DoHyeun Kim
Orcid: 0000-0002-3457-2301Affiliations:
- Jeju National University, Computer Engineering Department, South Korea
- Kyungpook National University, South Korea (PhD 2000)
According to our database1,
DoHyeun Kim
authored at least 122 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2025
Personalized hierarchical heterogeneous federated learning for thermal comfort prediction in smart buildings.
Eng. Appl. Artif. Intell., 2025
2024
Optimization of Distributed Energy Resources Operation in Green Buildings Environment.
Sensors, July, 2024
A comprehensive review on development strategies of integrated electronic control units in IoEVs for energy management.
Internet Things, April, 2024
Hetero-FedIoT: A Rule-Based Interworking Architecture for Heterogeneous Federated IoT Networks.
IEEE Internet Things J., February, 2024
An intelligent diabetes classification and perception framework based on ensemble and deep learning method.
PeerJ Comput. Sci., 2024
An autonomous mixed data oversampling method for AIOT-based churn recognition and personalized recommendations using behavioral segmentation.
PeerJ Comput. Sci., 2024
Enhanced abnormal data detection hybrid strategy based on heuristic and stochastic approaches for efficient patients rehabilitation.
Future Gener. Comput. Syst., 2024
Multi-modal fusion approaches for tourism: A comprehensive survey of data-sets, fusion techniques, recent architectures, and future directions.
Comput. Electr. Eng., 2024
Optimal environment control and fruits delivery tracking system using blockchain for greenhouse.
Comput. Electron. Agric., 2024
A decentralized federated learning based interoperable and heterogeneity aware predictive optimization method for energy and comfort in smart homes environment.
Appl. Soft Comput., 2024
A Novel Lightweight CNN for Constrained IoT Devices: Achieving High Accuracy With Parameter Efficiency on the MSTAR Dataset.
IEEE Access, 2024
Evolving Electric Mobility Energy Efficiency: In-Depth Analysis of Integrated Electronic Control Unit Development in Electric Vehicles.
IEEE Access, 2024
Bilevel Hyperparameter Optimization and Neural Architecture Search for Enhanced Breast Cancer Detection in Smart Hospitals Interconnected With Decentralized Federated Learning Environment.
IEEE Access, 2024
Dynamic Temporal Analysis and Modeling of Residential Lighting Consumption for Energy Efficiency and Sustainability.
IEEE Access, 2024
Enhanced Abnormality Detection via PSO-Driven Adaptive Ensemble Weighting for Energy AIoT Device Security.
IEEE Access, 2024
MCDH-SLKAP: Modified Computational Diffie-Hellman-Based Secure and Lightweight Key Agreement Protocol for Decentralized Edge Computing Networks.
IEEE Access, 2024
Geo-Temporal Selective Approach for Dynamic Depth Estimation in Outdoor Object Detection and Distance Measurement.
IEEE Access, 2024
Federated Learning for Real-Time Decentralized Smile Detection in Virtual Reality Environments.
Proceedings of the IEEE International Conference on Metaverse Computing, 2024
2023
Optimal fusion-based localization method for tracking of smartphone user in tall complex buildings.
CAAI Trans. Intell. Technol., December, 2023
Transparent Rule Enablement Based on Commonization Approach in Heterogeneous IoT Edge Networks.
Sensors, October, 2023
A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning.
Internet Things, October, 2023
A multi-perspective revisit to the optimization methods of Neural Architecture Search and Hyper-parameter optimization for non-federated and federated learning environments.
Comput. Electr. Eng., September, 2023
Internet Things, July, 2023
Internet Things, July, 2023
An OCF-IoTivity enabled smart-home optimal indoor environment control system for energy and comfort optimization.
Internet Things, July, 2023
Energy Prediction and Optimization for Smart Homes with Weather Metric-Weight Coefficients.
Sensors, April, 2023
An optimized ensemble prediction model using AutoML based on soft voting classifier for network intrusion detection.
