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Search: "[ keyword: SI ]" (564)

481. An Interpretable Log Anomaly System Using Bayesian Probability and Closed Sequence Pattern Mining

Jiyoung Yun, Gun-Yoon Shin, Dong-Wook Kim, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 2, pp. 77-87, Apr. 2021
10.7472/jksii.2021.22.2.77
Keywords: Explainable AI, Log anomaly detection, Bayesian Probability, Rule Extraction
482. Super Metric: Quality Assessment Methods for Immersive Video

Jong-Beom Jeong, Seunghwan Kim, Soonbin Lee, Inae Kim, Eun-Seok Ryu, Vol. 22, No. 2, pp. 51-58, Apr. 2021
10.7472/jksii.2021.22.2.51
Keywords: 3DoF+, 6DoF, Immersive Video, quality assessment, Virtual reality
483. A Research on Network Intrusion Detection based on Discrete Preprocessing Method and Convolution Neural Network

JiHoon Yoo, Byeongjun Min, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 2, pp. 29-39, Apr. 2021
10.7472/jksii.2021.22.2.29
Keywords: NSL-KDD, Network intrusion detection, CNN, Discretization of Continuous
484. A Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder

Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
10.7472/jksii.2021.22.2.1
Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning
485. COVID-19 Risk Analytics and Safe Activity Assistant Systemwith Machine Learning Algorithms

DoYeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 1, pp. 65-77, Feb. 2021
10.7472/jksii.2021.22.1.65
Keywords: COVID-19, Machine Learning, clustering, Risk Analytics, Safe Activity Assistance
486. A Study on Defense and Attack Model for Cyber Command Control System based Cyber Kill Chain

Jung-Sik Lee, Sung-Young Cho, Heang-Rok Oh, Myung-Mook Han, Vol. 22, No. 1, pp. 41-50, Feb. 2021
10.7472/jksii.2021.22.1.41
Keywords: Cyber Command Control System, Cyber Kill Chain Model, Defense Model, attack model, threat classification/analysis/prediction framework
487. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models

Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
10.7472/jksii.2021.22.1.23
Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
488. Network Intrusion Detection with One Class Anomaly Detection Model based on Auto Encoder

Byeoungjun Min, Jihoon Yoo, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 1, pp. 13-22, Feb. 2021
10.7472/jksii.2021.22.1.13
Keywords: Anomaly Detection, Network intrusion detection, Autoencoder, NSL-KDD
489. History and Trends of Data Education in Korea - KISTI Data Education Based on 2001-2019 Statistics

Jaehong Min, Sunggeun Han, Bu-young Ahn, Vol. 21, No. 6, pp. 133-139, Dec. 2020
10.7472/jksii.2020.21.6.133
Keywords: Data education, trainee, educational trends, Data usage and analysis, Data
490. Establishment and service of user analysis environment related to computational science and engineering simulation platform

Yejin Kwon, Inho Jeon, Noori On, Jerry H. Seo, Jongsuk R. Lee, Vol. 21, No. 6, pp. 123-132, Dec. 2020
10.7472/jksii.2020.21.6.123
Keywords: Challenge, Computational Science and Engineering, Platform, Simulation

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