Gabriel Avelino R. Sampedro

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 59

Top Topics

Activity Recognition

Sentiment Analysis

Top Venues

PeerJ Comput. Sci.

Publications

Sher Ali, Muhammad Abul Hassan, Fabrizio Granelli, Wei Wang, Gabriel Avelino R. Sampedro, Abdullah Al Hejaili, Imen Bouazzi
Optimizing Multi-Tier Cellular Networks With Deep Learning for 6G Consumer Electronics Communications. IEEE Trans. Consumer Electron. 70 (1) (2024)
Sidra Abbas, Gabriel Avelino R. Sampedro, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Rastislav Kulhanek
Effective Hypertension Detection Using Predictive Feature Engineering and Deep Learning. IEEE Access 12 (2024)
Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. IEEE Trans. Consumer Electron. 70 (1) (2024)
Abdullah Ayub Khan, Asif Ali Laghari, Abdullah M. Baqasah, Roobaea Alroobaea, Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Natalia Kryvinska
Blockchain-enabled infrastructural security solution for serverless consortium fog and edge computing. PeerJ Comput. Sci. 10 (2024)
Made Adi Paramartha Putra, Nengah Widya Utami, I Gede Juliana Eka Putra, Nyoman Bogi Aditya Karna, Ahmad Zainudin, Gabriel Avelino R. Sampedro
Collaborative Decentralized Learning for Detecting Deepfake Videos in Entertainment. GEM (2024)
Made Adi Paramartha Putra, Revin Naufal Alief, Syifa Maliah Rachmawati, Gabriel Avelino R. Sampedro, Dong-Seong Kim, Jae-Min Lee
Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT. Internet Things 25 (2024)
Sidra Abbas, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Mideth B. Abisado, Mehrez Marzougui, Tai-Hoon Kim, Areej Alasiry
PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation. PeerJ Comput. Sci. 10 (2024)
Gabriel Avelino R. Sampedro
Magtanim Ay 'Di Biro: Regional Prediction of Crop Yield Success Rate in the Philippines using Geographic Trend Analysis Algorithm. ICEIC (2024)
Kashif Alam, Kashif Kifayat, Gabriel Avelino R. Sampedro, Vincent Karovic, Tariq Naeem
SXAD: Shapely eXplainable AI-Based Anomaly Detection Using Log Data. IEEE Access 12 (2024)
Gabriel Avelino R. Sampedro
How You Like That?: Development of a Korean Drama Recommendation System Through Sentiment Analysis. ICEIC (2024)
Sidra Abbas, Shtwai Alsubai, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Imen Bouazzi
An efficient deep recurrent neural network for detection of cyberattacks in realistic IoT environment. J. Supercomput. 80 (10) (2024)
Sidra Abbas, Imen Bouazzi, Stephen Ojo, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Zuzana Stolicna
Improving Smart Grids Security: An Active Learning Approach for Smart Grid-Based Energy Theft Detection. IEEE Access 12 (2024)
Ahmad S. Almadhor, Sidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Abdullah Al Hejaili, Lubomira Strazovska
Multi-Class Adaptive Active Learning for Predicting Student Anxiety. IEEE Access 12 (2024)
Gabriel Avelino R. Sampedro
Predicting Pre-Order Sales Using Time Series Algorithm, Forecasting, and ARIMA Model in Python for Small Businesses. ICEIC (2024)
Sidra Abbas, Imen Bouazzi, Stephen Ojo, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Michal Gregus
Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks. PeerJ Comput. Sci. 10 (2024)
Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim
Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learning. PeerJ Comput. Sci. 10 (2024)
Arfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong
Privacy Preserved and Decentralized Smartphone Recommendation System. IEEE Trans. Consumer Electron. 70 (1) (2024)
Monji Mohamed Zaidi, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Shtwai Alsubai, Abdullah Al Hejaili, Michal Gregus, Sidra Abbas
Suspicious Human Activity Recognition From Surveillance Videos Using Deep Learning. IEEE Access 12 (2024)
Made Adi Paramartha Putra, Gabriel Avelino R. Sampedro, Ahmad Zainudin, Dong-Seong Kim, Jae-Min Lee
