Rapid Microscopic Analysis Using Natural Neighbor Interpolation. - Gabriel Avelino R. Sampedro; Maricor N. Soriano; Analyn N. Yumang; Ericson D. Dimaunahan (ICBET, 2019)

Smart Device for Ice Fission Determination using Fourier's Law on ATMega328P. - Gabriel Avelino R. Sampedro; Christian Kyle Floresta; Jocelyn Flores Villaverde; Jae-Min Lee; Dong-Seong Kim 002 (ICTC, 2020)

Development of an Internet of Things (IoT)-Based Automated Bag-Valve-Mask. - Gabriel Avelino R. Sampedro; Ryanne Gail Kim; Jose Mari Cobar; Keith Daniel Abaja; Ronnie Baluis (ICOIN, 2022)

Real-Time Indoor Localization and Altitude Monitoring using Self-Adaptive Algorithm. - Jeffrey P. Ng; Shekinah Lor B. Huyo-a; Mideth B. Abisado; Gabriel Avelino R. Sampedro (ICTC, 2022)

3DFed: A Secure Federated Learning-based System for Fault Detection in 3D Printer Industry. - Made Adi Paramartha Putra; Mark Verana; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

Smart AmbuBag: A Cloud-Based Automated Respiratory Ventilator. - Gabriel Avelino R. Sampedro; Jose Mari Cobar; Keith Daniel Abaja; Ronnie Baluis; Shekinah Lor B. Huyo-a; Mideth B. Abisado (ICTC, 2022)

An Overview of Opportunities and Challenges of Edge Computing in Smart Manufacturing. - Gabriel Avelino R. Sampedro; Raymer Manaig; Paulyne Salazar-Manaig; Mideth B. Abisado; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

SimuPrint: A Printing Path Simulation Tool for Additive Manufacture. - Gabriel Avelino R. Sampedro; Syifa Maliah Rachmawati; Khurboev Shakhzodbek Dilshodbek Ugli; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

Exploring Machine Learning-Based Fault Monitoring for Polymer-Based Additive Manufacturing: Challenges and Opportunities. - Gabriel Avelino R. Sampedro; Syifa Maliah Rachmawati; Dong-Seong Kim 002; Jae-Min Lee (Sensors, 2022)

Leveraging Fog Layer Data Prediction Using Deep Learning for Enhanced IoT Sensor Longevity. - Made Adi Paramartha Putra; Mideth B. Abisado; Gabriel Avelino R. Sampedro (APCC, 2023)

Ano Raw: A Deep Learning Based Approach to Transliterating the Filipino Sign Language. - Mark Allen Cabutaje; Kenneth Ang Brondial; Alyssa Franchesca Obillo; Mideth B. Abisado; Shekinah Lor B. Huyo-a; Gabriel Avelino R. Sampedro (ICEIC, 2023)

Classification of the Type of Brain Tumor in MRI Using Xception Model. - Ramil Cobilla; Jhon Carlo Dichoso; Alexandre Benedict Miñon; April Kate Pascual; Mideth B. Abisado; Shekinah Lor B. Huyo-a; Gabriel Avelino R. Sampedro (ICEIC, 2023)

Smart Commuting: Exploring Machine Learning Approaches to Understanding the Metro Rail Transit System. - Jayrald Empino; Jean Allyson Junsay; Mary Grace Verzon; Mideth B. Abisado; Shekinah Lor B. Huyo-a; Gabriel Avelino R. Sampedro (ICEIC, 2023)

EyeRis: Visual Image Recognition using Machine Learning for the Visually-Impaired. - Alliah May Eugenio; Marian Jowie Patulot; Lykha Jane Seguiro; Angelica Nicole Tuazon; Shekinah Lor B. Huyo-a; Mideth B. Abisado; Gabriel Avelino R. Sampedro (ICEIC, 2023)

Please Be Nice: A Deep Learning Based Approach to Content Moderation of Internet Memes. - 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 (ICEIC, 2023)

Development of an Automated Floating Water Filter Device Using Hollow Fibers. - Jeffrey Ng; Mideth B. Abisado; John Jherson Bofill; Gabriel Avelino R. Sampedro (ICEIC, 2023)

