Sirapop Nuannimnoi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Spatial Data Infrastructures

Gradient Vector

Top Venues

IEEE Trans. Engineering Management

Publications

Hojjat Baghban, Amir Rezapour, Ching-Hsien Hsu, Sirapop Nuannimnoi, Ching-Yao Huang
Edge-AI: IoT Request Service Provisioning in Federated Edge Computing Using Actor-Critic Reinforcement Learning. IEEE Trans. Engineering Management 71 (2024)
Jean Jimmy Julien, Sirapop Nuannimnoi, Ching-Yao Huang
Automated Pricing-based Provisioning of SDN/NFV Services in Distributed Multi-access Edge Computing using Cooperative Multi-Agent Deep Reinforcement Learning. DSA (2023)
Sirapop Nuannimnoi, Florian Delizy, Ching-Yao Huang
HyperFed: Free-riding Resistant Federated Learning with Performance-based Reputation Mechanism and Adaptive Aggregation using Hypernetworks. DSA (2023)
Bo-Yu Mo, Sirapop Nuannimnoi, Angger Baskoro, Azam Khan, Jasmine Ariesta Dwi Pratiwi, Ching-Yao Huang
ClusteredSHAP: Faster GradientExplainer based on K-means Clustering and Selections of Gradients in Explaining 12-Lead ECG Classification Model. IAIT (2023)
Suvajit Acharjee, Sirapop Nuannimnoi, Ching-Yao Huang
A Deep Learning Approach for Efficient Palm Reading. TAAI (2020)