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Journal Articles
- 2024
[j4]Antonio Nappa
, Marco Quartulli, Izar Azpiroz, Susanna Marchi, Diego Guidotti, Michele Staiano, Roberta Siciliano:
Probabilistic Bayesian Neural Networks for olive phenology prediction in precision agriculture. Ecol. Informatics 82: 102723 (2024)- 2021
- [j3]Izar Azpiroz, Noelia Oses, Marco Quartulli, Igor G. Olaizola, Diego Guidotti, Susanna Marchi:
Comparison of Climate Reanalysis and Remote-Sensing Data for Predicting Olive Phenology through Machine-Learning Methods. Remote. Sens. 13(6): 1224 (2021) - 2020
- [j2]Iride Volpi, Diego Guidotti, Michele Mammini, Ruggero Petacchi, Susanna Marchi:
Managing complex datasets to predict Bactrocera oleae infestation at the regional scale. Comput. Electron. Agric. 179: 105867 (2020) - [j1]Noelia Oses, Izar Azpiroz, Susanna Marchi, Diego Guidotti, Marco Quartulli, Igor G. Olaizola:
Analysis of Copernicus' ERA5 Climate Reanalysis Data as a Replacement for Weather Station Temperature Measurements in Machine Learning Models for Olive Phenology Phase Prediction. Sensors 20(21): 6381 (2020)
Conference and Workshop Papers
- 2020
- [c6]Noelia Oses, Izar Azpiroz, Marco Quartulli, Igor G. Olaizola, Susanna Marchi, Diego Guidotti:
Machine Learning for olive phenology prediction and base temperature optimisation. GIoTS 2020: 1-6 - [c5]Josè Ramon Luque Reyes, Emanuele Ranieri, Sara Antognelli, Salima Taibi, Andrea Cruciani, Antonio Natale, Diego Guidotti:
Early prediction of winter cereals yield : A preliminary study based on machine learning technique as a strategic tool for fertilization and field management. GIoTS 2020: 1-4 - 2019
- [c4]Diego Guidotti, Susanna Marchi, Sara Antognelli, Andrea Cruciani:
Water Management: Agricolus tools integration. GIoTS 2019: 1-5 - 2001
- [c3]Elena Bellei, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri, Italo Rizzi:
Applications of neuro-fuzzy classification, evaluation and forecasting techniques in agriculture. ESANN 2001: 403-408 - [c2]Moisés Salmerón, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri:
Predictive Classification for Integrated Pest Management by Clustering in NN Output Space. IWANN (2) 2001: 595-602 - [c1]Elena Bellei, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri, Italo Rizzi:
Evaluation, Classification and Clustering with Neuro-Fuzzy Techniques in Integrate Pest Management. IWANN (2) 2001: 611-618
Coauthor Index
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