Digital Library

1. 111. 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
2. 112. 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
3. 113. 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
4. 114. 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
5. 115. 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
6. 116. 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
7. 117. 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
8. 118. 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
9. 119. 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
10. 120. A Study on the Technology Utilization for Smart Education in the 4th Industrial Revolution Era
    Oakyoung Han, Jaehyoun Kim, Vol. 19, No. 4, pp. 71-82, Aug. 2018
    10.7472/jksii.2018.19.4.71
    Keywords: the 4th Industrial Revolution, Smart Education, Big data, Educational Software, Intelligent Feedback