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Search: "[ keyword: LEA ]" (214)
    Equal Energy Consumption Routing Protocol Algorithm Based on Q-Learning for Extending the Lifespan of Ad-Hoc Sensor Network
    Kim Ki Sang, Kim Sung Wook KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 10, pp. 269-276, Oct. 2021
    https://doi.org/10.3745/KTCCS.2021.10.10.269  
    Keywords: Reinforcement Learning, Q-learning, Ad-Hoc Sensornetwork, energy consumption

    A Study on the Method of Differentiating Between Elderly Walking and Non-Senior Walking Using Machine Learning Models
    Ga Young Kim, Su Hwan Jeong, Soo Hyeon Eom, Seong Won Jang, So Yeon Lee, Sangil Cho KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 9, pp. 251-260, Sep. 2021
    https://doi.org/10.3745/KTCCS.2021.10.9.251
    Keywords: Gait Analysis, Machine Learning, Supervised Learning, Neural Network Models

    Hybrid All-Reduce Strategy with Layer Overlapping for Reducing Communication Overhead in Distributed Deep Learning
    Daehyun Kim, Sangho Yeo, Sangyoon Oh KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 7, pp. 191-198, Jul. 2021
    10.3745/KTCCS.2021.10.7.191  
    Keywords: Distributed Deep Learning, Synchronization, Layer Overlapping, Allreduce

    Max-Mean N-step Temporal-Difference Learning Using Multi-Step Return
    Gyu-Young Hwang, Ju-Bong Kim, Joo-Seong Heo, Youn-Hee Han KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 5, pp. 155-162, May. 2021
    https://doi.org/10.3745/KTCCS.2021.10.5.155
    Keywords: Reinforcement Learning, Q-learning, DQN, n-step Temporal-Difference Learning

    A Study on the Design and Implementation of Multi-Disaster Drone System Using Deep Learning-Based Object Recognition and Optimal Path Planning
    Jin-Hyeok Kim, Tae-Hui Lee, Yamin Han, Heejung Byun KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 4, pp. 117-122, Apr. 2021
    https://doi.org/10.3745/KTCCS.2021.10.4.117
    Keywords: ACO, Swarm, Drone, Deep Learning, Path Planning

    Optimization of LEA Quantum Circuits to Apply Grover’s Algorithm
    Kyung Bae Jang, Hyun Jun Kim, Jae Hoon Park, Gyeung Ju Song, Hwa Jeong Seo KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 4, pp. 101-106, Apr. 2021
    https://doi.org/10.3745/KTCCS.2021.10.4.101
    Keywords: Quantum Computer, Grover’s Alogoritm, LEA, Quantum Resource

    A Comparative Study of Machine Learning Algorithms Based on Tensorflow for Data Prediction
    Qalab E. Abbas, Sung-Bong Jang KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 3, pp. 71-80, Mar. 2021
    https://doi.org/10.3745/KTCCS.2021.10.3.71
    Keywords: Artificial Neural Network Algorithm, Machine Learning, Data Prediction, Learning Performance Comparison

    Fat Client-Based Abstraction Model of Unstructured Data for Context-Aware Service in Edge Computing Environment
    Do Hyung Kim, Jong Hyeok Mun, Yoo Sang Park, Jong Sun Choi, Jae Young Choi KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 3, pp. 59-70, Mar. 2021
    https://doi.org/10.3745/KTCCS.2021.10.3.59  
    Keywords: Edge Computing, Fat Client, context aware, Unstructured Data Abstraction, Deep Learning

    A Study on Malicious Code Detection Using Blockchain and Deep Learning
    Deok Gyu Lee KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 2, pp. 39-46, Feb. 2021
    https://doi.org/10.3745/KTCCS.2021.10.2.39
    Keywords: Malicious Code, Code Detection, Blockcahin, Deep Learning

    Practical Concerns in Enforcing Ethereum Smart Contracts as a Rewarding Platform in Decentralized Learning
    Sandi Rahmadika, Muhammad Firdaus, Seolah Jang, Kyung-Hyune Rhee KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 12, pp. 321-332, Dec. 2020
    https://doi.org/10.3745/KTCCS.2020.9.12.321
    Keywords: Blockchain, data privacy, Decentralized Learning, incentive mechanism, Smart Contract

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