J. Netw. Comput. Appl., March, 2023
Distributed Rule-Enabled Interworking Architecture Based on the Transparent Rule Proxy in Heterogeneous IoT Networks.
Sensors, February, 2023
Optimal Environment Control Mechanism Based on OCF Connectivity for Efficient Energy Consumption in Greenhouse.
IEEE Internet Things J., 2023
Optimized Task Scheduling and Virtual Object Management Based on Digital Twin for Distributed Edge Computing Networks.
IEEE Access, 2023
Enhanced Interoperating Mechanism Between OneM2M and OCF Platform Based on Rules Engine and Interworking Proxy in Heterogeneous IoT Networks.
IEEE Access, 2023
Safeguarding Online Spaces: A Powerful Fusion of Federated Learning, Word Embeddings, and Emotional Features for Cyberbullying Detection.
IEEE Access, 2023
Collaborative Worker Safety Prediction Mechanism Using Federated Learning Assisted Edge Intelligence in Outdoor Construction Environment.
IEEE Access, 2023
Decentralized Machine Learning Training: A Survey on Synchronization, Consolidation, and Topologies.
IEEE Access, 2023
Predictive Modeling of Water Table Depth, Drilling Duration, and Soil Layer Classification Using Adaptive Ensemble Learning for Cost-Effective Percussion Water Borehole Drilling.
IEEE Access, 2023
Secure Medical Data Against Unauthorized Access Using Decoy Technology in Distributed Edge Computing Networks.
IEEE Access, 2023
Proceedings of the IEEE International Conference on Metaverse Computing, 2023
2022
Enhanced Harmonics Reactive Power Control Strategy Based on Multilevel Inverter Using ML-FFNN for Dynamic Power Load Management in Microgrid.
Sensors, 2022
Toward potential hybrid features evaluation using MLP-ANN binary classification model to tackle meaningful citations.
Scientometrics, 2022
Knowledge-based edge computing framework based on CoAP and HTTP for enabling heterogeneous connectivity.
Pers. Ubiquitous Comput., 2022
Toward Autonomous Farming - A Novel Scheme Based on Learning to Prediction and Optimization for Smart Greenhouse Environment Control.
IEEE Internet Things J., 2022
Design of a general complex problem-solving architecture based on task management and predictive optimization.
Int. J. Distributed Sens. Networks, 2022
An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption.
Computing, 2022
Comput. Electr. Eng., 2022
Optimal smart contract for autonomous greenhouse environment based on IoT blockchain network in agriculture.
Comput. Electron. Agric., 2022
Improving blockchain performance in clinical trials using intelligent optimal transaction traffic control mechanism in smart healthcare applications.
Comput. Ind. Eng., 2022
Predictive Optimization Based Energy Cost Minimization and Energy Sharing Mechanism for Peer-to-Peer Nanogrid Network.
IEEE Access, 2022
A Criticality-Aware Dynamic Task Scheduling Mechanism for Efficient Resource Load Balancing in Constrained Smart Manufacturing Environment.
IEEE Access, 2022
2021
Symmetry, 2021
Ensemble Prediction Approach Based on Learning to Statistical Model for Efficient Building Energy Consumption Management.
Symmetry, 2021
Health Monitoring System for Elderly Patients Using Intelligent Task Mapping Mechanism in Closed Loop Healthcare Environment.
Symmetry, 2021
Symmetry, 2021
Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control.
Sensors, 2021
Enhanced PDR-BLE Compensation Mechanism Based on HMM and AWCLA for Improving Indoor Localization.
Sensors, 2021
Towards Secure Fitness Framework Based on IoT-Enabled Blockchain Network Integrated with Machine Learning Algorithms.
Sensors, 2021
A Scheduling Mechanism Based on Optimization Using IoT-Tasks Orchestration for Efficient Patient Health Monitoring.
Sensors, 2021
Design and Analysis of In-Pipe Hydro-Turbine for an Optimized Nearly Zero Energy Building.
