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ORCIDGabriel Avelino R. Sampedro
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2020 – today
- 2024
[j43]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: 1706-1717 (2024)- [j42]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: 22595-22607 (2024) - [j41]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: 44949-44959 (2024) - [j40]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: 58097-58105 (2024) - [j39]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: 82413-82426 (2024) - [j38]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: 89055-89068 (2024) - [j37]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: 95659-95672 (2024) - [j36]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: 105497-105510 (2024) - [j35]Iram Fatima Hashmi, Zafar Iqbal, Eman Munir, Natalia Kryvinska, Iryna Ivanochko, Gabriel Avelino R. Sampedro:
SAAC: Secure Access Control Management Framework for Multi-User Smart Home Systems. IEEE Access 12: 133339-133355 (2024) - [j34]Sidra Abbas, Stephen Ojo, Imen Bouazzi, Gabriel Avelino R. Sampedro, Abdullah Al Hejaili, Ahmad S. Almadhor, Rastislav Kulhanek:
Securing Data From Side-Channel Attacks: A Graph Neural Network-Based Approach for Smartphone-Based Side Channel Attack Detection. IEEE Access 12: 138904-138920 (2024) - [j33]Sidra Abbas, Imen Bouazzi, Gabriel Avelino R. Sampedro, Shtwai Alsubai, Ahmad S. Almadhor, Abdullah Al Hejaili, Natalia Kryvinska:
Active-Darknet: An Iterative Learning Approach for Darknet Traffic Detection and Categorization. IEEE Access 12: 151987-151997 (2024) - [j32]Gabriel Avelino R. Sampedro, Stephen Ojo, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Vincent Karovic:
Defending AI Models Against Adversarial Attacks in Smart Grids Using Deep Learning. IEEE Access 12: 157408-157417 (2024) - [j31]Tae Hoon Kim, Moez Krichen, Stephen Ojo, Gabriel Avelino R. Sampedro, Meznah A. Alamro:
SS-DRPL: self-supervised deep representation pattern learning for voice-based Parkinson's disease detection. Frontiers Comput. Neurosci. 18 (2024) - [j30]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: 101107 (2024) - [j29]Shoulin Yin, Hang Li, Asif Ali Laghari, Thippa Reddy Gadekallu, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor:
An Anomaly Detection Model Based on Deep Auto-Encoder and Capsule Graph Convolution via Sparrow Search Algorithm in 6G Internet of Everything. IEEE Internet Things J. 11(18): 29402-29411 (2024) - [j28]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: e1793 (2024) - [j27]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: e1816 (2024) - [j26]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: e1899 (2024) - [j25]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: e1933 (2024) - [j24]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: e2039 (2024) - [j23]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: e2050 (2024) - [j22]Muhammad Rehan Naeem, Rashid Amin, Muhammad Farhan, Faiz Abdullah Alotaibi, Mrim M. Alnfiai, Gabriel Avelino R. Sampedro, Vincent Karovic:
Harnessing AI and analytics to enhance cybersecurity and privacy for collective intelligence systems. PeerJ Comput. Sci. 10: e2264 (2024) - [j21]Tae Hoon Kim, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Gabriel Avelino R. Sampedro, Sidra Abbas:
Exploiting smartphone defence: a novel adversarial malware dataset and approach for adversarial malware detection. Peer Peer Netw. Appl. 17(5): 3369-3384 (2024) - [j20]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): 627-634 (2024) - [j19]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): 2170-2177 (2024) - [j18]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): 4470-4477 (2024) - [j17]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): 4617-4624 (2024) - [j16]Yuxia Bie, Zhongyuan Zhang, Gautam Srivastava, Zhi Hu, Asif Ali Laghari, Gabriel Avelino R. Sampedro, Sidra Abbas:
Adaptive Framing and Virtual Channel Scheduling Algorithm Based on Advanced Orbiting System for Consumer Sustainability in Industry 5.0. IEEE Trans. Consumer Electron. 70(2): 4882-4893 (2024) - [j15]Abdullah Ayub Khan, Asif Ali Laghari, Abdullah M. Baqasah, Roobaea Alroobaea, Thippa Reddy Gadekallu, Gabriel Avelino R. Sampedro, Yaodong Zhu:
ORAN-B5G: A Next-Generation Open Radio Access Network Architecture With Machine Learning for Beyond 5G in Industrial 5.0. IEEE Trans. Green Commun. Netw. 8(3): 1026-1036 (2024) - [j14]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): 13557-13575 (2024) - [c25]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: 1-4 - [c24]Gabriel Avelino R. Sampedro:
Predicting Pre-Order Sales Using Time Series Algorithm, Forecasting, and ARIMA Model in Python for Small Businesses. ICEIC 2024: 1-4 - [c23]Gabriel Avelino R. Sampedro:
How You Like That?: Development of a Korean Drama Recommendation System Through Sentiment Analysis. ICEIC 2024: 1-4 - [c22]Gabriel Avelino R. Sampedro:
What's Next?: Exploring Machine Learning-Based Approaches to Content Suggestions Using IMDb Movie Reviews. ICEIC 2024: 1-4 - [c21]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: 1-4 - [c20]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: 679-684 - 2023
- [j13]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: 54795-54807 (2023) - [j12]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: 64128-64140 (2023) - [j11]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: 74251-74262 (2023) - [j10]Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Mohamed Zaidi:
Active Learning for News Article's Authorship Identification. IEEE Access 11: 98415-98426 (2023) - [j9]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: 99130-99142 (2023) - [j8]Sidra Abbas, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Mohamed Zaidi:
A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators. IEEE Access 11: 101525-101536 (2023) - [j7]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: 112189-112198 (2023) - [j6]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: 140451-140463 (2023) - [j5]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): 3984 (2023) - [j4]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): 6664 (2023) - [j3]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): 6821 (2023) - [j2]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): 7087 (2023) - [c19]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: 256-260 - [c18]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: 1-6 - [c17]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: 1-4 - [c16]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: 1-4 - [c15]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: 1-5 - [c14]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: 1-5 - [c13]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: 1-4 - [c12]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: 1-6 - [c11]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: 1069-1074 - [c10]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: 1-5 - [c9]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: 48-53 - [d1]Made Adi Paramartha Putra, Love Allen Chijioke Ahakonye, Mark Verana, Syifa Maliah Rachmawati, Gabriel Avelino R. Sampedro, Dong-Seong Kim, Jae-Min Lee:
3DVis: A Layer-wise Fused Deposition Modeling 3D Printer Fault Detection Dataset. IEEE DataPort, 2023
- [i1]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 abs/2304.07303 (2023) - 2022
- [j1]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): 9446 (2022) - [c8]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: 96-100 - [c7]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: 166-170 - [c6]Gabriel Avelino R. Sampedro, Jose Mari Cobar, Keith Daniel Abaja, Ronnie Baluis, Shekinah Lor B. Huyo-a, Mideth B. Abisado:
Smart AmbuBag: A Cloud-Based Automated Respiratory Ventilator. ICTC 2022: 217-220 - [c5]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: 906-909 - [c4]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: 1459-1462 - [c3]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: 2182-2186 - 2020
- [c2]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: 1877-1879
2010 – 2019
- 2019
- [c1]Gabriel Avelino R. Sampedro, Maricor N. Soriano, Analyn N. Yumang, Ericson D. Dimaunahan:
Rapid Microscopic Analysis Using Natural Neighbor Interpolation. ICBET 2019: 166-169
Coauthor Index
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last updated on 2024-12-02 21:31 CET by the dblp team
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