Elmer P. Dadios
Orcid: 0000-0002-5751-389X
According to our database1,
Elmer P. Dadios
authored at least 153 papers
between 1996 and 2024.
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Bibliography
2024
Hazardous Chemicals Detection and Classification Through Millimeter Wave and Machine Learning.
J. Adv. Comput. Intell. Intell. Informatics, July, 2024
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
rain-t: Daily Rainfall Predictive Model Using 6-Gene Genetic Expression for Historical Data-Based Forecasting.
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
Simulated vs Actual Application of Symbiotic Model on Six Wheel Modular Multi-Agent System for Linear Traversal Mission.
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
Application of Fuzzy Logic for Robotic Arm Joint Control of an Explosive Ordnance Disposal Unit.
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
Enhancing Fault Detection and Classification in Grid-Tied Solar Energy Systems Using Radial Basis Function and Fuzzy Logic-Controlled Data Switch.
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
Non-Invasive Plant Root Tomography Through Optimized Sonar Array Transducer Antenna Design Using Genetic Swarm Metaheuristic.
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
6D Pose Estimation and Correction for Fully Occluded 3D Model X-Ray Source Using Deeplabv3 Utilizing Mobilenetv2 Backbone and Dense Fusion Algorithm.
Proceedings of the International Symposium on Networks, Computers and Communications, 2024
2023
SpeedX: Smart Speed Controller Model of Towed Subterranean Imaging System for Resistivity Data Distortion Reduction Using Computational Intelligence.
J. Adv. Comput. Intell. Intell. Informatics, January, 2023
Digital Twin Concept Utilizing Electrical Resistivity Tomography for Monitoring Seawater Intrusion.
J. Adv. Comput. Intell. Intell. Informatics, January, 2023
MeterGPX: A Smart Multimeter Embedded with Multigene Genetic Programming Model for Multiarray Antenna Transmitter.
J. Adv. Comput. Intell. Intell. Informatics, January, 2023
optIFnet: A Capacitive Antenna Dipole Indention-Flexure Predictive Model Optimized Using Hybrid Lichtenberg Algorithm and Neural Network.
J. Adv. Comput. Intell. Intell. Informatics, January, 2023
Grape <i>Pseudocercospora</i> Leaf Specked Area Estimation Using Hybrid Genetic Algorithm and Recurrent Neural Network.
J. Adv. Comput. Intell. Intell. Informatics, January, 2023
Non-Destructive Classification of Paddy Rice Leaf Disease Infected by Bacterial and Fungal Species Using Vision-Based Deep Learning.
J. Adv. Comput. Intell. Intell. Informatics, 2023
Assessment of Aquaponics Biofilter Performance in Reducing Dissolved Solids Concentration.
Proceedings of the IEEE Region 10 Conference, 2023
Dual Illumination Image Enhancement Using Automated MSRCR and Illumination Estimation.
Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2023
AACstive Touchpad: An Electronic Augmentative and Alternative Communication Touchpad for Post-Stroke Aphasic Patients Basic Support.
Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023
Exploring Deep Learning for Detection of Poultry Activities - Towards an Autonomous Health and Welfare Monitoring in Poultry Farms.
Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023
Optimization of VLF Capacitive-Resistive Dipole Electromagnetic Fields for Underground Utility Pipe Detection Using Artificial Bee Colony, Circle-inspired, and Genetic Metaheuristics.
Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023
Analytical Hierarchy Process-based Selection of Underground Imaging Antenna Enclosure Material for Optimized Power Transfer.
Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023
Intelligent Aeroponic System for Real-time Control and Monitoring of Lactuca Sativa Production.
Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023
Brain Activity Percentage Difference for Independent Component Analysis Rejection in the Classification Accuracies of Phone-Induced Distracted Driving.
Proceedings of the 8th International Conference on Cloud Computing and Internet of Things, 2023
2022
Mamdani Fuzzy-Based Assessment of Telework Capability of Philippine Government Employees.
J. Adv. Comput. Intell. Intell. Informatics, 2022
<i>Oreochromis niloticus</i> Growth Performance Analysis Using Pixel Transformation and Pattern Recognition.
J. Adv. Comput. Intell. Intell. Informatics, 2022
Object Detection and Segmentation Using Deeplabv3 Deep Neural Network for a Portable X-Ray Source Model.
J. Adv. Comput. Intell. Intell. Informatics, 2022
Multi-Gene Genetic Programming of IoT Water Quality Index Monitoring from Fuzzified Model for <i>Oreochromis niloticus</i> Recirculating Aquaculture System.
J. Adv. Comput. Intell. Intell. Informatics, 2022
A Review of Smart Battery Management Systems for LiFePO<sub>4</sub>: Key Issues and Estimation Techniques for Microgrids.
