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Search: "[ keyword: Classification ]" (50)

41. 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
42. 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
43. 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
44. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities

Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020
10.7472/jksii.2020.21.4.127
Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
45. Pedestrian Classification using CNN's Deep Features and Transfer Learning

Soyoung Chung, Min Gyo Chung, Vol. 20, No. 4, pp. 91-102, Aug. 2019
10.7472/jksii.2019.20.4.91
Keywords: Pedestrian Classification, Transfer Learning, Deep Features, CNN, INRIA Person Data Set
46. Short Text Classification for Job Placement Chatbot by T-EBOW

Jeongrae Kim, Han-joon Kim, Jeong Kyoung Hee, Vol. 20, No. 2, pp. 93-100, Apr. 2019
10.7472/jksii.2019.20.2.93
Keywords: Job placement, Chatbot, Short text, Classification
47. Development of Supervised Machine Learning based Catalog Entry Classification and Recommendation System

Hyung-Woo Lee, Vol. 20, No. 1, pp. 57-65, Feb. 2019
10.7472/jksii.2019.20.1.57
Keywords: Catalog Entry Auto-Recommendation, Online B2B Shopping Mall, Supervised Machine Learning, Morphological Analysis, Naive Bayes Classification Algorithm.
48. An Improved Image Classification Using Batch Normalization and CNN

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018
10.7472/jksii.2018.19.3.35
Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning
49. Development of IoT Service Classification Method based on Service Operation Characteristic

Jeong hoon Jo, HwaMin Lee, Dae won Lee, Vol. 19, No. 2, pp. 17-26, Apr. 2018
10.7472/jksii.2018.19.2.17
Keywords: Internet of thing(IoT), IoT service classification, clustering, K-means algorithm
50. Malware Application Classification based on Feature Extraction and Machine Learning for Malicious Behavior Analysis in Android Platform

Dong-Wook Kim, Kyung-Gi Na, Myung-Mook Han, Mijoo Kim, Woong Go, Jun Hyung Park, Vol. 19, No. 1, pp. 27-36, Feb. 2018
10.7472/jksii.2018.19.1.27
Keywords: Android, Behivavr Analysis, feature extraction, Correlation Analysis, Malware Application Classification

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