Roberto Fray da Silva

@esalq.usp.br

Professor, Department of Biosystems Engineering
ESALQ - USP

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Electrical and Electronic Engineering, Multidisciplinary, Agricultural and Biological Sciences
409

Scholar Citations

11

Scholar h-index

14

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Explainability and privacy in AI-enabled crop monitoring: Trends and future directions in soybean research
    JGA Barbedo, MS da Silva, MT Cazzolato, LP Valem, R Tinós, ...
    Computers and Electronics in Agriculture 243, 111392 , 2026
    2026
  • A data-driven framework for assessing climatic impact drivers in the context of food security
    MR Benso, RF Silva, G Chiquito Gesualdo, AM Saraiva, ACB Delbem, ...
    Natural Hazards and Earth System Sciences 25 (4), 1387-1404 , 2025
    2025
    Citations: 2
  • Evolutionary Algorithms for Enhanced Public Health Mapping
    GR Lopes, EK Tokuda, ACB Delbem, RF Silva, KJ Pelarigo, M Yamamura, ...
    2025 International Joint Conference on Neural Networks (IJCNN), 1-8 , 2025
    2025
  • EVALUATION OF CLIMATE CHANGE IMPACTS ON SUGARCANE AND CITRUS CROPS IN BRAZIL
    AS Sousa, F Xavier, E Galvani, RF Silva, GM Mostaço, AM Saraiva, ...
    Mercator (Fortaleza) 23, e23019 , 2024
    2024
  • Current trends in artificial intelligence and bovine mastitis research: A bibliometric review approach
    TM Mitsunaga, BL Nery Garcia, LBR Pereira, YCB Costa, RF da Silva, ...
    Animals 14 (14), 2023 , 2024
    2024
    Citations: 12
  • A Data-Driven Method for Water Quality Analysis and Prediction for Localized Irrigation
    RF da Silva, MR Benso, FE Corrêa, TG Messias, FC Mendonça, ...
    AgriEngineering 6 (2), 1771-1793 , 2024
    2024
    Citations: 1
  • A inteligência artificial na pesquisa agrícola
    AM Saraiva, FS Osório, AF Colaço, DP Drucker, EM Mendiondo, ...
    Revista USP, 91-106 , 2024
    2024
    Citations: 7
  • Performance analysis of physically-based (HEC-RAS, CADDIES) and AI-based (LSTM) flood models for two case studies
    M Batalini de Macedo, NK Mangukiya, MC Fava, A Sharma, ...
    Proceedings of IAHS 386, 41-46 , 2024
    2024
    Citations: 2
  • Medicamentos ineficazes contra covid-19: análise de vendas, tweets e mecanismos de busca
    I Brito Junior, FA Saraiva, NC Bruno, RF Silva, CM Hino, HTY Yoshizaki
    Revista de Saúde Pública 58, 06 , 2024
    2024
  • Inefficacious drugs against covid-19: analysis of sales, tweets, and search engines
