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ORCIDMelchizedek Alipio
Person information
- affiliation: Czech Technical University in Prague, Czech Republic
- affiliation: De La Salle University, Manila, Philippines
- affiliation (PhD 2018): University of the Philippines, Quezon City, Philippines
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2020 – today
- 2025
[j15]Melchizedek Alipio
, Miroslav Bures:
A cache-aware congestion control mechanism using deep reinforcement learning for wireless sensor networks. Ad Hoc Networks 166: 103678 (2025)- [j14]Melchizedek Alipio:
Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling. Future Gener. Comput. Syst. 163: 107540 (2025) - 2024
- [j13]Melchizedek Alipio, Miroslav Bures:
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives. Internet Things 25: 101053 (2024) - [j12]Melchizedek Alipio, Carl Christian Chaguile, Miroslav Bures:
A review of LoRaWAN performance optimization through cross-layer-based approach for Internet of Things. Internet Things 28: 101378 (2024) - 2023
- [j11]Melchizedek Alipio, Miroslav Bures:
Deep Reinforcement Learning Perspectives on Improving Reliable Transmissions in IoT Networks: Problem Formulation, Parameter Choices, Challenges, and Future Directions. Internet Things 23: 100846 (2023) - [j10]Melchizedek Alipio, Miroslav Bures:
Intelligent Network Maintenance Modeling for Fixed Broadband Networks in Sustainable Smart Homes. IEEE Internet Things J. 10(20): 18067-18081 (2023) - [j9]Radek Silhavy, Miroslav Bures, Melchizedek Alipio, Petr Silhavy:
More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology. IEEE Internet Things J. 10(21): 19312-19327 (2023) - [j8]Melchizedek I. Alipio, Kathlyn Mae T. Peñalosa, Julioh Roscoe C. Unida:
In-store customer traffic and path monitoring in small-scale supermarket using UWB-based localization and SSD-based detection. J. Ambient Intell. Humaniz. Comput. 14(5): 4955-4969 (2023) - [j7]Melchizedek I. Alipio:
Development, evaluation, and analysis of biometric-based bank vault user authentication system through brainwaves. J. Ambient Intell. Humaniz. Comput. 14(8): 10165-10179 (2023) - [c15]Isaac Cornelius Bensley Sy, Sean Chan, Matthew Fraser Sim, Lance Matthew Te, Melchizedek Alipio:
Evaluation of CNN-Based Models for Classifying Poultry Eggs Images in Variable Angle, Background, and Lighting Conditions. AIIoT 2023: 324-330 - [c14]Carl Christian Chaguile, Melchizedek Alipio, Miroslav Bures:
A Classification of Cross-Layer Optimization Approaches in LoRaWAN for Internet of Things. ICUFN 2023: 259-264 - [c13]Phoebe Joanne Go, Victor Calinao, Melchizedek Alipio:
Assessing the Implications of Data Heterogeneity on Privacy-Enhanced Federated Learning: A Comprehensive Examination Using CIFAR-10. TENCON 2023: 507-512 - [c12]Melchizedek Alipio, Gianne Marcus Obusan, Julianne Abbe Ong, Samuel Perez, Anton Luis Garces, Miroslav Bures:
Goat Feeding Behavior Modeling and Monitoring Utilizing Livestock Wearable Device and Machine Learning Algorithm. WF-IoT 2023: 1-6 - [d1]Radek Silhavy, Melchizedek Alipio, Miroslav Bures, Petr Silhavy:
Case studies - More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology. IEEE DataPort, 2023
- 2022
- [j6]Jullian Dominic Ducut, Melchizedek I. Alipio, Phoebe Joanne Go, Ronnie Concepcion II, Ryan Rhay Vicerra, Argel A. Bandala, Elmer P. Dadios:
