Sigfredo Fuentes

ResearcherID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 46

Top Venues

Sensors (Basel, Switzerland)

Foods (Basel, Switzerland)

Plants (Basel, Switzerland)

Journal of the science of food and agriculture

University of Melbourne

University of Western Sydney (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Melbourne Jan 01 2019

Australia

Associate Professor :: School of Agriculture and Food

The University of Melbourne Oct 31 2012 - Dec 31 2018

Australia

Senior Lecturer :: School of Agriculture and Food

Education History

University of Western Sydney Aug 09 2002 - Apr 04 2005

Australia

PHD :: Centre of Horticulture and Plant Sciences

The University of Talca Sep 10 1993 - Dec 07 1998

Chile

BSC :: Faculty of Agronomy

Publications

Perla A Ramos-Parra, Irma C De Anda-Lobo, Claudia Gonzalez Viejo, Raúl Villarreal-Lara, Jorge Abraham Clorio-Carillo, Luis Martín Marín-Obispo, Diana Jessica Obispo-Fortunato, Zamantha Escobedo-Avellaneda, Sigfredo Fuentes, Esther Pérez-Carrillo, Carmen Hernandez-Brenes
Consumer insights into the at-home liking of commercial beers: Integrating nonvolatile and volatile flavor chemometrics. Food science & nutrition 12 (6) (2024)
Perla A Ramos-Parra, Irma C De Anda-Lobo, Claudia Gonzalez Viejo, Raúl Villarreal-Lara, Jorge Abraham Clorio-Carillo, Luis Martín Marín-Obispo, Diana Jessica Obispo-Fortunato, Zamantha Escobedo-Avellaneda, Sigfredo Fuentes, Esther Pérez-Carrillo, Carmen Hernandez-Brenes
Consumer insights into the at-home liking of commercial beers: Integrating nonvolatile and volatile flavor chemometrics. Food science & nutrition 12 (6) (2024)
Claudia Gonzalez Viejo, Damir Dennis Torrico, Sigfredo Fuentes
Novel Contactless Sensors for Food, Beverage and Packaging Evaluation. Sensors (Basel, Switzerland) 23 (19) (2023)
Sajitha Biju, Sigfredo Fuentes, Dorin Gupta
Novel insights into the mechanism(s) of silicon-induced drought stress tolerance in lentil plants revealed by RNA sequencing analysis. BMC plant biology 23 (1) (2023)
Claudia Gonzalez Viejo, Sigfredo Fuentes
Digital Assessment and Classification of Wine Faults Using a Low-Cost Electronic Nose, Near-Infrared Spectroscopy and Machine Learning Modelling. Sensors (Basel, Switzerland) 22 (6) (2022)
Sigfredo Fuentes
Implementation of Artificial Intelligence in Food Science, Food Quality, and Consumer Preference Assessment. Foods (Basel, Switzerland) 11 (9) (2022)
Chang Liu, Chetan Sharma, Qiqi Xu, Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir Dennis Torrico
Influence of Label Design and Country of Origin Information in Wines on Consumers' Visual, Sensory, and Emotional Responses. Sensors (Basel, Switzerland) 22 (6) (2022)
Hanyue Feng, Claudia Gonzalez Viejo, Niloofar Vaghefi, Paul W J Taylor, Eden Tongson, Sigfredo Fuentes
Early Detection of Fusarium oxysporum Infection in Processing Tomatoes ( Solanum lycopersicum ) and Pathogen-Soil Interactions Using a Low-Cost Portable Electronic Nose and Machine Learning Modeling. Sensors (Basel, Switzerland) 22 (22) (2022)
Mitali K Gupta, Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir Dennis Torrico, Patrizia Camille Saturno, Sally L Gras, Frank R Dunshea, Jeremy James Cottrell
Digital technologies to assess yoghurt quality traits and consumers acceptability. Journal of the science of food and agriculture 102 (13) (2022)
Aimi Aznan, Claudia Gonzalez Viejo, Alexis Pang, Sigfredo Fuentes
