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Search: "[ keyword: 학습 ]" (67)

21. KISTI-ML Platform: A Community-based Rapid AI Model Development Tool for Scientific Data

Jeongcheol Lee, Sunil Ahn, Vol. 20, No. 6, pp. 73-84, Dec. 2019
10.7472/jksii.2019.20.6.73
Keywords: Machine Learning, Big data, MLaaS, Platform, Scientific Data
22. The prediction of appearance of jellyfish through Deep Neural Network

CHEOLHUN HWANG, Myung-Mook Han, Vol. 20, No. 5, pp. 1-8, Oct. 2019
10.7472/jksii.2019.20.5.1
Keywords: deep neural network, Bootstrapping, Data Expansion, Transfer Learning, Random Forest, Sequence Forward Selection
23. 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
24. Variable Selection of Feature Pattern using SVM-based Criterion with Q-Learning in Reinforcement Learning

Chayoung Kim, Vol. 20, No. 4, pp. 21-27, Aug. 2019
10.7472/jksii.2019.20.4.21
Keywords: Support-Vector Machine, RNA sequencing Big-Data, Support Vector Machine-Recursive Feature Elimination, Q-learning, Reinforcement Learning
25. Semantic Indoor Image Segmentation using Spatial Class Simplification

Jung-hwan Kim, Hyung-il Choi, Vol. 20, No. 3, pp. 33-41, Jun. 2019
10.7472/jksii.2019.20.3.33
Keywords: Semantic image segmentation, Indoor space structure, Machine Learning
26. 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.
27. Handwritten One-time Password Authentication SystemBased On Deep Learning

Zhun Li, HyeYoung Lee, Youngjun Lee, Sooji Yoon, Byeongil Bae, Ho-Jin Choi, Vol. 20, No. 1, pp. 25-37, Feb. 2019
10.7472/jksii.2019.20.1.25
Keywords: Deep Learning, Handwriting Recognition, Writer Verification, Authentication System, One-time password, FIDO
28. Personal Credit Evaluation System through Telephone Voice Analysis: By Support Vector Machine

Hyungwoo Park, Vol. 19, No. 6, pp. 63-72, Dec. 2018
10.7472/jksii.2018.19.6.63
Keywords: Voice analysis, Voice credit rating, Voice characteristics, Machine Learning, Support Vector Machine
29. The Identification Framework for source code author using Authorship Analysis and CNN

Gun-Yoon Shin, Dong-Wook Kim, Sung-sam Hong, Myung-Mook Han, Vol. 19, No. 5, pp. 33-41, Oct. 2018
10.7472/jksii.2018.19.5.33
Keywords: Author Identification, Authorship Analysis, Convolutional Neural Network, Machine Learning, Code Analysis
30. Study on High-speed Cyber Penetration Attack Analysis Technology based on Static Feature Base Applicable to Endpoints

Jun-ho Hwang, Seon-bin Hwang, Su-jeong Kim, Tae-jin Lee, Vol. 19, No. 5, pp. 21-31, Oct. 2018
10.7472/jksii.2018.19.5.21
Keywords: Malware, Static Analysis, deep neural network

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