. Saporetti, L. Goliatt
Automated machine learning for bio-oil yield prediction from lignocellulosic biomass pyrolysis
2026 D. Campos, R. Ervilha, B. Da Silva Macêdo, M. Bodini, C.M. Saporetti, L. Goliatt
Wastewater-based epidemiology of hazardous organics: Multi-biomarker insights and intelligent monitoring technologies
2026 M.A.A.M. Hridoy, P. Pastorino, C. Bordin, M. Bodini, M.F. Jamee, A. Farabi, S. Rahman, F. Yeamim, P. Schneider
A computational optimization approach to reduce emissions and fuel costs in waste collection services
2026 S.C. De Souza Soares, V.F. Reis, M. Bodini, N.O. Nikitin, C.M. Saporetti, L. Goliatt
Decision optimization for inorganic contaminants in water systems using ecological informatics for sustainable management
2026 M.A.A.M. Hridoy, P.S. Sagor, P. Akter, M.H. Islam, C. Bordin, S.M.S. Islam, N.T. Dristi, A. Hosen, M.A. Lima, M.M. Pathan, M.M. Jalal, A. Bhuiyan, P. Schneider, M. Bodini, P. Ditthakit
Operational agricultural water management in river-based aquaculture: a machine-learning approach to predict dissolved oxygen in the Halda River, Bangladesh
2026 M.A.A.M. Hridoy, P. Pastorino, C. Bordin, M. Bodini, N. Dhar, P. Schneider, L. Goliatt, P. Ditthakit, B. Da Silva Macêdo, K.N.A. Maulud
Automated machine learning achieves accurate water quality prediction with reduced parameter requirements
2026 D. Campos, V. Galvão, M.L. De Rezende, A. Braga, M. Bodini, U.R.V. Aires, R. Yonaba, L. Goliatt
A comparative study of ensemble and non-ensemble machine learning methods for predicting river pollution index
2026 L.S.R. Nogueira, M.A.S. De Carvalho, B.D.O. Santos, R. Yonaba, A. Bamal, M.G. Uddin, M. Bodini, L. Goliatt
Heterogeneous stacking strategy for modeling flowing bottom-hole pressure of oil wells
2026 D. Campos, B. Da Silva Macêdo, O.I. Ogali, M. Bodini, D.A. Martyushev, F.A.K. Al-Fahaidy, C.M. Saporetti, L. Goliatt
Stratified Metamodeling to Predict Concrete Compressive Strength Using an Optimized Dual-Layered Architectural Framework
2025 G.F. Neto, B.D.S. Macêdo, T.H.A. Boratto, T.S. Gontijo, M. Bodini, C. Saporetti, L. Goliatt
Convolutional neural networks with transfer learning for natural river flow prediction in ungauged basins
2025 H. Echternacht, L. Campos, A.D. De Martinho, D.P.M.D. Souza, R.B. De Santis, T.S. Gontijo, M. Bodini, A. Gorgoglione, C.M. Saporetti, L. Goliatt
A Computational Approach for Identifying Keywords Related to the 2030 Agenda for Sustainable Development Goals in a Brazilian Higher Education Institution
2025 A.C. Estorani Polessa, G.G. Tavares, R. Medina, C.M. Saporetti, T.S. Gontijo, M. Bodini, L. Goliatt, P. Capriles
AutoML-Based Prediction of Unconfined Compressive Strength of Stabilized Soils: A Multi-Dataset Evaluation on Worldwide Experimental Data
2025 R.M. Oliveira, D. Campos, K.V. Bicalho, B.D.S. Macêdo, M. Bodini, C.M. Saporetti, L. Goliatt
An Agglomerative Clustering Combined with an Unsupervised Feature Selection Approach for Structural Health Monitoring
2025 T. Boratto, H.S. Bernardino, A.B. Vieira, T.S. Gontijo, M. Bodini, D.A. Martyushev, C.M. Saporetti, A. Cury, F. Barbosa, L. Goliatt
Bayesian optimization-guided machine learning models for bio-oil yield prediction from lignocellulosic biomass pyrolysis
2025 R. Ervilha, D. Campos, B. Da Silva Macêdo, D.A. Bertuol, E.H. Tanabe, Z.M. Yaseen, M. Bodini, C.M. Saporetti, L. Goliatt
Evolutionary polynomial modeling for interpretable drought prediction and resilient resource management
2025 T.J. Francisco, B. Da Silva Macêdo, Z.M. Yaseen, N.O. Nikitin, M. Bodini, A. Gorgoglione, C.M. Saporetti, L. Goliatt
Machine Learning with Evolutionary Parameter Tuning for Singing Registers Classification
2025 T. Boratto, G.D.O. Costa, A. Meireles, A.K.S.T.R. Alves, C.M. Saporetti, M. Bodini, A. Cury, L. Goliatt
A CNN-Based Method for Quantitative Assessment of Steel Microstructures in Welded Zones
2025 C.D.D. Almeida, T.T. Filgueiras, M.L. Lagares, B.D.S. Macêdo, C.M. Saporetti, M. Bodini, L. Goliatt
Assessment of AutoML frameworks for predicting compressive and flexural strength of recycled aggregate concrete
2025 D. Campos, B. Da Silva Macêdo, Z. Al-Khafaji, M.A. Bozkurt, İ.E. Kayral, T.S. Gontijo, M. Bodini, C.M. Saporetti, L. Goliatt
Machine-learning optimized wavelet framework for multi-scale streamflow forecasting to enhance water-resource management
2025 Y. Gorodetskaya, R.O. Silva, L.H. Nogueira, A. Gorgoglione, M. Bodini, C.B. De Melo Ribeiro, L. Goliatt