Rapid Detection of Fraudulent Rice Using Low-Cost Digital Sensing Devices and Machine Learning. Sensors (Basel, Switzerland) 22 (22) (2022)
Aimi Aznan, Claudia Gonzalez Viejo, Alexis Pang, Sigfredo Fuentes
Rapid Assessment of Rice Quality Traits Using Low-Cost Digital Technologies. Foods (Basel, Switzerland) 11 (9) (2022)
Sigfredo Fuentes, Jiyul Chang
Methodologies Used in Remote Sensing Data Analysis and Remote Sensors for Precision Agriculture. Sensors (Basel, Switzerland) 22 (20) (2022)
Hai Ho Dac, Claudia Gonzalez Viejo, Nir Lipovetzky, Eden Tongson, Frank Rowland Dunshea, Sigfredo Fuentes
Livestock Identification Using Deep Learning for Traceability. Sensors (Basel, Switzerland) 22 (21) (2022)
Waseem Ashfaq, Graham Brodie, Sigfredo Fuentes, Dorin Gupta
Infrared Thermal Imaging and Morpho-Physiological Indices Used for Wheat Genotypes Screening under Drought and Heat Stress. Plants (Basel, Switzerland) 11 (23) (2022)
Waseem Ashfaq, Graham Brodie, Sigfredo Fuentes, Dorin Gupta
Infrared Thermal Imaging and Morpho-Physiological Indices Used for Wheat Genotypes Screening under Drought and Heat Stress. Plants (Basel, Switzerland) 11 (23) (2022)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Eden Tongson, Frank R Dunshea
The livestock farming digital transformation: implementation of new and emerging technologies using artificial intelligence. Animal health research reviews 23 (1) (2022)
Waseem Ashfaq, Graham Brodie, Sigfredo Fuentes, Dorin Gupta
Infrared Thermal Imaging and Morpho-Physiological Indices Used for Wheat Genotypes Screening under Drought and Heat Stress. Plants (Basel, Switzerland) 11 (23) (2022)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Damir Dennis Torrico, Frank Rowland Dunshea
Digital Integration and Automated Assessment of Eye-Tracking and Emotional Response Data Using the BioSensory App to Maximize Packaging Label Analysis. Sensors (Basel, Switzerland) 21 (22) (2021)
Sigfredo Fuentes, Eden Jane Tongson
Editorial: Special Issue "Implementation of Sensors and Artificial Intelligence for Environmental Hazards Assessment in Urban, Agriculture and Forestry Systems". Sensors (Basel, Switzerland) 21 (19) (2021)
Sigfredo Fuentes, Eden Tongson, Claudia Gonzalez Viejo
Urban Green Infrastructure Monitoring Using Remote Sensing from Integrated Visible and Thermal Infrared Cameras Mounted on a Moving Vehicle. Sensors (Basel, Switzerland) 21 (1) (2021)
Sigfredo Fuentes, Eden Tongson, Ranjith R Unnithan, Claudia Gonzalez Viejo
Early Detection of Aphid Infestation and Insect-Plant Interaction Assessment in Wheat Using a Low-Cost Electronic Nose (E-Nose), Near-Infrared Spectroscopy and Machine Learning Modeling. Sensors (Basel, Switzerland) 21 (17) (2021)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Eden Tongson, Nir Lipovetzky, Frank Rowland Dunshea
Biometric Physiological Responses from Dairy Cows Measured by Visible Remote Sensing Are Good Predictors of Milk Productivity and Quality through Artificial Intelligence. Sensors (Basel, Switzerland) 21 (20) (2021)
Vasiliki Summerson, Claudia Gonzalez Viejo, Alexis Pang, Damir Dennis Torrico, Sigfredo Fuentes
Assessment of Volatile Aromatic Compounds in Smoke Tainted Cabernet Sauvignon Wines Using a Low-Cost E-Nose and Machine Learning Modelling. Molecules (Basel, Switzerland) 26 (16) (2021)
Claudia Gonzalez Viejo, Eden Tongson, Sigfredo Fuentes
