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Sylvio Barbon

University of Trieste

35H-index
202Paper Count
3.2KCitation Count
Published Papers 53
Publication Date
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A Design-Oriented Process Mining Framework for Railway Operations
errInformation
IF2.9
err2026-05-14
err0
PREAI
errGrigore, Iuliana Malina; Moradbeikie, Azin; Rosso, Allegra Francesca; Del Piccolo, Alan; Campagna, Dario; Barbon Junior, Sylvio
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Explainable artificial intelligence techniques for interpretation of food models: a review
errArtificial Intelligence Review
IF13.9
err2026-04-24
err0
errOAAI
errLeonardo Arrighi; Ingrid Alves de Moraes; Marco Zullich; Michele Simonato; Douglas Fernandes Barbin; Sylvio Barbon Junior
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errSave
Image-Based Machine Learning for Predicting Acceptability Limits in Frozen Pizza Shelf Life
errFoods
IF5.1
err2026-04-17
err0
errOAAI
errMarika Valentino; Giulia Varutti; Sylvio Barbon Júnior, Júnior; Maria Cristina Nicoli
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errSave
Explainability in vis-NIR and XRF-based modeling for soil fertility analysis: A comprehensive review
errTrAC Trends in Analytical Chemistry
IF12
err2026-03-02
err0
errOAAI
errJosé Vinícius Ribeiro; Sylvio Barbon Junior; Felipe Rodrigues dos Santos; Fábio Luiz Melquiades
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errSave
Real-time and explainable non-destructive nut classification using spike-triggered acoustic sensing
errComputers and Electronics in Agriculture
IF8.9
err2026-02-09
err0
errOAAI
errAzin Moradbeikie; Luigi Bregant; Rodrigo Capobianco Guido; Sylvio Barbon Junior
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errSave
Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err0
errOAAI
errCeschin, Matteo; Arrighi, Leonardo; Longo, Luca; Junior, Sylvio Barbon
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Discriminating Short-Term Moisture Changes in Stuffed Pasta Using Deep Computer Vision
errIMAGE ANALYSIS AND PROCESSING-ICIAP 2025 WORKSHOPS, PT II
IF0
err2026-01-01
err0
PREAI
errArrighi, Leonardo; de Moraes, Ingrid Alves; Simonato, Michele; Junior, Sylvio Barbon
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errSave
Towards Trace Variant Explainability
errADVANCES IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2025
IF0
err2026-01-01
err0
PREAI
errGhigore, Iuliana Malina; Tavares, Gabriel Marques; Pasquadibisceglie, Vincenzo; Seidl, Thomas; Barbon, Sylvio, Jr.
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errSave
Impedance based electronic tongue applied for sensory profiling of black tea with sweeteners
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2026-01-01
err0
errOAAI
errRaj, Dhanus Raj Kanaga; Medeiros, Alessandra Cazelatto de; Bolini, Helena Maria Andre; Del Valle, Manel; Barbon Junior, Sylvio; Riul Jr, Antonio; Barbin, Douglas Fernandes
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Process Mining of Sensor Data for Predictive Process Monitoring: A HACCP-Guided Pasteurization Study Case
errSYSTEMS
IF3.1
err2025-10-22
err0
PREAI
errMoradbeikie, Azin; Ayub Da Costa Barbon, Ana Paula; Grigore, Iuliana Malina; Barbin, Douglas Fernandes; Barbon Junior, Sylvio
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errSave
Explainable artificial intelligence (xAI) applied to deep computer vision of microscopy imaging and spectroscopy for assessment of oleogel stability over storage
errJOURNAL OF FOOD ENGINEERING
IF5.8
err2025-07-01
err1
PREAI
errMoraes, Ingrid Alves de; Arrighi, Leonardo; Barbon Jr, Sylvio; Villa, Javier E. L.; Cunha, Rosiane Lopes; Barbin, Douglas Fernandes
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errSave
Authentication of coriander oil and adulterant identification using electronic nose and spectroscopic techniques
errFOOD CHEMISTRY
IF9.8
err2025-05-03
err0
PREAI
errMoraes, Ingrid A.; Kaufmann, Karine Cristine; Barbon Junior, Sylvio; Neves, Marina G.; Villa, Javier E. L.
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Online Meta-Recommendation of CUSUM Hyperparameters for Enhanced Drift Detection
errSENSORS
IF3.5
err2025-04-28
err0
errOAAI
errLopes, Jessica Fernandes; Barbon Junior, Sylvio; de Melo, Leonimer Flavio
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errSave
Predicting oleogels properties using non-invasive spectroscopic techniques and machine learning
errFOOD RESEARCH INTERNATIONAL
IF8
err2025-02-01
err0
PREAI
errMoraes, Ingrid A.; Barbon Junior, Sylvio Barbon; Villa, Javier E. L.; Cunha, Rosiane L.
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errSave
Machine learning predictions of onset and oxidation potentials for methanol and ethanol electrooxidation: Comprehensive analysis and experimental validation
errELECTROCHIMICA ACTA
IF5.6
err2025-01-01
err0
PREAI
errvon Zuben, Theodora Wrobel; Salles Jr, Airton Gonsalves; Bonacin, Juliano Alves; Barbon Junior, Sylvio Barbon
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errSave
Analyzing fatigue in dynamic exercise through electromyography signals and similarity metrics
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-01-01
err0
PREAI
errSchiaber, Pamela de Souza; Scalassara, Paulo Rogerio; Endo, Wagner; Agulhari, Cristiano Marcos; Altimari, Leandro Ricardo; Barbon Junior, Sylvio
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errSave
Deep computer vision system and explainable artificial intelligence applied for classification of dragon fruit (Hylocereus spp.)
errSCIENTIA HORTICULTURAE
IF4.2
err2024-12-01
err1
PREAI
errFerreira, Marcus Vinicius da Silva; Barbon Junior, Sylvio; da Costa, Victor G. Turrisi; Barbin, Douglas Fernandes; Barbosa Jr, Sylvio Jose Lucena
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Interpretation and explanation of computer vision classification of carambola ( Averrhoa carambola L. ) according to maturity stage
errFOOD RESEARCH INTERNATIONAL
IF8
err2024-09-01
err1
PREAI
errde Moraes, Ingrid Alves; Barbon Junior, Sylvio; Barbin, Douglas Fernandes
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Portable near infrared (NIR) spectrometer coupled with machine learning to classify milk with subclinical mastitis
errFOOD CONTROL
IF6.3
err2024-09-01
err2
PREAI
errPereira, Erik da Silva; Cruz-Tirado, J. P.; Crippa, Bruna Lourenco; Morasi, Rafaela Martins; de Almeida, Jaqueline Milagres; Barbin, Douglas Fernandes; Barbon Junior, Sylvio; Silva, Nathalia Cristina Cirone
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Tuning Machine Learning to Address Process Mining Requirements
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errCeravolo, Paolo; Barbon, Sylvio, Jr.; Damiani, Ernesto; van der Aalst, Wil
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Research Directions

No research directions
Co-authors
Cooperation Journals
W
Wil M. P. van der Aalst
H-index: 145 · Papers: 1.7K
J
Jaime Lloret
H-index: 74 · Papers: 982
R
Rosiane Lopes Cunha
H-index: 66 · Papers: 354
V
Vicente Martínez‐Vizcaíno
H-index: 64 · Papers: 529
A
André C. P. L. F. de Carvalho
H-index: 60 · Papers: 731
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