    I Brito Junior, FA Saraiva, NC Bruno, RF Silva, CM Hino, HTY Yoshizaki
    Revista de Saúde Pública 58, 06 , 2024
    2024
    Citations: 1
  • A data-driven framework for assessing climatic impact-drivers in the context of food security
    MR Benso, RF Silva, GG Chiquito, AM Saraiva, ACB Delbem, ...
    EGUsphere 2024, 1-32 , 2024
    2024
    Citations: 2
  • Agricultura Digital
    AM Saraiva, ACB Delbem, FS Osório, RF Silva
    Agricultura Digital, Agrodados e Regulação , 2024
    2024
  • How to turn field data into site-specific decisions
    AF Colaço, RF Silva, JP Molin
    Resource: Engineering and Technology for a Sustainable World 31 (4), 24-25 , 2024
    2024
    Citations: 1
  • Deep Learning and Statistical Models for Forecasting Transportation Demand: A Case Study of Multiple Distribution Centers
    FP Mamede, RF da Silva, I de Brito Junior, HTY Yoshizaki, CM Hino, ...
    Logistics 7 (4), 86 , 2023
    2023
    Citations: 25
  • Segurança alimentar: reflexões sobre um problema complexo
    SMÁ Domene, K Agostini, GNPDE ALMEIDA, RGM Camargo, ...
    Estudos avançados 37 (109), 181-206 , 2023
    2023
    Citations: 29
  • Identification of risk areas using spatial clustering to improve dengue monitoring in urban environments
    GR Lopes, RF da Silva, KJ Pelarigo, M Yamamura, ACB Delbem, ...
    Revista de Sistemas e Computação-RSC 12 (3) , 2023
    2023
    Citations: 1
  • Do Gridded Weather Datasets Provide High-Quality Data for Agroclimatic Research in Citrus Production in Brazil?
    JB Rasera, RF Silva, S Piedade, FAA Mourão Filho, ACB Delbem, ...
    AgriEngineering 5 (2), 924-940 , 2023
    2023
    Citations: 24
  • Design and evaluation of weather index insurance for multi-hazard resilience and food insecurity
    MR Benso, GC Gesualdo, RF Silva, GJ Silva, LM Castillo Rápalo, ...
    Natural Hazards and Earth System Sciences 23 (4), 1335-1354 , 2023
    2023
    Citations: 35
  • Climate Change and Citriculture: A Bibliometric Analysis
    JB Rasera, RF da Silva, FAA Mourão Filho, ACB Delbem, AM Saraiva, ...
    Agronomy 13 (3), 723 , 2023
    2023
    Citations: 29
  • Proposal of a framework for improving multi-criteria decision-making related to epidemics using heterogeneous spatial data and evolutionary algorithms
    GR Lopes, RF da Silva, KJ Pelarigo, M Yamamura, ACB Delbem, ...
    Research, Society and Development 12 (2), e0212239844-e0212239844 , 2023
    2023

