Rogelio Ruzcko Tobias

A Comparative Analysis of Machine Learning Algorithms Modeled from Machine Vision-Based Lettuce Growth Stage Classification in Smart Aquaponics

Sandy Lauguico, Ronnie Concepcion, Jonnel Alejandrino et al. · International Journal of Environmental Science and Development · 2020 · 53 citations · Full text

Food Scarcity, Precision Agriculture, Engineering +21

Visual Classification of Lettuce Growth Stage based on Morphological Attributes using Unsupervised Machine Learning models

Jonnel Alejandrino, Ronnie Concepcion, Sandy Lauguico et al. · 2020 · 48 citations

A Machine Learning Approach of Lattice Infill Pattern for Increasing Material Efficiency in Additive Manufacturing Processes

Jonnel Alejandrino, Ronnie Concepcion, Sandy Lauguico et al. · International Journal of Mechanical Engineering and Robotics Research · 2020 · 39 citations · Full text

Materials Science, Engineering, Machine Learning Approach +8

Estimation of Photosynthetic Growth Signature at the Canopy Scale Using New Genetic Algorithm-Modified Visible Band Triangular Greenness Index

Ronnie Concepcion, Sandy Lauguico, Rogelio Ruzcko Tobias et al. · 2020 · 38 citations

Plant Analysis, Precision Agriculture, Environmental Monitoring +20

Grape Leaf Multi-disease Detection with Confidence Value Using Transfer Learning Integrated to Regions with Convolutional Neural Networks

Sandy Lauguico, Ronnie Concepcion, Rogelio Ruzcko Tobias et al. · 2020 · 36 citations

Convolutional Neural Network, Black Rot, Machine Learning +18