J. Adv. Comput. Intell. Intell. Informatics, 2022
BombNose: A Multiple Bomb-Related Gas Prediction Model Using Machine Learning with Electronic Nose Sensor Substitution Technique.
J. Adv. Comput. Intell. Intell. Informatics, 2022
Strategic Transit Route Recommendation Considering Multi-Trip Feature Desirability Using Logit Model with Optimal Travel Time Analysis.
J. Adv. Comput. Intell. Intell. Informatics, 2022
Detection of Japanese Quails (<i>Coturnix japonica</i>) in Poultry Farms Using YOLOv5 and Detectron2 Faster R-CNN.
J. Adv. Comput. Intell. Intell. Informatics, 2022
J. Adv. Comput. Intell. Intell. Informatics, 2022
Fuzzy Logic-Based Adaptive Aquaculture Water Monitoring System Based on Instantaneous Limnological Parameters.
J. Adv. Comput. Intell. Intell. Informatics, 2022
<i>f</i>Maize: A Seamless Image Filtering and Deep Transfer EfficientNet-b0 Model for Sub-Classifying Fungi Species Infecting <i>Zea mays</i> Leaves.
J. Adv. Comput. Intell. Intell. Informatics, 2022
A Review of Electrical Resistivity Tomography Applications in Underground Imaging and Object Detection.
Displays, 2022
Graph Database-modelled Public Transportation Data for Geographic Insight Web Application.
Proceedings of the 24th IEEE/ACIS International Conference on Software Engineering, 2022
Graph Query Language (GQL)-structured Algorithms for Geospatial Intelligence on Public Transportation.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022
8-10-Gene Expression-Based Atom Search for Aquaponic Lettuce Evapotranspiration Optimization Based on Photosynthetic Light Properties.
ICO, 2022
2021
Three-Dimensional Stereo Vision Tracking of Multiple Free-Swimming Fish for Low Frame Rate Video.
J. Adv. Comput. Intell. Intell. Informatics, 2021
Varietal Classification of <i>Lactuca Sativa</i> Seeds Using an Adaptive Neuro-Fuzzy Inference System Based on Morphological Phenes.
J. Adv. Comput. Intell. Intell. Informatics, 2021
J. Adv. Comput. Intell. Intell. Informatics, 2021
J. Adv. Comput. Intell. Intell. Informatics, 2021
Artificial Intelligence Software Application for Contactless Traffic Violation Apprehension in the Philippines.
J. Adv. Comput. Intell. Intell. Informatics, 2021
Application of Fuzzy Logic for Controlling Spray Drying Parameters in Production of Bignay (<i>Antidesma Bunius</i>) Juice Powder.
J. Adv. Comput. Intell. Intell. Informatics, 2021
Adaptive Fertigation System Using Hybrid Vision-Based Lettuce Phenotyping and Fuzzy Logic Valve Controller Towards Sustainable Aquaponics.
J. Adv. Comput. Intell. Intell. Informatics, 2021
J. Adv. Comput. Intell. Intell. Informatics, 2021
J. Adv. Comput. Intell. Intell. Informatics, 2021
Proceedings of the IEEE Region 10 Conference, 2021
In Situ Indirect Measurement of Nitrate Concentration in Outdoor Tilapia Fishpond Based on Physico-limnological Sensors.
Proceedings of the IEEE Region 10 Conference, 2021
Proceedings of the IEEE Region 10 Conference, 2021
SalviaNet: A Machine Learning-based Leaf Signature Profiling and Species Identification of the Endemic Genus Salvia in Central Asia.
Proceedings of the IEEE Region 10 Conference, 2021
PIGMENTnet: Chlorophyll-b Prediction of Lactuca Sativa Leaf Under Hybrid Genetic Algorithm and Recurrent Neural Network.
Proceedings of the IEEE Region 10 Conference, 2021
Vision-based Crowd Counting and Social Distancing Monitoring using Tiny-YOLOv4 and DeepSORT.
