Melchizedek Alipio

16 papers A 1C 1Journal 9Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A cache-aware congestion control mechanism using deep reinforcement learning for wireless sensor networks. Ad Hoc Networks Melchizedek Alipio, Miroslav Bures
2025	J	`jnl`	Congestion Control Mechanisms in V2X Communications: From Classification to Benchmarking and Design Guidelines. J. Reliab. Intell. Environ. Melchizedek Alipio, Miroslav Bures, Tutomu Murase
2025	A	`conf`	Effectiveness of Combinatorial Interaction Testing in Test Automation - An Industrial Case Study. EASE Feras Daoud, Miroslav Bures, Melchizedek Alipio
2025	J	`jnl`	Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling. Future Gener. Comput. Syst. Melchizedek Alipio
2025	J	`jnl`	The Role of Large Language Models in Designing Reliable Networks for Internet of Things: A Short Review of Most Recent Developments. IEEE Access Melchizedek Alipio, Miroslav Bures
2024	J	`jnl`	A review of LoRaWAN performance optimization through cross-layer-based approach for Internet of Things. Internet Things Melchizedek Alipio, Carl Christian Chaguile, Miroslav Bures
2024	J	`jnl`	Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives. Internet Things Melchizedek Alipio, Miroslav Bures
2024	—	`conf`	Enhancing WSN Performance with DRL-CaCC: An Adaptive Cache-Aware Congestion Control Mechanism. ICTC Melchizedek Alipio, Miroslav Bures
2023	—	`conf`	A Classification of Cross-Layer Optimization Approaches in LoRaWAN for Internet of Things. ICUFN Carl Christian Chaguile, Melchizedek Alipio, Miroslav Bures
2023	C	`conf`	Assessing the Implications of Data Heterogeneity on Privacy-Enhanced Federated Learning: A Comprehensive Examination Using CIFAR-10. TENCON Phoebe Joanne Go, Victor Calinao, Melchizedek Alipio
2023	J	`jnl`	Deep Reinforcement Learning Perspectives on Improving Reliable Transmissions in IoT Networks: Problem Formulation, Parameter Choices, Challenges, and Future Directions. Internet Things Melchizedek Alipio, Miroslav Bures
2023	—	`conf`	Evaluation of CNN-Based Models for Classifying Poultry Eggs Images in Variable Angle, Background, and Lighting Conditions. AIIoT Isaac Cornelius Bensley Sy, Sean Chan, Matthew Fraser Sim, Lance Matthew Te, Melchizedek Alipio
2023	—	`conf`	Goat Feeding Behavior Modeling and Monitoring Utilizing Livestock Wearable Device and Machine Learning Algorithm. WF-IoT Melchizedek Alipio, Gianne Marcus Obusan, Julianne Abbe Ong, Samuel Perez, Anton Luis Garces, Miroslav Bures
2023	J	`jnl`	Intelligent Network Maintenance Modeling for Fixed Broadband Networks in Sustainable Smart Homes. IEEE Internet Things J. Melchizedek Alipio, Miroslav Bures
2023	J	`jnl`	More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology. IEEE Internet Things J. Radek Silhavy, Miroslav Bures, Melchizedek Alipio, Petr Silhavy
2022	—	`conf`	Deep Learning Models for Water Potability Classification in Rural Areas in the Philippines. AIIoT Argeen Blanco, Lance Victor Del Rosario, Ken Ichiro Jose, Melchizedek Alipio