Melchizedek Alipio
Orcid: 0000-0003-0483-0610Affiliations:
- Czech Technical University in Prague, Czech Republic
- De La Salle University, Manila, Philippines
- University of the Philippines, Quezon City, Philippines (PhD 2018)
According to our database1,
Melchizedek Alipio
authored at least 31 papers
between 2017 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling.
Future Gener. Comput. Syst., 2025
A cache-aware congestion control mechanism using deep reinforcement learning for wireless sensor networks.
Ad Hoc Networks, 2025
2024
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives.
Internet Things, April, 2024
A review of LoRaWAN performance optimization through cross-layer-based approach for Internet of Things.
Internet Things, 2024
2023
Intelligent Network Maintenance Modeling for Fixed Broadband Networks in Sustainable Smart Homes.
IEEE Internet Things J., October, 2023
Deep Reinforcement Learning Perspectives on Improving Reliable Transmissions in IoT Networks: Problem Formulation, Parameter Choices, Challenges, and Future Directions.
Internet Things, October, 2023
Case studies - More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology.
Dataset, May, 2023
In-store customer traffic and path monitoring in small-scale supermarket using UWB-based localization and SSD-based detection.
J. Ambient Intell. Humaniz. Comput., 2023
Development, evaluation, and analysis of biometric-based bank vault user authentication system through brainwaves.
J. Ambient Intell. Humaniz. Comput., 2023
More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology.
IEEE Internet Things J., 2023
Goat Feeding Behavior Modeling and Monitoring Utilizing Livestock Wearable Device and Machine Learning Algorithm.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023
Assessing the Implications of Data Heterogeneity on Privacy-Enhanced Federated Learning: A Comprehensive Examination Using CIFAR-10.
Proceedings of the IEEE Region 10 Conference, 2023
A Classification of Cross-Layer Optimization Approaches in LoRaWAN for Internet of Things.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023
Evaluation of CNN-Based Models for Classifying Poultry Eggs Images in Variable Angle, Background, and Lighting Conditions.
Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023
2022
A Review of Electrical Resistivity Tomography Applications in Underground Imaging and Object Detection.
Displays, 2022
Vitaband: IoT-Driven Health Monitoring System for Home Quarantine COVID-19 Patient Using LoRaWAN.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
Deep Learning Models for Water Potability Classification in Rural Areas in the Philippines.
Proceedings of the 2022 IEEE World AI IoT Congress (AIIoT), 2022
2021
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021
2020
Data-driven IoT-based Water Quality Monitoring and Potability Classification System in Rural Areas.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020
2019
J. Netw. Comput. Appl., 2019
Value-based utility implementation in software-defined testbed for sensor data traffic management.
Future Gener. Comput. Syst., 2019
SDN-Enabled Value-Based Traffic Management Mechanism in Resource-Constrained Sensor Devices.
Proceedings of the 33rd International Conference on Information Networking, 2019
2018
RT-CaCC: A Reliable Transport With Cache-Aware Congestion Control Protocol in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2018
2017
Cache-based transport protocols in wireless sensor networks: A survey and future directions.
J. Netw. Comput. Appl., 2017
Dynamic Source Rate Control for Cache-Based Transport Protocol in Wireless Sensor Networks.
Comput. Commun., 2017
Improving reliable data transport in wireless sensor networks through dynamic cache-aware rate control mechanism.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017
Proceedings of the Mobile Networks and Management - 9th International Conference, 2017
Analysis of cache-based transport protocol at congestion in Wireless Sensor Networks.
Proceedings of the 2017 International Conference on Information Networking, 2017
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017
Vehicle traffic and flood monitoring with reroute system using Bayesian networks analysis.
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017