Machine Learning Approaches to Facial Recognition: A Survey. - Raegan Faith F. Paguirigan; Mikelene Beron B. Camero; Mark Angerlo Equias; Mideth B. Abisado; Gabriel Avelino R. Sampedro (ICEIC, 2023)

Blockchain-based Federated Learning for Bearing Fault Detection in the Industrial Internet of Things. - Made Adi Paramartha Putra; Ahmad Zainudin; Revin Naufal Alief; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2023)

Strategic Unmanned Aerial Vehicle (UAV) Routing: An Energy-Efficient Approach. - Gabriel Avelino R. Sampedro; Franklin Dañas; Mideth B. Abisado; Dong-Seong Kim 002; Jae-Min Lee (INFOCOM Workshops, 2023)

MetaPrinter: A Digital Twin-Enabled Platform for 3D Printer Diagnostics. - Gabriel Avelino R. Sampedro; Ramon Miguel Africa; Mideth B. Abisado; Dong-Seong Kim 002; Jae-Min Lee (MetroInd4.0&IoT, 2023)

Active Learning for News Article's Authorship Identification. - Sidra Abbas; Shtwai Alsubai; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Ahmad S. Almadhor; Natalia Kryvinska; Monji Mohamed Zaidi (IEEE Access, 2023)

A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT Infrastructures. - Sidra Abbas; Abdullah Al Hejaili; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Ahmad S. Almadhor; Tariq Shahzad; Khmaies Ouahada (IEEE Access, 2023)

A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators. - Sidra Abbas; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Ahmad S. Almadhor; Tai-Hoon Kim; Monji Mohamed Zaidi (IEEE Access, 2023)

Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter Optimization. - Nyoman Bogi Aditya Karna; Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Mideth B. Abisado; Gabriel Avelino R. Sampedro (IEEE Access, 2023)

Graph Neural Network for Smartphone Recommendation System: A Sentiment Analysis Approach for Smartphone Rating. - Stephen Ojo; Sidra Abbas; Mehrez Marzougui; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Abdullah Al Hejaili; Iryna Ivanochko (IEEE Access, 2023)

HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing. - Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Mideth B. Abisado; Gabriel Avelino R. Sampedro (IEEE Access, 2023)

3D-AmplifAI: An Ensemble Machine Learning Approach to Digital Twin Fault Monitoring for Additive Manufacturing in Smart Factories. - Gabriel Avelino R. Sampedro; Made Adi Paramartha Putra; Mideth B. Abisado (IEEE Access, 2023)

Industrial Internet of Things-Based Fault Mitigation for Smart Additive Manufacturing Using Multi-Flow BiLSTM. - Gabriel Avelino R. Sampedro; Made Adi Paramartha Putra; Jae-Min Lee; Dong-Seong Kim 002 (IEEE Access, 2023)

Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership. - Jayrald Empino; Jean Allyson Junsay; Mary Grace Verzon; Mideth B. Abisado; Shekinah Lor B. Huyo-a; Gabriel Avelino R. Sampedro (CoRR, 2023)

Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning. - Ahmad S. Almadhor; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Sidra Abbas; Ye Jin Kim; Muhammad Attique Khan; Jamel Baili; Jaehyuk Cha (Sensors, 2023)

3DVis: A Layer-wise Fused Deposition Modeling 3D Printer Fault Detection Dataset. - Made Adi Paramartha Putra; Love Allen Chijioke Ahakonye; Mark Verana; Syifa Maliah Rachmawati; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (IEEE DataPort, 2023)

Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal Activity. - Ahmad S. Almadhor; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Sidra Abbas (Sensors, 2023)

Exploring Digital Twin-Based Fault Monitoring: Challenges and Opportunities. - John Jherson Bofill; Mideth B. Abisado; Jocelyn Flores Villaverde; Gabriel Avelino R. Sampedro (Sensors, 2023)

A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future Directions. - Ryanne Gail Kim; Mideth B. Abisado; Jocelyn Flores Villaverde; Gabriel Avelino R. Sampedro (Sensors, 2023)

Collaborative Decentralized Learning for Detecting Bearing Faults in Industrial Internet of Things. - Made Adi Paramartha Putra; Ahmad Zainudin; Gabriel Avelino R. Sampedro; Nengah Widya Utami; Dong-Seong Kim 002; Jae-Min Lee (APCC, 2024)