Sensors, 2021
Integrated Service Composition Approach Based on Transparent Access to Heterogeneous IoT Networks Using Multiple Service Providers.
Mob. Inf. Syst., 2021
Optimization-assisted water supplement mechanism with energy efficiency in IoT based greenhouse.
J. Intell. Fuzzy Syst., 2021
Enhanced Kalman filter algorithm using fuzzy inference for improving position estimation in indoor navigation.
J. Intell. Fuzzy Syst., 2021
Hybrid features prediction model of movie quality using Multi-machine learning techniques for effective business resource planning.
J. Intell. Fuzzy Syst., 2021
A task orchestration approach for efficient mountain fire detection based on microservice and predictive analysis in IoT environment.
J. Intell. Fuzzy Syst., 2021
Enhanced Service Framework Based on Microservice Management and Client Support Provider for Efficient User Experiment in Edge Computing Environment.
IEEE Access, 2021
Enhanced Optimization-Based Voting Classifier and Chained Multi-Objective Regressor for Effective Groundwater Resource Management.
IEEE Access, 2021
Toward Effective Pattern Recognition Based on Enhanced Weighted K-Mean Clustering Algorithm for Groundwater Resource Planning in Point Cloud.
IEEE Access, 2021
Peer-to-Peer Energy Trading Mechanism Based on Blockchain and Machine Learning for Sustainable Electrical Power Supply in Smart Grid.
IEEE Access, 2021
Boreholes Data Analysis Architecture Based on Clustering and Prediction Models for Enhancing Underground Safety Verification.
IEEE Access, 2021
Groundwater Level Prediction Model Using Correlation and Difference Mechanisms Based on Boreholes Data for Sustainable Hydraulic Resource Management.
IEEE Access, 2021
A Novel Blockchain-Based Integrity and Reliable Veterinary Clinic Information Management System Using Predictive Analytics for Provisioning of Quality Health Services.
IEEE Access, 2021
2020
Resource-based direct manipulation: a user-centric visual interface for operational customization of future smart appliances.
Telecommun. Syst., 2020
Toward Accurate Position Estimation Using Learning to Prediction Algorithm in Indoor Navigation.
Sensors, 2020
Towards a Remote Monitoring of Patient Vital Signs Based on IoT-Based Blockchain Integrity Management Platforms in Smart Hospitals.
Sensors, 2020
Reliable Task Management Based on a Smart Contract for Runtime Verification of Sensing and Actuating Tasks in IoT Environments.
Sensors, 2020
Development of Cloud of Things Based on Proxy Using OCF IoTivity and MQTT for P2P Internetworking.
Peer-to-Peer Netw. Appl., 2020
J. Inf. Process. Syst., 2020
Accident risk prediction and avoidance in intelligent semi-autonomous vehicles based on road safety data and driver biological behaviours.
J. Intell. Fuzzy Syst., 2020
J. Commun., 2020
A multi-device multi-tasks management and orchestration architecture for the design of enterprise IoT applications.
Future Gener. Comput. Syst., 2020
Comput. Electron. Agric., 2020
ANN Based Learning to Kalman Filter Algorithm for Indoor Environment Prediction in Smart Greenhouse.
IEEE Access, 2020
IEEE Access, 2020
A Hybrid Scheduling Mechanism Based on Agent Cooperation Mechanism and Fair Emergency First in Smart Factory.
IEEE Access, 2020
Secure Edge Computing Management Based on Independent Microservices Providers for Gateway-Centric IoT Networks.
IEEE Access, 2020
Risk Assessment Inference Approach Based on Geographical Danger Points Using Student Survey Data for Safe Routes to School.
IEEE Access, 2020
Toward Effective Planning and Management Using Predictive Analytics Based on Rental Book Data of Academic Libraries.
IEEE Access, 2020
Quantum GIS Based Descriptive and Predictive Data Analysis for Effective Planning of Waste Management.