Integrating a Low-Cost Electronic Nose and Machine Learning Modelling to Assess Coffee Aroma Profile and Intensity. Sensors (Basel, Switzerland) 21 (6) (2021)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Chelsea Hall, Yidan Tang, Eden Tongson
Berry Cell Vitality Assessment and the Effect on Wine Sensory Traits Based on Chemical Fingerprinting, Canopy Architecture and Machine Learning Modelling. Sensors (Basel, Switzerland) 21 (21) (2021)
Aimi Aznan, Claudia Gonzalez Viejo, Alexis Pang, Sigfredo Fuentes
Computer Vision and Machine Learning Analysis of Commercial Rice Grains: A Potential Digital Approach for Consumer Perception Studies. Sensors (Basel, Switzerland) 21 (19) (2021)
Marcos Carrasco-Benavides, Javiera Antunez-Quilobrán, Antonella Baffico-Hernández, Carlos Ávila-Sánchez, Samuel Ortega-Farías, Sergio Espinoza, John Gajardo, Marco Mora, Sigfredo Fuentes
Performance Assessment of Thermal Infrared Cameras of Different Resolutions to Estimate Tree Water Status from Two Cherry Cultivars: An Alternative to Midday Stem Water Potential and Stomatal Conductance. Sensors (Basel, Switzerland) 20 (12) (2020)
Sigfredo Fuentes, Vasiliki Summerson, Claudia Gonzalez Viejo, Eden Tongson, Nir Lipovetzky, Kerry L Wilkinson, Colleen Szeto, Ranjith R Unnithan
Assessment of Smoke Contamination in Grapevine Berries and Taint in Wines Due to Bushfires Using a Low-Cost E-Nose and an Artificial Intelligence Approach. Sensors (Basel, Switzerland) 20 (18) (2020)
Claudia Gonzalez Viejo, Raúl Villarreal-Lara, Damir Dennis Torrico, Yaressi G Rodríguez-Velazco, Zamantha Escobedo-Avellaneda, Perla A Ramos-Parra, Ronit Mandal, Anubhav Pratap-Singh, Carmen Hernandez-Brenes, Sigfredo Fuentes
Beer and Consumer Response Using Biometrics: Associations Assessment of Beer Compounds and Elicited Emotions. Foods (Basel, Switzerland) 9 (6) (2020)
Sigfredo Fuentes, Damir Dennis Torrico, Eden Tongson, Claudia Gonzalez Viejo
Machine Learning Modeling of Wine Sensory Profiles and Color of Vertical Vintages of Pinot Noir Based on Chemical Fingerprinting, Weather and Management Data. Sensors (Basel, Switzerland) 20 (13) (2020)
Damir Dennis Torrico, Jennifer Tam, Sigfredo Fuentes, Claudia Gonzalez Viejo, Frank R Dunshea
Consumer rejection threshold, acceptability rates, physicochemical properties, and shelf-life of strawberry-flavored yogurts with reductions of sugar. Journal of the science of food and agriculture 100 (7) (2020)
Carlos Poblete-Echeverría, Sigfredo Fuentes
Editorial: Special Issue "Emerging Sensor Technology in Agriculture". Sensors (Basel, Switzerland) 20 (14) (2020)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Surinder Singh Chauhan, Aleena Joy, Eden Tongson, Frank Rowland Dunshea
Non-Invasive Sheep Biometrics Obtained by Computer Vision Algorithms and Machine Learning Modeling Using Integrated Visible/Infrared Thermal Cameras. Sensors (Basel, Switzerland) 20 (21) (2020)
Vasiliki Summerson, Claudia Gonzalez Viejo, Colleen Szeto, Kerry L Wilkinson, Damir Dennis Torrico, Alexis Pang, Roberta De Bei, Sigfredo Fuentes
Classification of Smoke Contaminated Cabernet Sauvignon Berries and Leaves Based on Chemical Fingerprinting and Machine Learning Algorithms. Sensors (Basel, Switzerland) 20 (18) (2020)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Brendan Richard Cullen, Eden Tongson, Surinder Singh Chauhan, Frank Rowland Dunshea