Proceedings of the IEEE International Smart Cities Conference, 2021
ICO, 2021
2020
Hybrid Tree-Fuzzy Logic for Aquaponic Lettuce Growth Stage Classification Based on Canopy Texture Descriptors.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Prediction of Total Body Water using Scaled Conjugate Gradient Artificial Neural Network.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Towards Tracking: Investigation of Genetic Algorithm and LSTM as Fish Trajectory Predictors in Turbid Water.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Transfer Learning Approach for the Classification of Conidial Fungi (Genus Aspergillus) Thru Pre-trained Deep Learning Models.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
A Smart Space with Music Selection Feature Based on Face and Speech Emotion and Expression Recognition.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Identification of Corn Plant Leaf Diseases through Web Server using Image Processing and Artificial Neural Network.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Grape Leaf Multi-disease Detection with Confidence Value Using Transfer Learning Integrated to Regions with Convolutional Neural Networks.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Implementation of Automated Annotation through Mask RCNN Object Detection model in CVAT using AWS EC2 Instance.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Using Stacked Long Short Term Memory with Principal Component Analysis for Short Term Prediction of Solar Irradiance based on Weather Patterns.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Genetic Algorithm-Based Visible Band Tetrahedron Greenness Index Modeling for Lettuce Biophysical Signature Estimation.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Tomato Septoria Leaf Spot Necrotic and Chlorotic Regions Computational Assessment Using Artificial Bee Colony-Optimized Leaf Disease Index.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Genetic Algorithm-based Dark Channel Prior Parameters Selection for Single Underwater Image Dehazing.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Segmentation of Aquaculture Underwater Scene Images based on SLIC Superpixels Merging-Fast Marching Method Hybrid.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Visual Classification of Lettuce Growth Stage based on Morphological Attributes using Unsupervised Machine Learning models.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
CNN-based Deep Learning Model for Chest X-ray Health Classification Using TensorFlow.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020
An Image Classifier for Underwater Fish Detection using Classification Tree-Artificial Neural Network Hybrid.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020
Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020
Android Application for Chest X-ray Health Classification From a CNN Deep Learning TensorFlow Model.
Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020
Detection and Classification of Public Security Threats in the Philippines Using Neural Networks.
Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2020
2019
Proceedings of the IEEE/SICE International Symposium on System Integration, 2019
Longitudinal Wheel Slip Regulation using Nonlinear Autoregressive-Moving Average (NARMA-L2) Neural Controller.
Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019
Dynamic Peloton Formation Configuration Algorithm of Swarm Robots for Aerodynamic Effects Optimization.
Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019
Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019
Development of Leap Motion Capture Based - Hand Gesture Controlled Interactive Quadrotor Drone Game.
Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019
Implementation of Inverse Kinematics for Crop-Harvesting Robotic Arm in Vertical Farming.
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019
Optimization of Extracted Features from an Explosive-Detecting Electronic Nose Using Genetic Algorithm.
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019
Implementation of Multilayer Perceptron Neural Network on Quality Assessment of Tomato Puree in Aerobic Storage using Electronic Nose.
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019
Proceedings of the International Conference on contemporary Computing and Informatics, 2019
Utilization of Genetic Algorithm in Classifying Filipino and Korean Music through Distinct Windowing and Perceptual Features.
Proceedings of the International Conference on contemporary Computing and Informatics, 2019
Categorizing License Plates Using Convolutional Neural Network with Residual Learning.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019
2018
J. Adv. Comput. Intell. Intell. Informatics, 2018
Lane Detection and Spatiotemporal Reconstruction Using the Macroblock Predictions Method.
J. Adv. Comput. Intell. Intell. Informatics, 2018
J. Adv. Comput. Intell. Intell. Informatics, 2018
Fuzzy Logic Implementation for Power Efficiency, Reliable Irrigation, and Temperature Control of Smart Farm.
J. Adv. Comput. Intell. Intell. Informatics, 2018
Microscopic Road Traffic Scene Analysis Using Computer Vision and Traffic Flow Modelling.
J. Adv. Comput. Intell. Intell. Informatics, 2018
A Comparative Sensor Based Multi-Classes Neural Network Classifications for Human Activity Recognition.
J. Adv. Comput. Intell. Intell. Informatics, 2018
J. Adv. Comput. Intell. Intell. Informatics, 2018
Air Quality Index (AQI) Classification using CO and NO2 Pollutants: A Fuzzy-based Approach.
Proceedings of the TENCON 2018, 2018
Proceedings of the TENCON 2018, 2018
Automated Image Capturing System for Deep Learning-based Tomato Plant Leaf Disease Detection and Recognition.
Proceedings of the TENCON 2018, 2018
Color Space Analysis Using KNN for Lettuce Crop Stages Identification in Smart Farm Setup.
Proceedings of the TENCON 2018, 2018
Proceedings of the TENCON 2018, 2018
Proceedings of the TENCON 2018, 2018
Development of an Adaptive In-Pipe Inspection Robot with Rust Detection and Localization.
Proceedings of the TENCON 2018, 2018
Proceedings of the TENCON 2018, 2018
Vehicle Classification Using AKAZE and Feature Matching Approach and Artificial Neural Network.
Proceedings of the TENCON 2018, 2018
2017
Utilization of the Physicomimetics Framework for Achieving Local, Decentralized, and Emergent Behavior in a Swarm of Quadrotor Unmanned Aerial Vehicles (QUAV).
