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Search: "[ keyword: Learning ]" (152)

61. Random Balance between Monte Carlo and Temporal Difference in off-policy Reinforcement Learning for Less Sample-Complexity

Chayoung Kim, Seohee Park, Woosik Lee, Vol. 21, No. 5, pp. 1-7, Oct. 2020
10.7472/jksii.2020.21.5.1
Keywords: Deep Q-Network, Temporal Difference, Monte Carlo, Reinforcement Learning, Variation and Bias Balance
62. 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
63. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System

Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
10.7472/jksii.2020.21.4.117
Keywords: Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
64. Intelligent Railway Detection Algorithm Fusing Image Processing and Deep Learning for the Prevent of Unusual Events

Ju-ho Jung, Da-hyeon Kim, Chul-su Kim, Ryum-duck Oh, Jun-ho Ahn, Vol. 21, No. 4, pp. 109-116, Aug. 2020
10.7472/jksii.2020.21.4.109
Keywords: Rapid-transit railway, Railway, Deep Learning, Fusion
65. A Study on the Feature of Using Media for Education through Longitudinal Data Analysis

Gyun Heo, Vol. 21, No. 4, pp. 77-85, Aug. 2020
10.7472/jksii.2020.21.4.77
Keywords: longitudinal data analysis, usage of educational media, use for learning, use for information, use for game
66. A Comparative Study on the Effective Deep Learning for Fingerprint Recognition with Scar and Wrinkle

JunSeob Kim, BeanBonyka Rim, Nak-Jun Sung, Min Hong, Vol. 21, No. 4, pp. 17-23, Aug. 2020
10.7472/jksii.2020.21.4.17
Keywords: Deep Learning, Biometric information, 2D Convolutional Neural Network, discriminating of scar fingerprint, discriminating of wrinkle fingerprint
67. Deep Learning-based Abnormal Behavior Detection System for Dementia Patients

Kookjin Kim, Seungjin Lee, Sungjoong Kim, Jaegeun Kim, Dongil Shin, Dong-kyoo shin, Vol. 21, No. 3, pp. 133-144, Jun. 2020
10.7472/jksii.2020.21.3.133
Keywords: Abnomaly detection, deep-learning, Autoencoder, Long Short-Term Memory models
68. Real-time Human Pose Estimation using RGB-D images and Deep Learning

Beanbonyka Rim, Nak-Jun Sung, Jun Ma, Yoo-Joo Choi, Min Hong, Vol. 21, No. 3, pp. 113-121, Jun. 2020
10.7472/jksii.2020.21.3.113
Keywords: Human Pose Estimation, human skeleton tracking, Keypoint Localization, Deep Learning
69. LSTM-based Business Process Remaining Time Prediction Model Featured in Activity-centric Normalization Techniques

Seong-Hun Ham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 21, No. 3, pp. 83-92, Jun. 2020
10.7472/jksii.2020.21.3.83
Keywords: predictive process monitoring, remaining time prediction, LSTM model, Deep Learning, Process Mining
70. A study on evaluation method of NIDS datasets in closed military network

Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
10.7472/jksii.2020.21.2.121
Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning

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