Artificial Intelligence Applied to a Robotic Dairy Farm to Model Milk Productivity and Quality based on Cow Data and Daily Environmental Parameters. Sensors (Basel, Switzerland) 20 (10) (2020)
Nadeesha M Gunaratne, Sigfredo Fuentes, Thejani M Gunaratne, Damir D Torrico, Hollis Ashman, Caroline Francis, Claudia Gonzalez Viejo, Frank Rowland Dunshea
Consumer Acceptability, Eye Fixation, and Physiological Responses: A Study of Novel and Familiar Chocolate Packaging Designs Using Eye-Tracking Devices. Foods (Basel, Switzerland) 8 (7) (2019)
Thejani M Gunaratne, Sigfredo Fuentes, Nadeesha M Gunaratne, Damir Dennis Torrico, Claudia Gonzalez Viejo, Frank Rowland Dunshea
Physiological Responses to Basic Tastes for Sensory Evaluation of Chocolate Using Biometric Techniques. Foods (Basel, Switzerland) 8 (7) (2019)
Sigfredo Fuentes, Eden Jane Tongson, Roberta De Bei, Claudia Gonzalez Viejo, Renata Ristic, Stephen Tyerman, Kerry L Wilkinson
Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach. Sensors (Basel, Switzerland) 19 (15) (2019)
Damir Dennis Torrico, Jennifer Tam, Sigfredo Fuentes, Claudia Gonzalez Viejo, Frank R Dunshea
D-Tagatose as a Sucrose Substitute and Its Effect on the Physico-Chemical Properties and Acceptability of Strawberry-Flavored Yogurt. Foods (Basel, Switzerland) 8 (7) (2019)
Thejani M Gunaratne, Claudia Gonzalez Viejo, Nadeesha M Gunaratne, Damir Dennis Torrico, Frank Rowland Dunshea, Sigfredo Fuentes
Chocolate Quality Assessment Based on Chemical Fingerprinting Using Near Infra-red and Machine Learning Modeling. Foods (Basel, Switzerland) 8 (10) (2019)
Maria Jorquera-Chavez, Sigfredo Fuentes, Frank Rowland Dunshea, Robyn Dorothy Warner, Tomas Poblete, Ellen C Jongman
Modelling and Validation of Computer Vision Techniques to Assess Heart Rate, Eye Temperature, Ear-Base Temperature and Respiration Rate in Cattle. Animals : an open access journal from MDPI 9 (12) (2019)
Sigfredo Fuentes, Gabriela Chacon, Damir D Torrico, Andrea Zarate, Claudia Gonzalez Viejo
Spatial Variability of Aroma Profiles of Cocoa Trees Obtained through Computer Vision and Machine Learning Modelling: A Cover Photography and High Spatial Remote Sensing Application. Sensors (Basel, Switzerland) 19 (14) (2019)
Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir Dennis Torrico, Kate Howell, Frank R Dunshea
Assessment of Beer Quality Based on a Robotic Pourer, Computer Vision, and Machine Learning Algorithms Using Commercial Beers. Journal of food science 83 (5) (2018)
Sigfredo Fuentes, Claudia Gonzalez Viejo, Damir D Torrico, Frank Rowland Dunshea
Development of a Biosensory Computer Application to Assess Physiological and Emotional Responses from Sensory Panelists. Sensors (Basel, Switzerland) 18 (9) (2018)
Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir D Torrico, Frank Rowland Dunshea
Non-Contact Heart Rate and Blood Pressure Estimations from Video Analysis and Machine Learning Modelling Applied to Food Sensory Responses: A Case Study for Chocolate. Sensors (Basel, Switzerland) 18 (6) (2018)
Claudia Gonzalez Viejo, Sigfredo Fuentes, Damir Torrico, Kate Howell, Frank R Dunshea
Assessment of beer quality based on foamability and chemical composition using computer vision algorithms, near infrared spectroscopy and machine learning algorithms. Journal of the science of food and agriculture 98 (2) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sigfredo Fuentes