MOST CITED SCHOLAR PUBLICATIONS

  • Sexism Prediction in Spanish and English Tweets Using Monolingual and Multilingual BERT and Ensemble Models
    AFM de Paula, RF da Silva, IB Schlicht
    arXiv preprint arXiv:2111.04551 , 2021
    2021.0
    Citations: 37
  • Design and evaluation of weather index insurance for multi-hazard resilience and food insecurity
    MR Benso, GC Gesualdo, RF Silva, GJ Silva, LM Castillo Rápalo, ...
    Natural Hazards and Earth System Sciences 23 (4), 1335-1354 , 2023
    2023.0
    Citations: 35
  • Segurança alimentar: reflexões sobre um problema complexo
    SMÁ Domene, K Agostini, GNPDE ALMEIDA, RGM Camargo, ...
    Estudos avançados 37 (109), 181-206 , 2023
    2023.0
    Citations: 29
  • Climate Change and Citriculture: A Bibliometric Analysis
    JB Rasera, RF da Silva, FAA Mourão Filho, ACB Delbem, AM Saraiva, ...
    Agronomy 13 (3), 723 , 2023
    2023.0
    Citations: 29
  • Deep Learning and Statistical Models for Forecasting Transportation Demand: A Case Study of Multiple Distribution Centers
    FP Mamede, RF da Silva, I de Brito Junior, HTY Yoshizaki, CM Hino, ...
    Logistics 7 (4), 86 , 2023
    2023.0
    Citations: 25
  • Do Gridded Weather Datasets Provide High-Quality Data for Agroclimatic Research in Citrus Production in Brazil?
    JB Rasera, RF Silva, S Piedade, FAA Mourão Filho, ACB Delbem, ...
    AgriEngineering 5 (2), 924-940 , 2023
    2023.0
    Citations: 24
  • Prediction of Corn and Sugar Prices Using Machine Learning, Econometrics, and Ensemble Models
    RF Silva, BL Barreira, CE Cugnasca
    Engineering Proceedings 9 (1), 31 , 2021
    2021.0
    Citations: 18
  • Panic Buying Behavior Analysis according to Consumer Income and Product Type during COVID-19
    I de Brito Junior, HTY Yoshizaki, FA Saraiva, NC Bruno, RF da Silva, ...
    Sustainability 15 (2), 1228 , 2023
    2023.0
    Citations: 15
  • Current trends in artificial intelligence and bovine mastitis research: A bibliometric review approach
    TM Mitsunaga, BL Nery Garcia, LBR Pereira, YCB Costa, RF da Silva, ...
    Animals 14 (14), 2023 , 2024
    2024.0
    Citations: 12
  • Detection and Classification of Sexism on Social Media Using Multiple Languages, Transformers, and Ensemble Models.
    AFM de Paula, RF da Silva
    IberLEF@ SEPLN , 2022
    2022.0
    Citations: 12
  • Estratégias para resolução dos principais desafios da logística de produtos agrícolas exportados pelo Brasil
    BR Kawano, GV Mores, RF Silva, CE Cugnasca
    Revista de Economia e Agronegócio/Brazilian Review of Economics and … , 2012
    2012.0
    Citations: 12
  • Modelo de rastreabilidade de medicamentos utilizando identificação por radiofrequência, redes de sensores sem fio e o conceito de internet das coisas
    V Metzner, RF Silva, CE Cugnasca
    XXVIII Congresso de Pesquisa e ensino em transportes , 2014
    2014.0
    Citations: 11
  • Impactos ambientais de açúcar para exportação no Brasil: quantificação das emissões de GEE evitadas pelo uso do modal ferroviário
    RF Silva, DB Bartholomeu, JV Caixeta Filho
    XII ENGEMA Encontro Internacional sobre Gestão Empresarial e Meio Ambiente 1 , 2010
    2010.0
    Citations: 11
  • Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data
    FM Soares, FE Corrêa, LF Pires, LOB da Silva Santos, DP Drucker, ...
    18th International Conference on Semantic Systems, SEMANTiCS 2022 , 2022
    2022.0
    Citations: 10
  • A Theoretical Framework for Multi-Hazard Risk Mapping on Agricultural Areas Considering Artificial Intelligence, IoT, and Climate Change Scenarios
    RF Silva, MC Fava, AM Saraiva, EM Mendiondo, CE Cugnasca, ...
    Engineering Proceedings 9 (1), 39 , 2021
    2021.0
    Citations: 9
  • A inteligência artificial na pesquisa agrícola
    AM Saraiva, FS Osório, AF Colaço, DP Drucker, EM Mendiondo, ...
    Revista USP, 91-106 , 2024
    2024.0
    Citations: 7
  • Exportação da soja brasileira: será o corredor bioceânico uma alternativa para o seu escoamento?
    RF da Silva, BR Kawano, G de Vargas Mores, HD Blois
    Revista Teoria e Evidência Econômica 17 (36) , 2011
    2011.0
    Citations: 7
  • A systematic review of the use of blockchain in Internet of Medical Things
    MBP Vega, AM Saraiva, MA Simplicio, BC Albertini, RF Silva
    2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain … , 2022
    2022.0
    Citations: 6
  • A data-driven framework for identifying productivity zones and the impact of agricultural droughts in sugarcane using SPI and unsupervised learning
    RF Da Silva, GC Gesualdo, MR Benso, MC Fava, EM Mendiondo, ...
    2021 IEEE International Workshop on Metrology for Agriculture and Forestry … , 2021
    2021.0
    Citations: 6
  • MODELO DE RASTREABILIDADE DE MEDICAMENTOS UTILIZANDO RFID, RSSF E O CONCEITO DE INTERNET DAS COISAS
    VCV Metzner, RF da Silva, CE Cugnasca
    Citations: 6