Song-Ju Kim

Orcid: 0000-0003-2369-7448

According to our database1, Song-Ju Kim authored at least 33 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An efficient beaconing of bluetooth low energy by decision making algorithm.
Discov. Artif. Intell., 2024

2023
Combinatorial MAB-Based Joint Channel and Spreading Factor Selection for LoRa Devices.
Sensors, August, 2023

Design and Implementation of Decentralized TDMA for Low Power IoT Devices Based on Desynchronization of Nonlinear Oscillators.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2022
A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN.
CoRR, 2022

Performance Evaluation of Reinforcement Learning Based Distributed Channel Selection Algorithm in Massive IoT Networks.
IEEE Access, 2022

2021
Resource allocation method using tug-of-war-based synchronization.
CoRR, 2021

A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form.
CoRR, 2021

A Lightweight Decentralized Reinforcement Learning Based Channel Selection Approach for High-Density LoRaWAN.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

A Channel Selection Algorithm Using Reinforcement Learning for Mobile Devices in Massive IoT System.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020
Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices and Its Application to Wireless Sensor Network for Building Monitoring System.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices in Coexisting IoT Networks.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

2019
Reinforcement Learning System Comprising Resistive Analog Neuromorphic Devices.
Proceedings of the IEEE International Reliability Physics Symposium, 2019

A Machine-Learning-Based Channel Assignment Algorithm for IoT.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

2018
Category Theoretic Analysis of Photon-Based Decision Making.
Int. J. Inf. Technol. Decis. Mak., 2018

Performance in Multi-Armed Bandit Tasks in Relation to Ambiguity-Preference Within a Learning Algorithm.
Frontiers Appl. Math. Stat., 2018

Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser.
Complex., 2018

2017
Ultrafast photonic reinforcement learning based on laser chaos.
CoRR, 2017

2016
Category theoretic analysis of single-photon decision maker.
CoRR, 2016

Single photon in hierarchical architecture for physical reinforcement learning: Photon intelligence.
CoRR, 2016

2015
Decision Maker based on Atomic Switches.
CoRR, 2015

Harnessing Natural Fluctuations: Analogue Computer for Efficient Socially Maximal Decision Making.
CoRR, 2015

Decision Maker using Coupled Incompressible-Fluid Cylinders.
CoRR, 2015

2014
Efficient Decision-Making by Volume-Conserving Physical Object.
CoRR, 2014

Amoeba-inspired Tug-of-War algorithms for exploration-exploitation dilemma in extended Bandit Problem.
Biosyst., 2014

2013
Nanoscale Photonic Network for Solution Searching and Decision Making Problems.
IEICE Trans. Commun., 2013

Amoeba-based computing for traveling salesman problem: Long-term correlations between spatially separated individual cells of Physarum polycephalum.
Biosyst., 2013

2011
Two-Dimensional Nonlinear Fabry-Perot Interferometer: An Unconventional Computing Substrate for Maze Exploration and Logic Gate Operation.
Int. J. Nanotechnol. Mol. Comput., 2011

2010
Tug-of-war model for the two-bandit problem: Nonlocally-correlated parallel exploration via resource conservation.
Biosyst., 2010

Tug-of-War Model for Multi-armed Bandit Problem.
Proceedings of the Unconventional Computation - 9th International Conference, 2010

2009
Tug-Of-War Model for Two-Bandit Problem.
Proceedings of the Unconventional Computation, 8th International Conference, 2009

2008
Chaos-based communication systems using on-line ICA algorithm.
IEICE Electron. Express, 2008

2007
FPGA implementation of EASI algorithm.
IEICE Electron. Express, 2007

2004
Corrections of the NIST Statistical Test Suite for Randomness.
IACR Cryptol. ePrint Arch., 2004


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