J-KICS

Hybrid Precoding Optimization Based on Quantum Neural Network for Multi-User MISO Systems

Adriansyah Dwi Rendragraha Soo Young Shin
Vol. 49, No. 11, pp. 1525-1533, Nov. 2024

10.7840/kics.2024.49.11.1525

hybrid precoding

quantum neural networks

Unsupervised learning

Wireless Communication

A Design and Implementation of Automated Classification and Analysis System Using K-Means Clustering for Transition of Database to Micro-Services-Architecture

Sun-chul Park Young-han Kim
Vol. 49, No. 9, pp. 1306-1314, Sep. 2024

10.7840/kics.2024.49.9.1306

K-Means Clustering

Unsupervised learning

cloud migration

MSA

DBMS Analysis

Performance Enhancement of Autoencoder-Based Audio Data Anomaly Detection via Weakly Supervised Learning

Yong-GeunMoon Min-SeongKwon ByungjuLee Jung-hoonNoh
Vol. 48, No. 3, pp. 382-390, Mar. 2023

10.7840/kics.2023.48.3.382

Anomaly Detection

Artificial neural network

Autoencoder

Weakly supervised learning

Artificial Intelligence CCTV Operation Model Applying Road Markers

Dong Hyun Lim Dea-woo Park
Vol. 48, No. 1, pp. 74-80, Jan. 2023

10.7840/kics.2023.48.1.74

Road Marker

ROI(Region of Interests)

Image Analysis

Supervised Learning

Artificial intelligence

CCTV(Closed-Circuit TeleVision)

A Study on Synergy of Contrastive Learning-Based Pre-Training and Generative Model

ChangKyun Choi Taehwan Kim Jeongho Park Juwon Lee Sangwoo Nam
Jooyoung Park
Vol. 46, No. 12, pp. 2319-2326, Dec. 2021

10.7840/kics.2021.46.12.2319

Deep Learning-Based PDR Scheme for Predicting Movement Changes for Smartphone Users

Kwan-Soo Kim Yoan Shin
Vol. 46, No. 11, pp. 1908-1919, Nov. 2021

10.7840/kics.2021.46.11.1908

Dataset for Artificial Intelligence Supervised Learning on HS Code and Device Code of Small Home Appliance

Young-joo Oh Dea-woo Park
Vol. 46, No. 9, pp. 1539-1547, Sep. 2021

10.7840/kics.2021.46.9.1539

Node Localization Based on Neural Network Using Semi-Supervised Learning in Wireless Sensor Networks

Yu-Ri Lee Xianglan Jin Hyoung-Nam Kim
Vol. 44, No. 3, pp. 517-527, Mar. 2019

10.7840/kics.2019.44.3.517

Vision-Based Vehicle Detection and Tracking Using Online Learning

Sung-Ho Gil Gyeong-Hwan Kim
Vol. 39, No. 1, pp. 1-11, Jan. 2014

Clustering In Tied Mixture HMM Using Homogeneous Centroid Neural Network

Dong-Chul Park Woo-Sung Kim
Vol. 31, No. 9, pp. 853-858, Sep. 2006

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Hybrid Precoding Optimization Based on Quantum Neural Network for Multi-User MISO Systems

A Design and Implementation of Automated Classification and Analysis System Using K-Means Clustering for Transition of Database to Micro-Services-Architecture

Performance Enhancement of Autoencoder-Based Audio Data Anomaly Detection via Weakly Supervised Learning

Artificial Intelligence CCTV Operation Model Applying Road Markers

A Study on Synergy of Contrastive Learning-Based Pre-Training and Generative Model

Deep Learning-Based PDR Scheme for Predicting Movement Changes for Smartphone Users

Dataset for Artificial Intelligence Supervised Learning on HS Code and Device Code of Small Home Appliance

Node Localization Based on Neural Network Using Semi-Supervised Learning in Wireless Sensor Networks

Vision-Based Vehicle Detection and Tracking Using Online Learning

Clustering In Tied Mixture HMM Using Homogeneous Centroid Neural Network

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