J. Adv. Comput. Intell. Intell. Informatics, 2017
Smoothed Particle Hydrodynamics Approach to Aggregation of Quadrotor Unmanned Aerial Vehicle Swarm.
J. Adv. Comput. Intell. Intell. Informatics, 2017
J. Adv. Comput. Intell. Intell. Informatics, 2017
Implementation of Swarm Social Foraging Behavior in Unmanned Aerial Vehicle (UAV) Quadrotor Swarm.
J. Adv. Comput. Intell. Intell. Informatics, 2017
Fuzzy Logic System for Abnormal Audio Event Detection Using Mel Frequency Cepstral Coefficients.
J. Adv. Comput. Intell. Intell. Informatics, 2017
GA Optimization of Coconut Sugar Cooking Process: A Preliminary Study using Stochastic Universal Sampling (SUS) Technique.
Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017
Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017
Optimization of Photosynthetic Rate Parameters using Adaptive Neuro-Fuzzy Inference System (ANFIS).
Proceedings of the International Conference on Computer and Applications, 2017
2016
J. Adv. Comput. Intell. Intell. Informatics, 2016
Machine Vision Support System for Monitoring Water Quality in a Small Scale Tiger Prawn Aquaculture.
J. Adv. Comput. Intell. Intell. Informatics, 2016
Dynamic Rate Allocation Algorithm Using Adaptive LMS End-to-End Distortion Estimation for Video Transmission over Error Prone Network.
J. Adv. Comput. Intell. Intell. Informatics, 2016
Design and Development of an Artificial Intelligent System for Audio-Visual Cancer Breast Self-Examination.
J. Adv. Comput. Intell. Intell. Informatics, 2016
Dynamic Aggregation Method for Target Enclosure Using Smoothed Particle Hydrodynamics Technique - An Implementation in Quadrotor Unmanned Aerial Vehicles (QUAV) Swarm -.
J. Adv. Comput. Intell. Intell. Informatics, 2016
J. Adv. Comput. Intell. Intell. Informatics, 2016
Implementation of varied particle container for Smoothed Particle Hydrodynamics - based aggregation for unmanned aerial vehicle quadrotor swarm.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
2014
J. Adv. Comput. Intell. Intell. Informatics, 2014
Implementation of Wavelets and Artificial Neural Networks in Colonic Histopathological Classification.
J. Adv. Comput. Intell. Intell. Informatics, 2014
Neuro-Fuzzy Control Techniques for Optimal Water Quality Index in a Small Scale Tiger Prawn Aquaculture Setup.
J. Adv. Comput. Intell. Intell. Informatics, 2014
Synchronized Dual Camera Vision System for Locating and Identify Highly Dynamic Objects.
J. Adv. Comput. Intell. Intell. Informatics, 2014
Swarming Algorithm for Unmanned Aerial Vehicle (UAV) Quadrotors - Swarm Behavior for Aggregation, Foraging, Formation, and Tracking.
J. Adv. Comput. Intell. Intell. Informatics, 2014
Int. J. Biomed. Imaging, 2014
2013
Proceedings of the 2013 IEEE/SICE International Symposium on System Integration, 2013
2012
Computer vision-based breast self-examination stroke position and palpation pressure level classification using artificial neural networks and wavelet transforms.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012
2010
Experimental Identification of Manipulator Dynamics Through the Minimization of its Natural Oscillations.
J. Adv. Comput. Intell. Intell. Informatics, 2010
2009
Real Time Robot Soccer Game Event Detection Using Finite State Machines with Multiple Fuzzy Logic Probability Evaluators.
Int. J. Comput. Games Technol., 2009
2008
J. Adv. Comput. Intell. Intell. Informatics, 2008
2007
2006
J. Adv. Comput. Intell. Intell. Informatics, 2006
J. Adv. Comput. Intell. Intell. Informatics, 2006
2004
J. Adv. Comput. Intell. Intell. Informatics, 2004
J. Adv. Comput. Intell. Intell. Informatics, 2004
Editorial: Special Issue on Selected Papers from Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM'03).
J. Adv. Comput. Intell. Intell. Informatics, 2004
2002
Proceedings of the 2002 IEEE International Symposium on Intelligent Control, 2002
Proceedings of the 2002 IEEE International Symposium on Intelligent Control, 2002
1999
A comparative analysis of the topological structures of different LPC feature-based speech models.
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Nonconventional control of the flexible pole-cart balancing problem: Experimental results.
IEEE Trans. Syst. Man Cybern. Part B, 1998
1996
Multiple fuzzy logic systems: a controller for the flexible pole-cart balancing problem.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996