Smart sustainable biorefineries for lignocellulosic biomass AB Culaba, AP Mayol, JLG San Juan, CL Vinoya, RS Concepcion II, ... Bioresource technology 344, 126215, 2022 | 66 | 2022 |
A comparative analysis of machine learning algorithms modeled from machine vision-based lettuce growth stage classification in smart aquaponics SC Lauguico, RS Concepcion, JD Alejandrino, RR Tobias, DD Macasaet, ... Int. J. Environ. Sci. Dev 11 (9), 442-449, 2020 | 42 | 2020 |
A review of electrical resistivity tomography applications in underground imaging and object detection JD Ducut, M Alipio, PJ Go, R Concepcion II, RR Vicerra, A Bandala, ... Displays 73, 102208, 2022 | 38 | 2022 |
Design of biorefineries towards carbon neutrality: A critical review AB Culaba, AP Mayol, JLG San Juan, AT Ubando, AA Bandala, ... Bioresource technology 369, 128256, 2023 | 37 | 2023 |
Visual classification of lettuce growth stage based on morphological attributes using unsupervised machine learning models J Alejandrino, R Concepcion, S Lauguico, RR Tobias, VJ Almero, ... 2020 IEEE REGION 10 CONFERENCE (TENCON), 438-443, 2020 | 37 | 2020 |
Implementation of inverse kinematics for crop-harvesting robotic arm in vertical farming SC Lauguico, RS Concepcion, DD Macasaet, JD Alejandrino, ... 2019 IEEE international conference on cybernetics and intelligent systems …, 2019 | 36 | 2019 |
Grape leaf multi-disease detection with confidence value using transfer learning integrated to regions with convolutional neural networks S Lauguico, R Concepcion, RR Tobias, A Bandala, RR Vicerra, E Dadios 2020 IEEE region 10 conference (TENCON), 767-772, 2020 | 35 | 2020 |
Prediction of grape leaf black rot damaged surface percentage using hybrid linear discriminant analysis and decision tree OJ Alajas, R Concepcion, E Dadios, E Sybingco, CH Mendigoria, ... 2021 International Conference on Intelligent Technologies (CONIT), 1-6, 2021 | 34 | 2021 |
Estimation of photosynthetic growth signature at the canopy scale using new genetic algorithm-modified visible band triangular greenness index RS Concepcion, SC Lauguico, RR Tobias, EP Dadios, AA Bandala, ... 2020 International Conference on Advanced Robotics and Intelligent Systems …, 2020 | 33 | 2020 |
Diseased surface assessment of maize cercospora leaf spot using hybrid gaussian quantum-behaved particle swarm and recurrent neural network R Concepcion, E Dadios, J Alejandrino, CH Mendigoria, H Aquino, ... 2021 IEEE International IOT, Electronics and Mechatronics Conference …, 2021 | 31 | 2021 |
The Technology Adoption and Governance of Artificial Intelligence in the Philippines RS Concepcion, RAR Bedruz, AB Culaba, EP Dadios, ARAR Pascua 2019 IEEE 11th International Conference on Humanoid, Nanotechnology …, 0 | 31* | |
Lettuce life stage classification from texture attributes using machine learning estimators and feature selection processes S Lauguico, R Concepcion II, J Alejandrino, RR Tobias, E Dadios International Journal of Advances in Intelligent Informatics 6 (2), 2020 | 30 | 2020 |
Adaptive fertigation system using hybrid vision-based lettuce phenotyping and fuzzy logic valve controller towards sustainable aquaponics RS Concepcion II, SC Lauguico, JD Alejandrino, AA Bandala, E Sybingco, ... Journal of Advanced Computational Intelligence and Intelligent Informatics …, 2021 | 29 | 2021 |
Using stacked long short term memory with principal component analysis for short term prediction of solar irradiance based on weather patterns JD de Guia, RS Concepcion, HA Calinao, J Alejandrino, EP Dadios, ... 2020 IEEE REGION 10 CONFERENCE (TENCON), 946-951, 2020 | 29 | 2020 |
A machine learning approach of lattice infill pattern for increasing material efficiency in additive manufacturing processes JD Alejandrino, RS Concepcion, SC Lauguico, RR Tobias, L Venancio, ... Int. J. Mech. Eng. Robot. Res 9 (9), 1253-1263, 2020 | 29 | 2020 |
Genetic algorithm-based visible band tetrahedron greenness index modeling for lettuce biophysical signature estimation R Concepcion, S Lauguico, RR Tobias, E Dadios, A Bandala, E Sybingco 2020 IEEE REGION 10 CONFERENCE (TENCON), 679-684, 2020 | 28 | 2020 |
Lettuce Canopy Area Measurement Using Static Supervised Neural Networks Based on Numerical Image Textural Feature Analysis of Haralick and Gray Level Co-Occurrence Matrix RS Concepcion II, SC Lauguico, JD Alejandrino, EP Dadios, E Sybingco AGRIVITA, Journal of Agricultural Science 42 (3), 472-486, 2020 | 27 | 2020 |
Tomato septoria leaf spot necrotic and chlorotic regions computational assessment using artificial bee colony-optimized leaf disease index R Concepcion, S Lauguico, E Dadios, A Bandala, E Sybingco, ... 2020 IEEE REGION 10 CONFERENCE (TENCON), 1243-1248, 2020 | 26 | 2020 |
Lettuce growth stage identification based on phytomorphological variations using coupled color superpixels and multifold watershed transformation. RS Concepcion II, JD Alejandrino, SC Lauguico, RR Tobias, E Sybingco, ... International Journal of Advances in Intelligent Informatics 6 (3), 2020 | 26 | 2020 |
A fuzzy logic-based stock market trading algorithm using bollinger bands S Lauguico, R Concepcion II, J Alejandrino, D Macasaet, RR Tobias, ... 2019 IEEE 11th international conference on humanoid, nanotechnology …, 2019 | 26 | 2019 |