Gabriel Avelino R. Sampedro

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Viewing Publication 1 - 43 from 43

2024

Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networksSidra Abbas, Imen Bouazzi, Stephen Ojo, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Michal Gregus. peerj-cs, 10, 2024. [doi]

Improving Smart Grids Security: An Active Learning Approach for Smart Grid-Based Energy Theft DetectionSidra Abbas, Imen Bouazzi, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Zuzana Stolicna. access, 12:1706-1717, 2024. [doi]

Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch SensorsSidra Abbas, Shtwai Alsubai, Muhammad Ibrar-ul-Haque, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko. access, 12:22595-22607, 2024. [doi]

Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity RecognitionSidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Ahmad S. Almadhor, Abdullah Al Hejaili, Lubomira Strazovska. access, 12:44949-44959, 2024. [doi]

Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learningSidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim. peerj-cs, 10, 2024. [doi]

Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoTMade Adi Paramartha Putra, Revin Naufal Alief, Syifa Maliah Rachmawati, Gabriel Avelino R. Sampedro, Dong-Seong Kim 0002, Jae-Min Lee. iot, 25:101107, April 2024. [doi]

Magtanim Ay 'Di Biro: Regional Prediction of Crop Yield Success Rate in the Philippines using Geographic Trend Analysis AlgorithmGabriel Avelino R. Sampedro. elinfocom 2024: 1-4 [doi]

What's Next?: Exploring Machine Learning-Based Approaches to Content Suggestions Using IMDb Movie ReviewsGabriel Avelino R. Sampedro. elinfocom 2024: 1-4 [doi]

Predicting Pre-Order Sales Using Time Series Algorithm, Forecasting, and ARIMA Model in Python for Small BusinessesGabriel Avelino R. Sampedro. elinfocom 2024: 1-4 [doi]

How You Like That?: Development of a Korean Drama Recommendation System Through Sentiment AnalysisGabriel Avelino R. Sampedro. elinfocom 2024: 1-4 [doi]

Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performanceKalaipriyan Thirugnanasambandam, Jayalakshmi Murugan, Rajakumar Ramalingam, Mamoon Rashid, R. S. Raghav, Tai-Hoon Kim, Gabriel Avelino R. Sampedro, Mideth B. Abisado. peerj-cs, 10, 2024. [doi]

2023

A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT InfrastructuresSidra Abbas, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tariq Shahzad, Khmaies Ouahada. access, 11:112189-112198, 2023. [doi]

Active Learning for News Article's Authorship IdentificationSidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Zaidi. access, 11:98415-98426, 2023. [doi]

A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction IndicatorsSidra Abbas, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Zaidi. access, 11:101525-101536, 2023. [doi]

Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated LearningAhmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas, Ye Jin Kim, Muhammad Attique Khan, Jamel Baili, Jaehyuk Cha. sensors, 23(8):3984, 2023. [doi]

Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal ActivityAhmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas. sensors, 23(15):6664, August 2023. [doi]

Exploring Digital Twin-Based Fault Monitoring: Challenges and OpportunitiesJohn Jherson Bofill, Mideth B. Abisado, Jocelyn Flores Villaverde, Gabriel Avelino R. Sampedro. sensors, 23(16):7087, August 2023. [doi]

Ano Raw: A Deep Learning Based Approach to Transliterating the Filipino Sign LanguageMark Allen Cabutaje, Kenneth Ang Brondial, Alyssa Franchesca Obillo, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-6 [doi]

Classification of the Type of Brain Tumor in MRI Using Xception ModelRamil Cobilla, Jhon Carlo Dichoso, Alexandre Benedict Miñon, April Kate Pascual, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-4 [doi]

Smart Commuting: Exploring Machine Learning Approaches to Understanding the Metro Rail Transit SystemJayrald Empino, Jean Allyson Junsay, Mary Grace Verzon, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-4 [doi]

EyeRis: Visual Image Recognition using Machine Learning for the Visually-ImpairedAlliah May Eugenio, Marian Jowie Patulot, Lykha Jane Seguiro, Angelica Nicole Tuazon, Shekinah Lor B. Huyo-a, Mideth B. Abisado, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-5 [doi]

Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter OptimizationNyoman Bogi Aditya Karna, Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro. access, 11:74251-74262, 2023. [doi]

A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future DirectionsRyanne Gail Kim, Mideth B. Abisado, Jocelyn Flores Villaverde, Gabriel Avelino R. Sampedro. sensors, 23(15):6821, August 2023. [doi]

Please Be Nice: A Deep Learning Based Approach to Content Moderation of Internet MemesGenevive Macrayo, Wilfredo Casiño, Jerecho Dalangin, Jervin Gabriel Gahoy, Aaron Christian Reyes, Christian Vitto, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-5 [doi]

Development of an Automated Floating Water Filter Device Using Hollow FibersJeffrey Ng, Mideth B. Abisado, John Jherson Bofill, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-4 [doi]