Magtanim Ay 'Di Biro: Regional Prediction of Crop Yield Success Rate in the Philippines using Geographic Trend Analysis Algorithm. - Gabriel Avelino R. Sampedro (ICEIC, 2024)

Predicting Pre-Order Sales Using Time Series Algorithm, Forecasting, and ARIMA Model in Python for Small Businesses. - Gabriel Avelino R. Sampedro (ICEIC, 2024)

How You Like That?: Development of a Korean Drama Recommendation System Through Sentiment Analysis. - Gabriel Avelino R. Sampedro (ICEIC, 2024)

What's Next?: Exploring Machine Learning-Based Approaches to Content Suggestions Using IMDb Movie Reviews. - Gabriel Avelino R. Sampedro (ICEIC, 2024)

Collaborative Decentralized Learning for Detecting Deepfake Videos in Entertainment. - Made Adi Paramartha Putra; Nengah Widya Utami; I Gede Juliana Eka Putra; Nyoman Bogi Aditya Karna; Ahmad Zainudin; Gabriel Avelino R. Sampedro (GEM, 2024)

Toward Fast and Accurate Sensor Data Prediction Using iDC-MLP Algorithm for Industrial IoT. - Made Adi Paramartha Putra; Gabriel Avelino R. Sampedro; Ahmad Zainudin; Dong-Seong Kim 002; Jae-Min Lee (ICC Workshops, 2024)

SECC: A Secure and Efficient Communication Channel for Federated Learning System. - Made Adi Paramartha Putra; Nyoman Bogi Aditya Karna; Sofia Naning Hertiana; Ahmad Zainudin; Revin Naufal Alief; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2024)

Active Machine Learning for Heterogeneity Activity Recognition Through Smartwatch Sensors. - Sidra Abbas; Shtwai Alsubai; Muhammad Ibrar-ul-Haque; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Abdullah Al Hejaili; Iryna Ivanochko (IEEE Access, 2024)

Improving Smart Grids Security: An Active Learning Approach for Smart Grid-Based Energy Theft Detection. - Sidra Abbas; Imen Bouazzi; Stephen Ojo; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Abdullah Al Hejaili; Zuzana Stolicna (IEEE Access, 2024)

Active-Darknet: An Iterative Learning Approach for Darknet Traffic Detection and Categorization. - Sidra Abbas; Imen Bouazzi; Gabriel Avelino R. Sampedro; Shtwai Alsubai; Ahmad S. Almadhor; Abdullah Al Hejaili; Natalia Kryvinska (IEEE Access, 2024)

Securing Data From Side-Channel Attacks: A Graph Neural Network-Based Approach for Smartphone-Based Side Channel Attack Detection. - Sidra Abbas; Stephen Ojo; Imen Bouazzi; Gabriel Avelino R. Sampedro; Abdullah Al Hejaili; Ahmad S. Almadhor; Rastislav Kulhanek (IEEE Access, 2024)

Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition. - Sidra Abbas; Gabriel Avelino R. Sampedro; Shtwai Alsubai; Stephen Ojo; Ahmad S. Almadhor; Abdullah Al Hejaili; Lubomira Strazovska (IEEE Access, 2024)

Effective Hypertension Detection Using Predictive Feature Engineering and Deep Learning. - Sidra Abbas; Gabriel Avelino R. Sampedro; Moez Krichen; Meznah A. Alamro; Alaeddine Mihoub; Rastislav Kulhanek (IEEE Access, 2024)

SXAD: Shapely eXplainable AI-Based Anomaly Detection Using Log Data. - Kashif Alam; Kashif Kifayat; Gabriel Avelino R. Sampedro; Vincent Karovic 002; Tariq Naeem (IEEE Access, 2024)

Multi-Class Adaptive Active Learning for Predicting Student Anxiety. - Ahmad S. Almadhor; Sidra Abbas; Gabriel Avelino R. Sampedro; Shtwai Alsubai; Stephen Ojo; Abdullah Al Hejaili; Lubomira Strazovska (IEEE Access, 2024)

SAAC: Secure Access Control Management Framework for Multi-User Smart Home Systems. - Iram Fatima Hashmi; Zafar Iqbal; Eman Munir; Natalia Kryvinska; Iryna Ivanochko; Gabriel Avelino R. Sampedro (IEEE Access, 2024)

PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network. - Made Adi Paramartha Putra; Nyoman Bogi Aditya Karna; Revin Naufal Alief; Ahmad Zainudin; Dong-Seong Kim 002; Jae-Min Lee; Gabriel Avelino R. Sampedro (IEEE Access, 2024)

Defending AI Models Against Adversarial Attacks in Smart Grids Using Deep Learning. - Gabriel Avelino R. Sampedro; Stephen Ojo; Moez Krichen; Meznah A. Alamro; Alaeddine Mihoub; Vincent Karovic 002 (IEEE Access, 2024)

Suspicious Human Activity Recognition From Surveillance Videos Using Deep Learning. - Monji Mohamed Zaidi; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Shtwai Alsubai; Abdullah Al Hejaili; Michal Gregus; Sidra Abbas (IEEE Access, 2024)

SS-DRPL: self-supervised deep representation pattern learning for voice-based Parkinson's disease detection. - Tae Hoon Kim; Moez Krichen; Stephen Ojo; Gabriel Avelino R. Sampedro; Meznah A. Alamro (Frontiers Comput. Neurosci., 2024)

Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learning. - Sidra Abbas; Shtwai Alsubai; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Ahmad S. Almadhor; Tai-Hoon Kim (PeerJ Comput. Sci., 2024)

Efficient geospatial mapping of buildings, woodlands, water and roads from aerial imagery using deep learning. - Sidra Abbas; Ahmad S. Almadhor; Gabriel Avelino R. Sampedro; Shtwai Alsubai; Abdullah Alqahtani 001; Lubomira Strazovska; Monji Mohamed Zaidi (PeerJ Comput. Sci., 2024)

Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks. - Sidra Abbas; Imen Bouazzi; Stephen Ojo; Abdullah Al Hejaili; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Michal Gregus (PeerJ Comput. Sci., 2024)

PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation. - Sidra Abbas; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Mideth B. Abisado; Mehrez Marzougui; Tai-Hoon Kim; Areej Alasiry (PeerJ Comput. Sci., 2024)

Blockchain-enabled infrastructural security solution for serverless consortium fog and edge computing. - Abdullah Ayub Khan; Asif Ali Laghari; Abdullah M. Baqasah; Roobaea Alroobaea; Ahmad S. Almadhor; Gabriel Avelino R. Sampedro; Natalia Kryvinska (PeerJ Comput. Sci., 2024)

Harnessing AI and analytics to enhance cybersecurity and privacy for collective intelligence systems. - Muhammad Rehan Naeem; Rashid Amin; Muhammad Farhan; Faiz Abdullah Alotaibi; Mrim M. Alnfiai; Gabriel Avelino R. Sampedro; Vincent Karovic 001 (PeerJ Comput. Sci., 2024)

Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance. - Kalaipriyan Thirugnanasambandam; Jayalakshmi Murugan; Rajakumar Ramalingam; Mamoon Rashid 001; R. S. Raghav; Tai-Hoon Kim; Gabriel Avelino R. Sampedro; Mideth B. Abisado (PeerJ Comput. Sci., 2024)

Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. - Sidra Abbas; Wadii Boulila; Maha Driss; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Ahmad S. Almadhor (IEEE Trans. Consumer Electron., 2024)

Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. - Sidra Abbas; Wadii Boulila; Maha Driss; Nancy Victor; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Thippa Reddy Gadekallu (IEEE Trans. Consumer Electron., 2024)

Optimizing Multi-Tier Cellular Networks With Deep Learning for 6G Consumer Electronics Communications. - Sher Ali; Muhammad Abul Hassan; Fabrizio Granelli; Wei Wang 077; Gabriel Avelino R. Sampedro; Abdullah Al Hejaili; Imen Bouazzi (IEEE Trans. Consumer Electron., 2024)

Privacy Preserved and Decentralized Smartphone Recommendation System. - Arfat Ahmad Khan; Maha Driss; Wadii Boulila; Gabriel Avelino R. Sampedro; Sidra Abbas; Chitapong Wechtaisong (IEEE Trans. Consumer Electron., 2024)

Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT. - Made Adi Paramartha Putra; Revin Naufal Alief; Syifa Maliah Rachmawati; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (Internet Things, 2024)

Adaptive Framing and Virtual Channel Scheduling Algorithm Based on Advanced Orbiting System for Consumer Sustainability in Industry 5.0. - Yuxia Bie; Zhongyuan Zhang; Gautam Srivastava 001; Zhi Hu; Asif Ali Laghari; Gabriel Avelino R. Sampedro; Sidra Abbas (IEEE Trans. Consumer Electron., 2024)

An efficient deep recurrent neural network for detection of cyberattacks in realistic IoT environment. - Sidra Abbas; Shtwai Alsubai; Stephen Ojo; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Abdullah Al Hejaili; Imen Bouazzi (J. Supercomput., 2024)

An Anomaly Detection Model Based on Deep Auto-Encoder and Capsule Graph Convolution via Sparrow Search Algorithm in 6G Internet of Everything. - Shoulin Yin; Hang Li 006; Asif Ali Laghari; Thippa Reddy Gadekallu; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor (IEEE Internet Things J., 2024)

Exploiting smartphone defence: a novel adversarial malware dataset and approach for adversarial malware detection. - Tae Hoon Kim; Moez Krichen; Meznah A. Alamro; Alaeddine Mihoub; Gabriel Avelino R. Sampedro; Sidra Abbas (Peer Peer Netw. Appl., 2024)

ORAN-B5G: A Next-Generation Open Radio Access Network Architecture With Machine Learning for Beyond 5G in Industrial 5.0. - Abdullah Ayub Khan; Asif Ali Laghari; Abdullah M. Baqasah; Roobaea Alroobaea; Thippa Reddy Gadekallu; Gabriel Avelino R. Sampedro; Yaodong Zhu (IEEE Trans. Green Commun. Netw., 2024)

Leveraging Web Technologies for Enhanced Customer Satisfaction Data in Public Health: A Case Study of a Digital Solution. - Emanuel Gloria; Ken Diaz; Viel Aurea Celis; Gabriel Avelino R. Sampedro (ICEIC, 2025)

EloMetrics: Advanced Outcome Prediction for Chess Matches with Elo Ratings and Logistic Regression. - Ma. Julianna Re-an DG. Reyes; Eirnan Dicreto; Emmanuel Gabriel D. Santos; Daniella Franxene P. Limbag; Gabriel Avelino R. Sampedro (ICEIC, 2025)

Epileptic seizures diagnosis and prognosis from EEG signals using heterogeneous graph neural network. - Areej Alasiry; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Roben A. Juanatas; Shtwai Alsubai; Vincent Karovic (PeerJ Comput. Sci., 2025)

Small-UAV GPS Spoofing Attack Detection and Multilabel Classification. - Shtwai Alsubai; Gabriel Avelino R. Sampedro; Ahmad S. Almadhor; Vincent Karovic; Abdullah Alqahtani 001; Sidra Abbas (Secur. Priv., 2025)

Securing Realistic IoMT Environment Using Moth-Flame Optimization-Based Deep Learning Framework. - Roben A. Juanatas; Ahmad S. Almadhor; Shtwai Alsubai; Natalia Kryvinska; Moez Krichen; Gabriel Avelino R. Sampedro; Sidra Abbas (Secur. Priv., 2025)

Satellite-Based Object Detection With PSNR-Driven Image Enhancement and Structural Interpretability. - Ahmad S. Almadhor; Nejib Ghazouani; Javed Mallick; Abdullah Alqahtani 001; Natalia Kryvinska; Abdullah Al Hejaili; Gabriel Avelino R. Sampedro; Thippa Reddy Gadekallu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Automated explainable and interpretable framework for anomaly detection and human activity recognition in smart homes. - Tae Hoon Kim; Stephen Ojo; Moez Krichen; Meznah A. Alamro; Alaeddine Mihoub; Gabriel Avelino R. Sampedro (Neural Comput. Appl., 2025)

Correction: Automated explainable and interpretable framework for anomaly detection and human activity recognition in smart homes. - Tae Hoon Kim; Stephen Ojo; Moez Krichen; Meznah A. Alamro; Alaeddine Mihoub; Gabriel Avelino R. Sampedro (Neural Comput. Appl., 2025)