Concepedia

Melia Putri Handayani

MP

3

Publications

87

Citations

3

H-Index

2021

Active since

Affiliations

Pukyong National University(Current)

Melia Putri Handayani is an author at Pukyong National University specializing in systems engineering, machine learning, and data science.

Top concepts

ManagementEngineeringData ScienceMachine LearningNaval ArchitectureSystems EngineeringPredictive AnalyticsData MiningForecastingData Modeling

Publications per year

2021–2023

3

Publications

3

Explainable Anomaly Detection Framework for Maritime Main Engine Sensor Data

Donghyun Kim, Gian Antariksa, Melia Putri Handayani et al. · Sensors · 2021 · 57 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +23

Navigating Energy Efficiency: A Multifaceted Interpretability of Fuel Oil Consumption Prediction in Cargo Container Vessel Considering the Operational and Environmental Factors

Melia Putri Handayani, Hyunju Kim, Sang-Bong Lee et al. · Journal of Marine Science and Engineering · 2023 · 18 citations · Full text

Engineering, Machine Learning, Flight Reserve Optimization +26

Feature Attribution Analysis to Quantify the Impact of Oceanographic and Maneuverability Factors on Vessel Shaft Power Using Explainable Tree-Based Model

Dong‐Hyun Kim, Melia Putri Handayani, Sang-Bong Lee et al. · Sensors · 2023 · 12 citations · Full text

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