Search Results - "Guillermo, Marielet"
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1
Simulated vs Actual Application of Symbiotic Model on Six Wheel Modular Multi-Agent System for Linear Traversal Mission
Published in Journal of advanced computational intelligence and intelligent informatics (01-01-2024)“…Constant demand for sustainable mechanisms to perform heavy and risky tasks has driven more robotics innovations to arise. Modular reconfigurable robotics…”
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Journal Article -
2
Application of Fuzzy Logic for Robotic Arm Joint Control of an Explosive Ordnance Disposal Unit
Published in Journal of advanced computational intelligence and intelligent informatics (01-01-2024)“…Precise luffing of payload in mobile cranes is a crucial part of material handling and safety in industrial operations. Explosive ordnance disposal uses a bomb…”
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Journal Article -
3
Strategic Transit Route Recommendation Considering Multi-Trip Feature Desirability Using Logit Model with Optimal Travel Time Analysis
Published in Journal of advanced computational intelligence and intelligent informatics (20-11-2022)“…Route recommendation continues to manifest noteworthy contributions to the intelligent transportation system field of research as it evolves through time…”
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Journal Article -
4
Fuzzy Logic-Controlled Gripper Force Feedback for Haptic Device
Published in Journal of advanced computational intelligence and intelligent informatics (20-01-2024)“…This paper aims to solve the nonlinearity in PID control of a force-sensitive resistor on a haptic device and gripper using a fuzzy logic controller. The…”
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Journal Article -
5
Fuzzy Logic Adaptive Bus Route Determination for Intelligent Transportation System of Buses along Epifanio Delos Santos Avenue (EDSA)
Published in 2023 8th International Conference on Business and Industrial Research (ICBIR) (18-05-2023)“…Transportation is a huge part in the growth and competitiveness of a country as it links connectivity and enables human mobility. Epifanio Delos Santos Avenue…”
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Conference Proceeding -
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Implementation of Automated Annotation through Mask RCNN Object Detection model in CVAT using AWS EC2 Instance
Published in 2020 IEEE REGION 10 CONFERENCE (TENCON) (16-11-2020)“…With machine learning-based innovations becoming a trend, practical resolutions of its implementation to large-scale data and computing problems must be able…”
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Conference Proceeding -
7
A Comparative Study on Satellite Image Analysis for Road Traffic Detection using YOLOv3-SPP, Keras RetinaNet and Full Convolutional Network
Published in 2023 8th International Conference on Business and Industrial Research (ICBIR) (18-05-2023)“…Satellite imagery has wide ranging applications that enable different fields including transportation. The authors would like to leverage this technology in…”
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Conference Proceeding -
8
Graph Database-modelled Public Transportation Data for Geographic Insight Web Application
Published in 2022 IEEE/ACIS 23rd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) (07-12-2022)“…Public transportation is the key economic driver of a country. The true measure of a country's progress level is scaled on the number of people using the…”
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Conference Proceeding -
9
Genetic Termite Colony-Optimized Arbuscular Mycorrhizal Fungi Concentration for Glycophyte Plant Resilience to Saline Environment
Published in 2023 8th International Conference on Business and Industrial Research (ICBIR) (18-05-2023)“…Saline environments, such as coastal and agricultural areas with excessive fertigation that remained uncultivated, impede glycophyte growth. However,…”
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Conference Proceeding -
10
CNN-based Deep Learning Model for Chest X-ray Health Classification Using TensorFlow
Published in 2020 RIVF International Conference on Computing and Communication Technologies (RIVF) (01-10-2020)“…Incorrect diagnosis is still apparent especially in respiratory diseases. There is truly a need to extend the study with correct diagnosis as most of lung…”
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Conference Proceeding -
11
Overhead View Bus Passenger Detection and Counter using DeepSORT and Tiny-Yolo V4
Published in 2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (01-12-2022)“…Intelligent Surveillance Systems are increasingly gaining attention as countries build smart cities. The application of such systems includes monitoring foot…”
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Conference Proceeding -
12
Graph Query Language (GQL)-structured Algorithms for Geospatial Intelligence on Public Transportation
Published in 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (19-10-2022)“…Massive data are generated and processed every day. Insights from this big data make significant difference in one's way of living. But insight is one thing…”
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Conference Proceeding -
13
Detection and Classification of Public Security Threats in the Philippines Using Neural Networks
Published in 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech) (01-03-2020)“…Life being put into jeopardy when in public has always been Filipinos' concern. While there are reinforcements of laws, and common practices taught, these are…”
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Conference Proceeding -
14
Machine Vision-Based Prediction of Lettuce Phytomorphological Descriptors using Deep Learning Networks
Published in 2020 IEEE 12th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (03-12-2020)“…Optimizing crop production is one of the significant advances in urban agriculture and biosystems engineering. This deals with providing possibilities of…”
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Conference Proceeding -
15
Kaiser and Cumulative Proportion Principal Component Analysis for Temperature Compensation of Vibration in Reinforced Concrete Bridge
Published in 2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (01-12-2022)“…Structural health monitoring (SHM) was developed to provide diagnosis of the state of civil structures, such as bridge and building, throughout their lifespan…”
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Conference Proceeding -
16
BivalveNet: A hybrid deep neural network for common cockle (Cerastoderma edule) geographical traceability based on shell image analysis
Published in Ecological informatics (01-12-2023)“…Bivalve traceability is a major concern. It is of utmost importance to develop tools that allow providing important information to the consumer, not only on…”
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Journal Article -
17
Design and Construction of a Solar Energy Module for Optimizing Solar Energy Efficiency
Published in 2020 IEEE 12th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (03-12-2020)“…The ability of renewable resources to provide energy has a very great potential. It can provide sustainability for the needs of the future, especially now that…”
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Conference Proceeding -
18
Integration of AWS and Roboflow Mask R-CNN Model for a Fully Cloud-Based Image Segmentation Platform
Published in 2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (19-11-2023)“…This study shows the integration of AWS to Roboflow through the Roboflow API. This will allow the utilization of the machine learning models within the…”
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Conference Proceeding -
19
Soil Type Factor Estimation Based on ERT Apparent Resistivity Using Supervised Machine Learning Models
Published in 2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (19-11-2023)“…Geologists and professionals traditionally conducted manual analysis when interpreting resistivity models acquired through geophysical techniques such as…”
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Conference Proceeding -
20
Face Recognition and Identification Using Successive Subspace Learning for Human Resource Utilization Assessment
Published in 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (19-10-2022)“…Attendance monitoring is an application of people counting with several use cases in various settings such as in corporate businesses and classrooms. Despite…”
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Conference Proceeding