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541. A Platform Providing Interactive Signage Based on Edge-cloud Cooperation

Jaewon Moon, Seungwoo Kum, Sangwon Lee, Vol. 20, No. 2, pp. 39-49, Apr. 2019
10.7472/jksii.2019.20.2.39
Keywords: Context, Interactive Digital Signage, Edge-Cloud cooperation
542. Intelligent Abnormal Event Detection Algorithm for Single Households at Home via Daily Audio and Vision Patterns

Juho Jung, Junho Ahn, Vol. 20, No. 1, pp. 77-86, Feb. 2019
10.7472/jksii.2019.20.1.77
Keywords: vision, image processing, Audio, Fusion, pattern, Single Households, Daily behavior
543. 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.
544. Implementation Method for DASH-based Free-viewpoint Video Streaming System

Minjae Seo, Jong-ho Paik, Vol. 20, No. 1, pp. 47-55, Feb. 2019
10.7472/jksii.2019.20.1.47
Keywords: Free-viewpoint Video, DASH, Multi-viewpoint, FVV, streaming service, Immersive Video
545. Exploring Environmental Factors Affecting Strawberry Yield Using Pattern Recognition Techniques

Wanhyun Cho, Yuha Park, Myung Hwan Na, Don-Woo Choi, Vol. 20, No. 1, pp. 39-46, Feb. 2019
10.7472/jksii.2019.20.1.39
Keywords: Strawberry yields, Environmental factors, Graphic Analysis Method, Dynamic time warping, Multidimensional Scaling Method
546. A Longitudinal Study on Customers’ Usable Features and Needs of Activity Trackers as IoT based Devices

Suk-Ki Hong, Sang-Chul Yoon, Vol. 20, No. 1, pp. 17-24, Feb. 2019
10.7472/jksii.2019.20.1.17
Keywords: Internet of Things (IoT), Activity Trackers, longitudinal study, Variance of Analysis (ANOVA), Word Clouding Technique
547. Implementation of an Environmental Monitoring System based on LoRa for Smart Field Irrigation

Byungsoon Kim, Vol. 20, No. 1, pp. 11-16, Feb. 2019
10.7472/jksii.2019.20.1.11
Keywords: wireless network, environmental monitoring, precision agriculture, weather forecast acquisition
548. Feature-selection algorithm based on genetic algorithms using unstructured data for attack mail identification

Sung-Sam Hong, Dong-Wook Kim, Myung-Mook Han, Vol. 20, No. 1, pp. 1-10, Feb. 2019
10.7472/jksii.2019.20.1.01
Keywords: Security, Unstructured Data, Intelligent Data Analysis, Feature selection, Attack Mail
549. Comparison of Hazard Analysis for Medical Device System

Bo-yoon Choi, Byong-gul Lee, Hyuk-soo Han, Vol. 19, No. 6, pp. 133-145, Dec. 2018
10.7472/jksii.2018.19.6.133
Keywords: Hazard analysis, PHA, STPA
550. 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

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