Toward Fast and Accurate Sensor Data Prediction Using iDC-MLP Algorithm for Industrial IoT. ICC Workshops (2024)
Kalaipriyan Thirugnanasambandam, Jayalakshmi Murugan, Rajakumar Ramalingam, Mamoon Rashid, R. S. Raghav, Tai-Hoon Kim, Gabriel Avelino R. Sampedro, Mideth B. Abisado
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance. PeerJ Comput. Sci. 10 (2024)
Sidra Abbas, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Stephen Ojo, Ahmad S. Almadhor, Abdullah Al Hejaili, Lubomira Strazovska
Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition. IEEE Access 12 (2024)
Gabriel Avelino R. Sampedro
What's Next?: Exploring Machine Learning-Based Approaches to Content Suggestions Using IMDb Movie Reviews. ICEIC (2024)
Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. IEEE Trans. Consumer Electron. 70 (1) (2024)
Sidra Abbas, Shtwai Alsubai, Muhammad Ibrar-ul-Haque, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko
Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch Sensors. IEEE Access 12 (2024)
Sidra Abbas, Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Abdullah Alqahtani, Lubomira Strazovska, Monji Mohamed Zaidi
Efficient geospatial mapping of buildings, woodlands, water and roads from aerial imagery using deep learning. PeerJ Comput. Sci. 10 (2024)
Made Adi Paramartha Putra, Nyoman Bogi Aditya Karna, Revin Naufal Alief, Ahmad Zainudin, Dong-Seong Kim, Jae-Min Lee, Gabriel Avelino R. Sampedro
PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network. IEEE Access 12 (2024)
Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas
Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal Activity. Sensors 23 (15) (2023)
John Jherson Bofill, Mideth B. Abisado, Jocelyn Flores Villaverde, Gabriel Avelino R. Sampedro
Exploring Digital Twin-Based Fault Monitoring: Challenges and Opportunities. Sensors 23 (16) (2023)
Raegan Faith F. Paguirigan, Mikelene Beron B. Camero, Mark Angerlo Equias, Mideth B. Abisado, Gabriel Avelino R. Sampedro
Machine Learning Approaches to Facial Recognition: A Survey. ICEIC (2023)
Ryanne Gail Kim, Mideth B. Abisado, Jocelyn Flores Villaverde, Gabriel Avelino R. Sampedro
A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future Directions. Sensors 23 (15) (2023)
Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro
HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing. IEEE Access 11 (2023)
Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas, Ye Jin Kim, Muhammad Attique Khan, Jamel Baili, Jaehyuk Cha
Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning. Sensors 23 (8) (2023)
Gabriel Avelino R. Sampedro, Made Adi Paramartha Putra, Jae-Min Lee, Dong-Seong Kim
Industrial Internet of Things-Based Fault Mitigation for Smart Additive Manufacturing Using Multi-Flow BiLSTM. IEEE Access 11 (2023)
Ramil Cobilla, Jhon Carlo Dichoso, Alexandre Benedict Miñon, April Kate Pascual, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro
Classification of the Type of Brain Tumor in MRI Using Xception Model. ICEIC (2023)
Made Adi Paramartha Putra, Mideth B. Abisado, Gabriel Avelino R. Sampedro
Leveraging Fog Layer Data Prediction Using Deep Learning for Enhanced IoT Sensor Longevity. APCC (2023)
Nyoman Bogi Aditya Karna, Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro
Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter Optimization. IEEE Access 11 (2023)
Gabriel Avelino R. Sampedro, Franklin Dañas, Mideth B. Abisado, Dong-Seong Kim, Jae-Min Lee
Strategic Unmanned Aerial Vehicle (UAV) Routing: An Energy-Efficient Approach. INFOCOM Workshops (2023)
Genevive 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
Please Be Nice: A Deep Learning Based Approach to Content Moderation of Internet Memes. ICEIC (2023)
Gabriel Avelino R. Sampedro, Made Adi Paramartha Putra, Mideth B. Abisado
3D-AmplifAI: An Ensemble Machine Learning Approach to Digital Twin Fault Monitoring for Additive Manufacturing in Smart Factories. IEEE Access 11 (2023)
