Publications

2024

1. Springer

   CALICO: Confident Active Learning with Integrated Calibration

   Lorenzo S Querol, Hajime Nagahara, and Hideaki Hayashi

   In International Conference on Artificial Neural Networks , 2024

   Bib

   @inproceedings{querol2024calico,
     title = {CALICO: Confident Active Learning with Integrated Calibration},
     author = {Querol, Lorenzo S and Nagahara, Hajime and Hayashi, Hideaki},
     booktitle = {International Conference on Artificial Neural Networks},
     pages = {116--130},
     year = {2024},
     organization = {Springer}
   }

2. Agronomy

   

   Rapid Automatic Cacao Pod Borer Detection Using Edge Computing on Low-End Mobile Devices

   Eros Allan Somo Hacinas, Lorenzo Sangco Querol, Kris Lord T Santos, Evian Bless Matira , and 4 more authors

   Agronomy, 2024

   Bib

   @article{hacinas2024rapid,
     title = {Rapid Automatic Cacao Pod Borer Detection Using Edge Computing on Low-End Mobile Devices},
     author = {Hacinas, Eros Allan Somo and Querol, Lorenzo Sangco and Santos, Kris Lord T and Matira, Evian Bless and Castillo, Rhodina C and Arcelo, Mercedes and Amalin, Divina and Rustia, Dan Jeric Arcega},
     journal = {Agronomy},
     volume = {14},
     number = {3},
     pages = {502},
     year = {2024},
     publisher = {MDPI},
   }

2023

1. 

   Application for White Spot Syndrome Virus (WSSV) Monitoring using Edge Machine Learning

   Lorenzo S Querol, Macario O Cordel II, Dan Jeric A Rustia, and Mary Nia M Santos

   arXiv preprint, 2023

   arXiv Bib

   @article{querol2023wssv,
     title = {Application for White Spot Syndrome Virus (WSSV) Monitoring using Edge Machine Learning},
     author = {Querol, Lorenzo S and Cordel II, Macario O and Rustia, Dan Jeric A and Santos, Mary Nia M},
     journal = {arXiv preprint},
     year = {2023},
   }

2022

1. ASABE

   

   Automated Cocoa Pod Borer Detection using an Edge Computing-based Deep Learning Algorithm

   Eros Allan Somo Hacinas, Lorenzo Sangco Querol, Liane Acero, Mercedes Arcelo , and 2 more authors

   In 2022 ASABE Annual International Meeting , 2022

   Bib

   @inproceedings{hacinas2022automated,
     title = {Automated Cocoa Pod Borer Detection using an Edge Computing-based Deep Learning Algorithm},
     author = {Hacinas, Eros Allan Somo and Querol, Lorenzo Sangco and Acero, Liane and Arcelo, Mercedes and Amalin, Divina M and Rustia, Dan Jeric Arcega},
     booktitle = {2022 ASABE Annual International Meeting},
     pages = {1},
     year = {2022},
     organization = {American Society of Agricultural and Biological Engineers},
   }

2. ASABE

   

   Applying Generative Adversarial Networks for Sticky Paper Trap Image Generation and Object Detector Performance Enhancement

   Dan Jeric Arcega Rustia, Eros Allan Hacinas, Liane Angelo Acero, Lorenzo Sangco Querol , and 2 more authors

   In 2022 ASABE Annual International Meeting , 2022

   Bib

   @inproceedings{rustia2022applying,
     title = {Applying Generative Adversarial Networks for Sticky Paper Trap Image Generation and Object Detector Performance Enhancement},
     author = {Rustia, Dan Jeric Arcega and Hacinas, Eros Allan and Acero, Liane Angelo and Querol, Lorenzo Sangco and Arcelo, Mercedes and Amalin, Divina M},
     booktitle = {2022 ASABE Annual International Meeting},
     pages = {1},
     year = {2022},
     organization = {American Society of Agricultural and Biological Engineers},
   }