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Search: "[ keyword: Deep Learning ]" (38)

1. Leveraging Big Data for Spark Deep Learning to Predict Rating

Monika Mishra, Mingoo Kang, Jongwook Woo, Vol. 21, No. 6, pp. 33-39, Dec. 2020
10.7472/jksii.2020.21.6.33
Keywords: Big data, Deep Learning, Spark, Analytics Zoo, Amazon EMR, Machine Learning, Recommendation
2. An LSTM Neural Network Model for Forecasting Daily Peak Electric Load of EV Charging Stations

Haesung Lee, Byungsung Lee, Hyun Ahn, Vol. 21, No. 5, pp. 119-127, Oct. 2020
10.7472/jksii.2020.21.5.119
Keywords: EV, Peak electric load, Load forecasting, Deep Learning, LSTM
3. Deep Learning-Based User Emergency Event Detection Algorithms Fusing Vision, Audio, Activity and Dust Sensors

Ju-ho Jung, Do-hyun Lee, Seong-su Kim, Jun-ho Ahn, Vol. 21, No. 5, pp. 109-118, Oct. 2020
10.7472/jksii.2020.21.5.109
Keywords: vision, Audio, Activity, Dust, Sensors, Deep Learning, abnormal event, patterns
4. A method of generating virtual shadow dataset of buildings for the shadow detection and removal

Kangjik Kim, Junchul Chun, Vol. 21, No. 5, pp. 49-56, Oct. 2020
10.7472/jksii.2020.21.5.49
Keywords: Unity3D, Shadow Dataset, Deep Learning, Satellite shadow data, Building shadow data
5. Empirical Comparison of Deep Learning Networks on Backbone Method of Human Pose Estimation

Beanbonyka Rim, Junseob Kim, Yoo-Joo Choi, Min Hong, Vol. 21, No. 5, pp. 21-29, Oct. 2020
10.7472/jksii.2020.21.5.21
Keywords: Deep Learning, Human Pose Estimation, CNN, VGG, ResNet
6. 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
7. 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
8. 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
9. 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
10. 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

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