Stephen Ojo, Sidra Abbas, Mehrez Marzougui, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Abdullah Al Hejaili, Iryna Ivanochko
Graph Neural Network for Smartphone Recommendation System: A Sentiment Analysis Approach for Smartphone Rating. IEEE Access 11 (2023)
Jayrald Empino, Jean Allyson Junsay, Mary Grace Verzon, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro
Smart Commuting: Exploring Machine Learning Approaches to Understanding the Metro Rail Transit System. ICEIC (2023)
Jeffrey Ng, Mideth B. Abisado, John Jherson Bofill, Gabriel Avelino R. Sampedro
Development of an Automated Floating Water Filter Device Using Hollow Fibers. ICEIC (2023)
Made Adi Paramartha Putra, Ahmad Zainudin, Revin Naufal Alief, Gabriel Avelino R. Sampedro, Dong-Seong Kim, Jae-Min Lee
Blockchain-based Federated Learning for Bearing Fault Detection in the Industrial Internet of Things. ICTC (2023)
Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Zaidi
Active Learning for News Article's Authorship Identification. IEEE Access 11 (2023)
Gabriel Avelino R. Sampedro, Ramon Miguel Africa, Mideth B. Abisado, Dong-Seong Kim, Jae-Min Lee
MetaPrinter: A Digital Twin-Enabled Platform for 3D Printer Diagnostics. MetroInd4.0&IoT (2023)
Alliah May Eugenio, Marian Jowie Patulot, Lykha Jane Seguiro, Angelica Nicole Tuazon, Shekinah Lor B. Huyo-a, Mideth B. Abisado, Gabriel Avelino R. Sampedro
EyeRis: Visual Image Recognition using Machine Learning for the Visually-Impaired. ICEIC (2023)
Jayrald Empino, Jean Allyson Junsay, Mary Grace Verzon, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro
Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership. CoRR (2023)
Mark Allen Cabutaje, Kenneth Ang Brondial, Alyssa Franchesca Obillo, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro
Ano Raw: A Deep Learning Based Approach to Transliterating the Filipino Sign Language. ICEIC (2023)
Sidra Abbas, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Zaidi
A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators. IEEE Access 11 (2023)
Sidra Abbas, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tariq Shahzad, Khmaies Ouahada
A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT Infrastructures. IEEE Access 11 (2023)
Gabriel Avelino R. Sampedro, Jose Mari Cobar, Keith Daniel Abaja, Ronnie Baluis, Shekinah Lor Huyo-a, Mideth B. Abisado
Smart AmbuBag: A Cloud-Based Automated Respiratory Ventilator. ICTC (2022)
Jeffrey P. Ng, Shekinah Lor B. Huyo-a, Mideth B. Abisado, Gabriel Avelino R. Sampedro
Real-Time Indoor Localization and Altitude Monitoring using Self-Adaptive Algorithm. ICTC (2022)
Gabriel Avelino R. Sampedro, Raymer Manaig, Paulyne Salazar-Manaig, Mideth B. Abisado, Dong-Seong Kim, Jae-Min Lee
An Overview of Opportunities and Challenges of Edge Computing in Smart Manufacturing. ICTC (2022)
Made Adi Paramartha Putra, Mark Verana, Gabriel Avelino R. Sampedro, Dong-Seong Kim, Jae-Min Lee
3DFed: A Secure Federated Learning-based System for Fault Detection in 3D Printer Industry. ICTC (2022)
Gabriel Avelino R. Sampedro, Ryanne Gail Kim, Jose Mari Cobar, Keith Daniel Abaja, Ronnie Baluis
Development of an Internet of Things (IoT)-Based Automated Bag-Valve-Mask. ICOIN (2022)
Gabriel Avelino R. Sampedro, Syifa Maliah Rachmawati, Khurboev Shakhzodbek Dilshodbek Ugli, Dong-Seong Kim, Jae-Min Lee
SimuPrint: A Printing Path Simulation Tool for Additive Manufacture. ICTC (2022)
Gabriel Avelino R. Sampedro, Syifa Maliah Rachmawati, Dong-Seong Kim, Jae-Min Lee
Exploring Machine Learning-Based Fault Monitoring for Polymer-Based Additive Manufacturing: Challenges and Opportunities. Sensors 22 (23) (2022)
Gabriel Avelino R. Sampedro, Christian Kyle Floresta, Jocelyn Flores Villaverde, Jae-Min Lee, Dong-Seong Kim
Smart Device for Ice Fission Determination using Fourier's Law on ATMega328P. ICTC (2020)
Gabriel Avelino R. Sampedro, Maricor N. Soriano, Analyn N. Yumang, Ericson D. Dimaunahan
Rapid Microscopic Analysis Using Natural Neighbor Interpolation. ICBET (2019)