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Search: "[ keyword: Data ]" (171)

101. 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
102. Development of Journal Recommendation Method Considering Importance of Decision Factors Based on Researchers' Paper Publication History

Yeonbin Son, Tai-Woo Chang, Yerim Choi, Vol. 20, No. 4, pp. 73-79, Aug. 2019
10.7472/jksii.2019.20.4.73
Keywords: journal recommendation, importance by decision factors, paper publication history, Machine Learning, Data Analysis
103. 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
104. Novel System Modeling and Design by using Eclectic Vehicle Charging Infrastructure based on Data-centric Analysis

Hangsub Kim, Homin Park, Taikyeong Jeong, Woongjae Lee, Vol. 20, No. 2, pp. 51-59, Apr. 2019
10.7472/jksii.2019.20.2.51
Keywords: EV Charging Infrastructure, Management System, System Modeling, Data Analysis
105. A MapReduce-Based Workflow BIG-Log Clustering Technique

Min-Hyuck Jin, Kwanghoon Pio Kim, Vol. 20, No. 1, pp. 87-96, Feb. 2019
10.7472/jksii.2019.20.1.87
Keywords: workflow process mining, structured information control nets, workflow process enactment event logs, temporal workcase, temporal worktransference, XES event stream data format, Hadoop MapReduce Framework
106. 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
107. Development and Comparison of Data Mining-based Prediction Models of Building Fire Probability

Sung-gwan Hong, Seung Ryul Jeong, Vol. 19, No. 6, pp. 101-112, Dec. 2018
10.7472/jksii.2018.19.6.101
Keywords: Fire probability prediction, fire risk, Data Mining
108. Workflow Process-Aware Data Cubes and Analysis

Min-hyuck Jin, Kwang-hoon Pio Kim, Vol. 19, No. 6, pp. 83-89, Dec. 2018
10.7472/jksii.2018.19.6.83
Keywords: process-aware datacubes, workflow process mining, workflow process analytics, temporal workcase, temporal worktransference, XES format, workflow event log data center
109. Development of Performance Evaluation Metrics of Concurrency Control in Object-Oriented Database Systems

Woochun Jun, Suk-Ki Hong, Vol. 19, No. 5, pp. 107-113, Oct. 2018
10.7472/jksii.2018.19.5.107
Keywords: Object-oriented Database, Concurrency Control, Performance Evaluation Metrics, Class Hierarchy, Class Composition Hierarchy
110. Development of a Data Reference Model for Joint Utilization of Biological Resource Research Data

Soon--chul Kwon, Seung-ryul Jeong, Vol. 19, No. 4, pp. 135-150, Aug. 2018
10.7472/jksii.2018.19.4.135
Keywords: Biological Resources, Marine Biological Resources, Research Data, Data Reference Model, Information System, Data Model Evaluation

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