A Review of Electrical Resistivity Tomography Applications in Underground Imaging and Object Detection. Displays 73: 102208 (2022) - [c11]Argeen Blanco, Lance Victor Del Rosario, Ken Ichiro Jose, Melchizedek Alipio:
Deep Learning Models for Water Potability Classification in Rural Areas in the Philippines. AIIoT 2022: 225-231 - [c10]Alberto Cruz, Maria Lorena Villena, Ivy Marisse Castro, John Paul Cervantes, Sofia Anne Ondra, Rahino Quijano, John Elbert Veneracion, Melchizedek I. Alipio:
Vitaband: IoT-Driven Health Monitoring System for Home Quarantine COVID-19 Patient Using LoRaWAN. IoTaIS 2022: 351-357 - 2021
- [c9]Melchizedek I. Alipio:
Electroencephalogram-Based User Authentication System for Bank Vault Security. IoTaIS 2021: 129-135 - [c8]Melchizedek I. Alipio:
Development of Smart Indoor Workplace System Using Decision Tree Algorithm. IoTaIS 2021: 196-202 - 2020
- [c7]Melchizedek I. Alipio:
Data-driven IoT-based Water Quality Monitoring and Potability Classification System in Rural Areas. ICTC 2020: 634-639
2010 – 2019
- 2019
- [j5]Melchizedek I. Alipio, Alex Gyran A. Co, Melinda Faye C. Hilario, Christian Miguel C. Pama:
Value-based utility implementation in software-defined testbed for sensor data traffic management. Future Gener. Comput. Syst. 101: 737-746 (2019) - [j4]Melchizedek I. Alipio, Nestor Michael C. Tiglao, Fawaz S. Bokhari, Salman Khalid:
TCP incast solutions in data center networks: A classification and survey. J. Netw. Comput. Appl. 146 (2019) - [c6]Melchizedek I. Alipio, Alex Gyran A. Co, Melinda Faye C. Hilario, Christian Miguel C. Pama:
SDN-Enabled Value-Based Traffic Management Mechanism in Resource-Constrained Sensor Devices. ICOIN 2019: 248-253 - 2018
- [j3]Melchizedek I. Alipio, Nestor Michael C. Tiglao:
RT-CaCC: A Reliable Transport With Cache-Aware Congestion Control Protocol in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 17(7): 4607-4619 (2018) - 2017
- [j2]Melchizedek I. Alipio, Nestor Michael C. Tiglao:
Dynamic Source Rate Control for Cache-Based Transport Protocol in Wireless Sensor Networks. Comput. Commun. 113: 14-24 (2017) - [j1]Melchizedek I. Alipio, Nestor Michael C. Tiglao, António Manuel Grilo, Fawaz S. Bokhari, Umair B. Chaudhry, Shavez M. Qureshi:
Cache-based transport protocols in wireless sensor networks: A survey and future directions. J. Netw. Comput. Appl. 88: 29-49 (2017) - [c5]Melchizedek I. Alipio, Jess Ross R. Bayanay, Alex O. Casantusan, Abigail A. Dequeros:
Vehicle traffic and flood monitoring with reroute system using Bayesian networks analysis. GCCE 2017: 1-5 - [c4]Melchizedek I. Alipio, Allen Earl M. Dela Cruz, Jess David A. Doria, Rowena Maria S. Fruto:
A smart hydroponics farming system using exact inference in Bayesian network. GCCE 2017: 1-5 - [c3]Melchizedek I. Alipio, Nestor Michael C. Tiglao:
Analysis of cache-based transport protocol at congestion in Wireless Sensor Networks. ICOIN 2017: 360-365 - [c2]Melchizedek I. Alipio, Nestor Michael C. Tiglao:
A Cache-Aware Congestion Control for Reliable Transport in Wireless Sensor Networks. MONAMI 2017: 217-230 - [c1]Melchizedek I. Alipio, Nestor Michael C. Tiglao:
Improving reliable data transport in wireless sensor networks through dynamic cache-aware rate control mechanism. WiMob 2017: 1-8
Coauthor Index
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