Graph Neural Network for Smartphone Recommendation System: A Sentiment Analysis Approach for Smartphone RatingStephen Ojo, Sidra Abbas, Mehrez Marzougui, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko. access, 11:140451-140463, 2023. [doi]

Machine Learning Approaches to Facial Recognition: A SurveyRaegan Faith F. Paguirigan, Mikelene Beron B. Camero, Mark Angerlo Equias, Mideth B. Abisado, Gabriel Avelino R. Sampedro. elinfocom 2023: 1-6 [doi]

Blockchain-based Federated Learning for Bearing Fault Detection in the Industrial Internet of ThingsMade Adi Paramartha Putra, Ahmad Zainudin, Revin Naufal Alief, Gabriel Avelino R. Sampedro, Dong Seong Kim, Jae-Min Lee. ictc 2023: 1069-1074 [doi]

Leveraging Fog Layer Data Prediction Using Deep Learning for Enhanced IoT Sensor LongevityMade Adi Paramartha Putra, Mideth B. Abisado, Gabriel Avelino R. Sampedro. apcc 2023: 256-260 [doi]

HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive ManufacturingMade Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro. access, 11:54795-54807, 2023. [doi]

Industrial Internet of Things-Based Fault Mitigation for Smart Additive Manufacturing Using Multi-Flow BiLSTMGabriel Avelino R. Sampedro, Made Adi Paramartha Putra, Jae-Min Lee, Dong-Seong Kim 0002. access, 11:99130-99142, 2023. [doi]

Strategic Unmanned Aerial Vehicle (UAV) Routing: An Energy-Efficient ApproachGabriel Avelino R. Sampedro, Franklin Dañas, Mideth B. Abisado, Dong-Seong Kim 0002, Jae-Min Lee. infocom 2023: 1-5 [doi]

MetaPrinter: A Digital Twin-Enabled Platform for 3D Printer DiagnosticsGabriel Avelino R. Sampedro, Ramon Miguel Africa, Mideth B. Abisado, Dong-Seong Kim 0002, Jae-Min Lee. metroi 2023: 48-53 [doi]

3D-AmplifAI: An Ensemble Machine Learning Approach to Digital Twin Fault Monitoring for Additive Manufacturing in Smart FactoriesGabriel Avelino R. Sampedro, Made Adi Paramartha Putra, Mideth B. Abisado. access, 11:64128-64140, 2023. [doi]

2022

Real-Time Indoor Localization and Altitude Monitoring using Self-Adaptive AlgorithmJeffrey P. Ng, Shekinah Lor B. Huyo-a, Mideth B. Abisado, Gabriel Avelino R. Sampedro. ictc 2022: 166-170 [doi]

3DFed: A Secure Federated Learning-based System for Fault Detection in 3D Printer IndustryMade Adi Paramartha Putra, Mark Verana, Gabriel Avelino R. Sampedro, Dong-Seong Kim 0002, Jae-Min Lee. ictc 2022: 1459-1462 [doi]

Development of an Internet of Things (IoT)-Based Automated Bag-Valve-MaskGabriel Avelino R. Sampedro, Ryanne Gail Kim, Jose Mari Cobar, Keith Daniel Abaja, Ronnie Baluis. icoin 2022: 96-100 [doi]

Exploring Machine Learning-Based Fault Monitoring for Polymer-Based Additive Manufacturing: Challenges and OpportunitiesGabriel Avelino R. Sampedro, Syifa Maliah Rachmawati, Dong-Seong Kim 0002, Jae-Min Lee. sensors, 22(23):9446, 2022. [doi]

SimuPrint: A Printing Path Simulation Tool for Additive ManufactureGabriel Avelino R. Sampedro, Syifa Maliah Rachmawati, Khurboev Shakhzodbek Dilshodbek Ugli, Dong-Seong Kim 0002, Jae-Min Lee. ictc 2022: 906-909 [doi]

Smart AmbuBag: A Cloud-Based Automated Respiratory VentilatorGabriel Avelino R. Sampedro, Jose Mari Cobar, Keith Daniel Abaja, Ronnie Baluis, Shekinah Lor Huyo-a, Mideth B. Abisado. ictc 2022: 217-220 [doi]

An Overview of Opportunities and Challenges of Edge Computing in Smart ManufacturingGabriel Avelino R. Sampedro, Raymer Manaig, Paulyne Salazar-Manaig, Mideth B. Abisado, Dong-Seong Kim 0002, Jae-Min Lee. ictc 2022: 2182-2186 [doi]

2020

Smart Device for Ice Fission Determination using Fourier's Law on ATMega328PGabriel Avelino R. Sampedro, Christian Kyle Floresta, Jocelyn F. Villaverde, Jae-Min Lee, Dong Seong Kim. ictc 2020: 1877-1879 [doi]

2019

Rapid Microscopic Analysis Using Natural Neighbor InterpolationGabriel Avelino R. Sampedro, Maricor N. Soriano, Analyn N. Yumang, Ericson D. Dimaunahan. icbet 2019: 166-169 [doi]

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