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Jonnel Alejandrino
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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
422020
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
362020
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
332019
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
292021
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
292021
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
292020
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
282020
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
272020
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
262020
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
262020
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
262020
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
242019
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
222022
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
222021
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
212020
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
212020
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
212020
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
192020
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
182019
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
172021
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