Scopus-indexed research

Research and Publications

My research centers on applied intelligent systems, connecting AI, computer vision, robotics, edge computing, optimization, and educational technologies with deployable solutions for transportation, infrastructure, manufacturing, agriculture, and learning.

17Scopus Publications
90Citations
4h-index

Research Focus

Robotics and visuo-tactile sensingComputer vision and edge AIRoad and infrastructure intelligenceSmart learning and educational analyticsRemote sensing and agricultural monitoringOptimization and decision support
Publication List

Scopus Publications

Export date: 25 August 2026

20260 citations

Visuo-Tactile Sensors for Robotic Grippers Design and Challenges: A Review

IEEE Access, 14, pp. 117725 - 117738

RoboticsTactile SensingReview
20260 citations

AI-Based Road Pavement Damage Detection and Severity Classification Using Edge Computing

2026 IEEE 18th International Conference on Computational Intelligence and Communication Networks, CICN 2026, pp. 1504 - 1509

Edge AIRoad MonitoringComputer Vision
20260 citations

Road Damage Detection Using Instance Segmentation: A Comparative Study of YOLOv8m-Seg and RF-DETR in Philippine Road Conditions

2026 IEEE 18th International Conference on Computational Intelligence and Communication Networks, CICN 2026, pp. 1137 - 1143

Instance SegmentationYOLOInfrastructure
20261 citation

From reef ecology to industry 4.0: Strategic, smart and sustainable framework for crown-of-thorns starfish outbreak management

Ecological Informatics, 93, art. no. 103576

Industry 4.0SustainabilityReview
20250 citations

A Large Language Model-Based Framework for Interpretable Assessment Analytics and Feedback Generation

2025 IEEE 17th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2025

LLMLearning AnalyticsEducation
20250 citations

Design and Development of a Smart LMS Using Large Language Models for Personalized Feedback and Learning Analytics

2025 IEEE 17th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2025

Smart LMSLLMAssessment
20251 citation

Real-Time Road Damage Classification and Severity Detection System

IEEE Region 10 Annual International Conference, Proceedings/TENCON, pp. 1898 - 1903

YOLOv8Road DamageEmbedded Systems
20241 citation

Data Modeling and Integration for a Parking Management System with License Plate Recognition

Lecture Notes in Networks and Systems, 1169, pp. 351 - 360

License Plate RecognitionData ModelingSmart Mobility
20231 citation

A Software Management System Solution for Digitalization and Automation in Construction Sector

2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2023

AutomationSoftware SystemsConstruction
20231 citation

Expedition of Bakery Processes for Increased In-Store Productivity Through a POS Object Detector Module for Pastries

2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2023

Object DetectionRetail ProductivityPOS Automation
20230 citations

Interplay of Remote Sensing and Artificial Intelligence in Open Agricultural Land Monitoring

2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2023

Remote SensingAIAgriculture
20231 citation

Merged Application of YOLOv7 Object Detection and Deep Text Recognition for Four-Wheeled Vehicle License Plate Recognition

2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2023

YOLOv7Text RecognitionComputer Vision
20222 citations

Optimization of a Vision-Based Lettuce Growth Stage Classification using Genetic Algorithm

2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2022

Genetic AlgorithmAgricultureClassification
202211 citations

Overhead View Bus Passenger Detection and Counter using DeepSORT and Tiny-Yolo V4

2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2022

DeepSORTYOLOTransport
202131 citations

Vision-based Crowd Counting and Social Distancing Monitoring using Tiny-YOLOv4 and DeepSORT

2021 IEEE International Smart Cities Conference, ISC2 2021

Smart CitiesCrowd CountingDeepSORT
202112 citations

A Maximization Model for Food Aid Distribution using Integer Linear Programming

2021 IEEE 13th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2021

OptimizationLinear ProgrammingDecision Support
201815 citations

Vision-based canopy area measurements

2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management, HNICEM 2018, art. no. 8666251

Image ProcessingAgricultureMeasurement