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Search : "[ keyword: 머신러닝 ]" (11)
Machine Learning-Based Cooperative Detection Method for Effectively Mitigating Availability Attacks in Wireless Network Environments
Min-Ji Cho  So-Eun Jeon  Il-Gu Lee
Vol. 14, No. 9, pp. 662-667, Sep. 2025
https://doi.org/10.3745/TKIPS.2025.14.9.662
A Comparative Study of Feature Importance Algorithms and Feature Selection for Static Feature-Based Ransomware Detection
Jeon Hye Min  Choi Doo Seop  Im Eul Gyu
Vol. 14, No. 8, pp. 576-587, Aug. 2025
https://doi.org/10.3745/TKIPS.2025.14.8.576
Research on the Classification of Road Surface Types and Conditions Using Artificial Intelligence
Park Sang Hyun  Kwon Hyun Jun  Hong Seong Jun  Jeong Jung Eun  Kim Min-Hyun

Vol. 14, No. 7, pp. 524-532, Jul. 2025
https://doi.org/10.3745/TKIPS.2025.14.7.524
A Study on Machine Learning -based River Water Level Prediction Model for Flood Prevention
DeokHyun You  Heesun Roh  Suyeon Lim  Seongbok Baik  Yong-Geun Hong

Vol. 14, No. 6, pp. 431-450, Jun. 2025
https://doi.org/10.3745/TKIPS.2025.14.6.431
Keyword Advertising Cost Prediction Using Crawling and Machine Learning Techniques
Kyungmin Jeon  Jaeyoung Lim  Sunghyun Kim  Hyunseo Cho  Daesik Jung 
Jongwon Kim  Younggi Song  Kyungsoo Kim
Vol. 14, No. 4, pp. 248-256, Apr. 2025
https://doi.org/10.3745/TKIPS.2025.14.4.248
A Survey of Phishing Campaign Trends and the Classification of Detection Techniques
Ji-Hoon Park  Sang-Hoon Choi  Ki-Woong Park
Vol. 14, No. 3, pp. 149-160, Mar. 2025
https://doi.org/10.3745/TKIPS.2025.14.3.149
Development of a Model for Predicting the Severity of Traffic Accidents and Analysis of Accident Factors based on Machine Learning
Kim Jung Hyuk  Cho Nam Wook
Vol. 14, No. 2, pp. 72-81, Feb. 2025
https://doi.org/10.3745/TKIPS.2025.14.2.72
Research on Evaluation Methods for GPR-SEM Prediction Models
Moon Kyung-Yeol  Park Kun-Uk
Vol. 14, No. 1, pp. 14-20, Jan. 2025
https://doi.org/10.3745/TKIPS.2025.14.1.14
Clustering-based Model Compression Method for Deep Neural Networks
Byungchul Chae  Seonyeong Heo
Vol. 13, No. 11, pp. 585-589, Nov. 2024
https://doi.org/10.3745/TKIPS.2024.13.11.585
Development of an AutoML Web Platform for Text Classification Automation
Ha-Yoon Song  Jeon-Seong Kang  Beom-Joon Park  Junyoung Kim  Kwang-Woo Jeon 
Junwon Yoon  Hyun-Joon Chung
Vol. 13, No. 10, pp. 537-544, Oct. 2024
https://doi.org/10.3745/TKIPS.2024.13.10.537

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