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

213

Scholar Citations

8

Scholar h-index

5

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • A Data-Driven Method for Water Quality Analysis and Prediction for Localized Irrigation
    RF da Silva, MR Benso, FE Corra, TG Messias, FC Mendona, ...
    AgriEngineering 6 (2), 1771-1793 2024

  • A inteligncia artificial na pesquisa agrcola
    AM Saraiva, FS Osrio, AF Colao, DP Drucker, EM Mendiondo, ...
    Revista USP, 91-106 2024

  • 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

  • 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 Sade Pblica 58, 06 2024

  • 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

  • How to turn field data into site-specific decisions
    AF Colao, RF Silva, JP Molin
    Resource: Engineering and Technology for a Sustainable World 31 (4), 24-25 2024

  • Current Trends in Artificial Intelligence and Bovine Mastitis Research: A Bibliometric Review Approach
    TM Mitsunaga, BL Nery Garcia, LBR Pereira, YCB Costa, RF Silva, ...
    Animals 14 (14), 2023 2024

  • 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

  • Segurana alimentar: reflexes sobre um problema complexo
    S DOMENE, M LVARES, K AGOSTINI, GNPDE ALMEIDA, ...
    Estudos Avanados 37, 181-206 2023

  • 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 Computao-RSC 12 (3) 2023

  • Do Gridded Weather Datasets Provide High-Quality Data for Agroclimatic Research in Citrus Production in Brazil?
    JB Rasera, RF Silva, S Piedade, FAA Mouro Filho, ACB Delbem, ...
    AgriEngineering 5 (2), 924-940 2023

  • Climate Change and Citriculture: A Bibliometric Analysis
    JB Rasera, RF da Silva, FAA Mouro Filho, ACB Delbem, AM Saraiva, ...
    Agronomy 13 (3), 723 2023

  • 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

  • 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

  • Long term consequences of climate shocks on crop insurance in BraziL
    MR Benso, RF da Silva, GC Gesualdo, ACB Delbem, AM Saraiva, ...
    Anais 2023

  • 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

  • MultiMaps: a tool for decision-making support in the analyzes of multiple epidemics
    GR Lopes, ACB Delbem, RF da Silva, CB Jnior, SHVL de Mattos, ...
    Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Spatial 2022

  • Design and Evaluation of Weather Index Insurance for Multi-Hazard Resilience and Food Insecurity
    MR Benso, GC Gesualdo, GJ Silva, LMC Rpalo, FAR Navarro, RF Silva, ...
    EGUsphere, 1-24 2022

  • Evaluating the Performance of a Simulated Softwarized Agricultural Wireless Sensor Network
    JOR Batista Jr, GM Mostao, RF Silva, G Bressan, CE Cugnasca, ...
    Information and Communication Technologies for Agriculture—Theme I: Sensors 2022

  • Artificial intelligence for agricultural drought monitoring based on soil moisture and crop yield under change
    MR Benso, RF Silva, GC Gesualdo, PA Marques, A Delbem, AM Saraiva, ...
    IAHS2022 2022

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
    Citations: 25

  • Estratégias para Resoluo dos Principais Desafios da Logística de Produtos Agrícolas Exportados pelo Brasil
    BR Kawano, G de Vargas Mores, RF da Silva, CE Cugnasca
    Revista de Economia e Agronegcio–REA 10 (1) 2015
    Citations: 12

  • Modelo de rastreabilidade de medicamentos utilizando identificao por radiofrequncias, redes de sensores sem fio e o conceito de internet das coisas
    VCV Metzner, RF da Silva, CE Cugnasca
    XXVIII ANPET–Congresso de Pesquisa e Ensino em Transportes, 1-11 2014
    Citations: 12

  • 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
    Citations: 10

  • Impactos ambientais de acar para exportao no Brasil: quantificao das emisses de GEE evitadas pelo uso do modal ferrovirio
    RF Silva, DB Bartholomeu, JV Caixeta Filho
    XII ENGEMA Encontro Internacional sobre Gesto Empresarial e Meio Ambiente 1 2010
    Citations: 10

  • Design and Evaluation of Weather Index Insurance for Multi-Hazard Resilience and Food Insecurity
    MR Benso, GC Gesualdo, GJ Silva, LMC Rpalo, FAR Navarro, RF Silva, ...
    EGUsphere, 1-24 2022
    Citations: 9

  • Detection and Classification of Sexism on Social Media Using Multiple Languages, Transformers, and Ensemble Models
    AFM de Paula, RF da Silva
    2022
    Citations: 9

  • 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
    Citations: 8

  • Do Gridded Weather Datasets Provide High-Quality Data for Agroclimatic Research in Citrus Production in Brazil?
    JB Rasera, RF Silva, S Piedade, FAA Mouro Filho, ACB Delbem, ...
    AgriEngineering 5 (2), 924-940 2023
    Citations: 7

  • Exportao da soja brasileira: ser o corredor biocenico uma alternativa para o seu escoamento?
    RF da Silva, BR Kawano, G de Vargas Mores, HD Blois
    Revista Teoria e Evidncia Econmica 17 (36) 2011
    Citations: 7

  • MODELO DE RASTREABILIDADE DE MEDICAMENTOS UTILIZANDO RFID, RSSF E O CONCEITO DE INTERNET DAS COISAS
    VCV Metzner, RF da Silva, CE Cugnasca

    Citations: 7

  • Climate Change and Citriculture: A Bibliometric Analysis
    JB Rasera, RF da Silva, FAA Mouro Filho, ACB Delbem, AM Saraiva, ...
    Agronomy 13 (3), 723 2023
    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
    Citations: 6

  • Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data.
    FM Soares, FE Corra, LF Pires, LOBS SANTOS, DP Drucker, ...
    CEUR Workshop Proceedings, v. 3235, 2022. 2022
    Citations: 5

  • 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
    Citations: 5

  • Proposal of a traceability model for the raw Brazilian sugar supply chain using RFID and WSN
    RF da Silva, I Praa, HTY Yoshizaki, CE Cugnasca

    Citations: 5

  • Segurana alimentar: reflexes sobre um problema complexo
    S DOMENE, M LVARES, K AGOSTINI, GNPDE ALMEIDA, ...
    Estudos Avanados 37, 181-206 2023
    Citations: 4

  • 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
    Citations: 4

  • Unsupervised machine learning and pandemics spread: the case of COVID-19
    R Silva, F Xavier, A Saraiva, C Cugnasca
    Anais do XX Simpsio Brasileiro de Computao Aplicada Sade, 506-511 2020
    Citations: 4

  • Distributing the Cloud Towards Autonomous & Resilient 5G Networking
    JOR Batista, GM Mostao, RF da Silva, G Bressan, M Martucci, ...
    2019 International Conference on Information and Communication Technology 2019
    Citations: 4