Nen-Fu Huang

Southern Taiwan University of Science and Technology — Taiwan

Computer Science · Physical Sciences

22h-index2.4kcitations175works1.32yr avg
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Research Topics

Network Security and Intrusion Detection(33), Network Traffic and Congestion Control(32), Advanced Optical Network Technologies(31), Network Packet Processing and Optimization(26), Caching and Content Delivery(22)

Publications175 total

RF-Driven Adaptive Surrogate Models for LoRaDisC Network Performance Prediction in Smart Agriculture and Field Sensing Environments
AgriEngineering·2026Open Access
Residual Surrogate Framework for Delay and Fallback Prediction in Multi-Hop LoRaWAN
2025
Surrogate Neural Model for Joint Delay, Hop Count, and Fallback Prediction in LoRaWAN Networks
2025
ProctorSense: An AI-Enhanced Online Proctoring System with Proactive and Analytical Monitoring Techniques
2025
Addressing LLM Challenges: A Hybrid Framework for Duplicate Question Detection
2024
Agricultural Knowledge Discovery Based on Interpretable Machine Learning and Visual Analytics
2024
Experiments and modeling on thermal performance evaluation of standalone and M-cycle based desiccant air-conditioning systems
Energy Reports·2024· 9 citedOpen Access
Massive open online course recommendation system based on a reinforcement learning algorithm
Neural Computing and Applications·2023· 22 citedOpen Access
Soil suitability classification for crop selection in precision agriculture using GBRT-based hybrid DNN surrogate models
Ecological Informatics·2023· 57 cited
Knowledge Map Automatic Update System Using Graph Convolutional Network
2023
A Long Distance Low Bandwidth Firmware Update process for LPWAN - Taking LoRaP2P+ as example
2023· 2 cited
Development of smart aquaculture farm management system using IoT and AI-based surrogate models
Journal of Agriculture and Food Research·2022· 130 citedOpen Access
A Long Range Reliable Precise Irrigation System Based on LoRaP2P Protocol
2022 International Conference on Information Networking (ICOIN)·2022· 3 cited
Deep Learning Based Route Information Extraction from Satellite Imagery for Agricultural Machinery Management
2022 International Conference on Information Networking (ICOIN)·2022· 2 cited
Real-time Dragonfruit’s Ripeness Classification System with Edge Computing Based on Convolution Neural Network
2022 International Conference on Information Networking (ICOIN)·2022· 7 cited
A Personalized Learning Path Recommender System with LINE Bot in MOOCs Based on LSTM
2022· 17 cited
MOOCERS: Exercise Recommender System in MOOCs Based on Reinforcement Learning Algorithm
2021· 8 cited
On the Classification of a Greenhouse Environment for a Rose Crop Based on AI-Based Surrogate Models
Sustainability·2021· 20 citedOpen Access
An Ensemble Learning Model for Agricultural Irrigation Prediction
2021· 33 cited
Reliable and Delay Tolerant Transmission Protocols for LPWAN IoT Sensors
2021· 3 cited
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Frequent Co-authors

Showkat Ahmad Bhat(5), Jian-Wei Tzeng(4), Yen-Ming Chu(3), Gin-Yuan Jai(3), Hong‐Yi Chang(3), Imtiyaz Hussain(3), Ting-Wei Huang(3), Hao-Hsuan Hsu(3), Huey-Ing Liu(3), Ching-Fang Hsu(2), Te‐Lung Liu(2), Wei‐Mon Yan(2), Rong-Tai Liu(2), Chia-Nan Kao(2), Han‐Chieh Chao(2), Yih‐Jou Tzang(2), Chia-An Lee(2), Gin-Kou Ma(2), Uzair Sajjad(2), Muhammad Sultan(2)