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 |
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 | 36 | 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 | 33 | 2019 |
Lettuce life stage classification from texture attributes using machine learning estimators and feature selection processes SC Lauguico, RIIS Concepcion, JD Alejandrino, RR Tobias, EP Dadios International Journal of Advances in Intelligent Informatics 6 (2), 173-184, 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 |
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 | 29 | 2021 |
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 | 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 |
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 | 26 | 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 | 24 | 2019 |
Aquaphotomics determination of nutrient biomarker for spectrophotometric parameterization of crop growth primary macronutrients using genetic programming R Concepcion II, S Lauguico, J Alejandrino, E Dadios, E Sybingco, ... Information Processing in Agriculture 9 (4), 497-513, 2022 | 22 | 2022 |
Lactuca sativa leaf extract concentration optimization using evolutionary strategy as photosensitizer for TiO2-filmed Grӓtzel cell R Concepcion II, J Alejandrino, CH Mendigoria, E Dadios, A Bandala, ... Optik 242, 166931, 2021 | 22 | 2021 |
A hybrid data acquisition model using artificial intelligence and IoT messaging protocol for precision farming J Alejandrino, R Concepcion, VJ Almero, MG Palconit, A Bandala, ... 2020 IEEE 12th International Conference on Humanoid, Nanotechnology …, 2020 | 21 | 2020 |
Congestion detection in wireless sensor networks based on artificial neural network and support vector machine J Alejandrino, R Concepcion, S Lauguico, MG Palconit, A Bandala, ... 2020 IEEE 12th International Conference on Humanoid, Nanotechnology …, 2020 | 21 | 2020 |
Aquaphotomics determination of total organic carbon and hydrogen biomarkers on aquaponic pond water and concentration prediction using genetic programming R Concepcion II, S Lauguico, J Alejandrino, J De Guia, E Dadios, ... 2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC), 1-6, 2020 | 21 | 2020 |
Adaptive neuro-fuzzy inference system on aquaphotomics development for aquaponic water nutrient assessments and analyses S Lauguico, R Baldovino, R Concepcion, J Alejandrino, RR Tobias, ... 2020 12th International Conference on Information Technology and Electrical …, 2020 | 19 | 2020 |
Feasibility of Television White Space Spectrum Technologies for Wide Range Wireless Sensor Network: A survey JD Alejandrino, RS Concepcion, SC Laugico, ET Trinidad, EP Dadios 2019 IEEE 11th International Conference on Humanoid, Nanotechnology …, 2019 | 18 | 2019 |
Protocol-independent data acquisition for precision farming JD Alejandrino, RS Concepcion II, VJD Almero, MG Palconit, RRP Vicerra, ... Journal of Advanced Computational Intelligence and Intelligent Informatics …, 2021 | 17 | 2021 |