IEEE Access, 2020
Optimal Route Recommendation for Waste Carrier Vehicles for Efficient Waste Collection: A Step Forward Towards Sustainable Cities.
IEEE Access, 2020
Optimal Policy-Making for Municipal Waste Management Based on Predictive Model Optimization.
IEEE Access, 2020
2019
Improving Accuracy of the Kalman Filter Algorithm in Dynamic Conditions Using ANN-Based Learning Module.
Symmetry, 2019
Improving Accuracy of the Alpha-Beta Filter Algorithm Using an ANN-Based Learning Mechanism in Indoor Navigation System.
Sensors, 2019
Design and Implementation of an Integrated IoT Blockchain Platform for Sensing Data Integrity.
Sensors, 2019
Erratum: Ahmad, S.; Malik, S.; Park, D.-H.; Kim, D. Design of Lightweight Driver-Assistance System for Safe Driving in Electric Vehicles.
Sensors, 2019
Design of Lightweight Driver-Assistance System for Safe Driving in Electric Vehicles.
Sensors, 2019
Improved Resource Directory Based on DNS Name Self-Registration for Device Transparent Access in Heterogeneous IoT Networks.
IEEE Access, 2019
A Stochastic Approach Towards Travel Route Optimization and Recommendation Based on Users Constraints Using Markov Chain.
IEEE Access, 2019
Towards the Task-Level Optimal Orchestration Mechanism in Multi-Device Multi-Task Architecture for Mission-Critical IoT Applications.
IEEE Access, 2019
2018
Development of Virtual Resource Based IoT Proxy for Bridging Heterogeneous Web Services in IoT Networks.
Sensors, 2018
Design and Implementation of e-Health System Based on Semantic Sensor Network Using IETF YANG.
Sensors, 2018
Design and Implementation of Cloud-Centric Configuration Repository for DIY IoT Applications.
Sensors, 2018
Mob. Inf. Syst., 2018
Service process modelling and performance analysis for composite context provisioning in IoT.
Int. Arab J. Inf. Technol., 2018
Proceedings of the Information Science and Applications 2018, 2018
2017
Int. Arab J. Inf. Technol., 2017
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017
2016
Enhanced power control model based on hybrid prediction and preprocessing/post-processing.
J. Intell. Fuzzy Syst., 2016
2015
Wirel. Pers. Commun., 2015
An Extended Self-Organizing Map based on 2-opt algorithm for solving symmetrical Traveling Salesperson Problem.
Neural Comput. Appl., 2015
J. Ambient Intell. Smart Environ., 2015
DIY Interface for Enhanced Service Customization of Remote IoT Devices: A CoAP Based Prototype.
Int. J. Distributed Sens. Networks, 2015
2014
J. Comput. Virol. Hacking Tech., 2014
Enhanced Service-Oriented Open Sensor Web Architecture with Application Server Based Mashup.
Int. J. Distributed Sens. Networks, 2014
2013
Effective and Comfortable Power Control Model Using Kalman Filter for Building Energy Management.
Wirel. Pers. Commun., 2013
Clust. Comput., 2013
A Study of Algorithm Comparison Simulator for Energy Consumption Prediction in Indoor Space.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013
Proceedings of the Grid and Pervasive Computing - 8th International Conference, 2013
Proceedings of the Grid and Pervasive Computing - 8th International Conference, 2013
2012
A Study of Pricing Policy for Demand Response of Home Appliances in Smart Grid Based on M2M.
Proceedings of the 10th International Conference on Frontiers of Information Technology, 2012
2011
Development of Integrated Adapter Based on Multi-sensor Networks for Tracking and Surveillance.
Proceedings of the Information Security and Assurance - International Conference, 2011
A Real-Time Distributed Architecture for RFID Push Service in Large-Scale EPCglobal Networks.
Proceedings of the Grid and Distributed Computing, 2011
An Ontology Structure for Semantic Sensing Information Representation in Healthcare Services.
Proceedings of the Multimedia, Computer Graphics and Broadcasting, 2011