Vehicle traffic and flood monitoring with reroute system using Bayesian networks analysis. - Melchizedek I. Alipio; Jess Ross R. Bayanay; Alex O. Casantusan; Abigail A. Dequeros (GCCE, 2017)

A smart hydroponics farming system using exact inference in Bayesian network. - Melchizedek I. Alipio; Allen Earl M. Dela Cruz; Jess David A. Doria; Rowena Maria S. Fruto (GCCE, 2017)

Analysis of cache-based transport protocol at congestion in Wireless Sensor Networks. - Melchizedek I. Alipio; Nestor Michael C. Tiglao (ICOIN, 2017)

A Cache-Aware Congestion Control for Reliable Transport in Wireless Sensor Networks. - Melchizedek I. Alipio; Nestor Michael C. Tiglao (MONAMI, 2017)

Improving reliable data transport in wireless sensor networks through dynamic cache-aware rate control mechanism. - Melchizedek I. Alipio; Nestor Michael C. Tiglao (WiMob, 2017)

Dynamic Source Rate Control for Cache-Based Transport Protocol in Wireless Sensor Networks. - Melchizedek I. Alipio; Nestor Michael C. Tiglao (Comput. Commun., 2017)

Cache-based transport protocols in wireless sensor networks: A survey and future directions. - Melchizedek I. Alipio; Nestor Michael C. Tiglao; António Manuel Grilo; Fawaz S. Bokhari; Umair B. Chaudhry; Shavez M. Qureshi (J. Netw. Comput. Appl., 2017)

RT-CaCC: A Reliable Transport With Cache-Aware Congestion Control Protocol in Wireless Sensor Networks. - Melchizedek I. Alipio; Nestor Michael C. Tiglao (IEEE Trans. Wirel. Commun., 2018)

SDN-Enabled Value-Based Traffic Management Mechanism in Resource-Constrained Sensor Devices. - Melchizedek I. Alipio; Alex Gyran A. Co; Melinda Faye C. Hilario; Christian Miguel C. Pama (ICOIN, 2019)

Value-based utility implementation in software-defined testbed for sensor data traffic management. - Melchizedek I. Alipio; Alex Gyran A. Co; Melinda Faye C. Hilario; Christian Miguel C. Pama (Future Gener. Comput. Syst., 2019)

TCP incast solutions in data center networks: A classification and survey. - Melchizedek I. Alipio; Nestor Michael C. Tiglao; Fawaz S. Bokhari; Salman Khalid 001 (J. Netw. Comput. Appl., 2019)

Data-driven IoT-based Water Quality Monitoring and Potability Classification System in Rural Areas. - Melchizedek I. Alipio (ICTC, 2020)

Electroencephalogram-Based User Authentication System for Bank Vault Security. - Melchizedek I. Alipio (IoTaIS, 2021)

Development of Smart Indoor Workplace System Using Decision Tree Algorithm. - Melchizedek I. Alipio (IoTaIS, 2021)

Deep Learning Models for Water Potability Classification in Rural Areas in the Philippines. - Argeen Blanco; Lance Victor Del Rosario; Ken Ichiro Jose; Melchizedek Alipio (AIIoT, 2022)

Vitaband: IoT-Driven Health Monitoring System for Home Quarantine COVID-19 Patient Using LoRaWAN. - Alberto Cruz; Maria Lorena Villena; Ivy Marisse Castro; John Paul Cervantes; Sofia Anne Ondra; Rahino Quijano; John Elbert Veneracion; Melchizedek I. Alipio (IoTaIS, 2022)

A Review of Electrical Resistivity Tomography Applications in Underground Imaging and Object Detection. - Jullian Dominic Ducut; Melchizedek I. Alipio; Phoebe Joanne Go; Ronnie Concepcion II; Ryan Rhay Vicerra; Argel A. Bandala; Elmer P. Dadios (Displays, 2022)

Evaluation of CNN-Based Models for Classifying Poultry Eggs Images in Variable Angle, Background, and Lighting Conditions. - Isaac Cornelius Bensley Sy; Sean Chan; Matthew Fraser Sim; Lance Matthew Te; Melchizedek Alipio (AIIoT, 2023)

A Classification of Cross-Layer Optimization Approaches in LoRaWAN for Internet of Things. - Carl Christian Chaguile; Melchizedek Alipio; Miroslav Bures (ICUFN, 2023)

Assessing the Implications of Data Heterogeneity on Privacy-Enhanced Federated Learning: A Comprehensive Examination Using CIFAR-10. - Phoebe Joanne Go; Victor Calinao; Melchizedek Alipio (TENCON, 2023)

Goat Feeding Behavior Modeling and Monitoring Utilizing Livestock Wearable Device and Machine Learning Algorithm. - Melchizedek Alipio; Gianne Marcus Obusan; Julianne Abbe Ong; Samuel Perez; Anton Luis Garces; Miroslav Bures (WF-IoT, 2023)

More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology. - Radek Silhavy; Miroslav Bures; Melchizedek Alipio; Petr Silhavy (IEEE Internet Things J., 2023)

Development, evaluation, and analysis of biometric-based bank vault user authentication system through brainwaves. - Melchizedek I. Alipio (J. Ambient Intell. Humaniz. Comput., 2023)

In-store customer traffic and path monitoring in small-scale supermarket using UWB-based localization and SSD-based detection. - Melchizedek I. Alipio; Kathlyn Mae T. Peñalosa; Julioh Roscoe C. Unida (J. Ambient Intell. Humaniz. Comput., 2023)

Case studies - More Accurate Cost Estimation for Internet of Things Projects by Adaptation of Use Case Points Methodology. - Radek Silhavy; Melchizedek Alipio; Miroslav Bures; Petr Silhavy (IEEE DataPort, 2023)

Deep Reinforcement Learning Perspectives on Improving Reliable Transmissions in IoT Networks: Problem Formulation, Parameter Choices, Challenges, and Future Directions. - Melchizedek Alipio; Miroslav Bures (Internet Things, 2023)

Intelligent Network Maintenance Modeling for Fixed Broadband Networks in Sustainable Smart Homes. - Melchizedek Alipio; Miroslav Bures (IEEE Internet Things J., 2023)

Enhancing WSN Performance with DRL-CaCC: An Adaptive Cache-Aware Congestion Control Mechanism. - Melchizedek Alipio; Miroslav Bures (ICTC, 2024)

A review of LoRaWAN performance optimization through cross-layer-based approach for Internet of Things. - Melchizedek Alipio; Carl Christian Chaguile; Miroslav Bures (Internet Things, 2024)

Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives. - Melchizedek Alipio; Miroslav Bures (Internet Things, 2024)

A cache-aware congestion control mechanism using deep reinforcement learning for wireless sensor networks. - Melchizedek Alipio; Miroslav Bures (Ad Hoc Networks, 2025)

Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling. - Melchizedek Alipio (Future Gener. Comput. Syst., 2025)