JIITA, vol.6 no.2, p.547-556, 2022, DOI: 10.22664/ISITA.2021.6.2.574 Zhongnan Liu1) and Sanghyuk Lee* 1) 1) Department of Mechatronics and Robotics, School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, China Abstract: The research on the consensus protocol design has been carried out for the leaderless networked system in this paper. When a specific node detects new information […]
Vol.6 No.2
Design of data preprocessing recommendation algorithm for deep learning model learning
JIITA, vol.6 no.2, p.557-566, 2022, DOI: 10.22664/ISITA.2021.6.2.557 Hyeonji Kim 1), Yoosoo Oh 2,*) 1,2) Dept.of ICT Convergence, Dept. of AI, Daegu University, Gyeongsan-si, Republic of Korea Abstract: In machine learning and deep learning models, accuracy is determined by preprocessing of data. So the data preprocessing process is critical to learning in machine learning and deep […]
Natural Language Processing Techniques for Automatic Transfer Credit Evaluation
JIITA, vol.6 no.2, p.567-573, 2022, DOI: Sang C. Suh, James A. Avery Department of Computer Science, Texas A&M University–Commerce, U.S.A. Abstract: Transfer credit evaluation is the process of mapping postsecondary courses taken by a student at one institution to courses at another institution to which they have transferred. It is a time-consuming and potentially errorprone […]
Optimal Shoulder Joint Position Estimation Using Extended Kalman Filter based SLAM
JIITA, vol.6 no.2, p.574-578, 2022, DOI: 10.22664/ISITA.2021.6.2.574 Bokku Kang1), Jong Cheol Lee2), Jae Seong Yoon2), Hyunki Lee2,*) 1) School of Mechanical Engineering, College of Engineering, Kyungpook National University, Daegu, South Korea2) Division of Intelligent Robotics, Daegu Gyeongbuk Institute of Science & Technology, Daegu, South Korea Abstract: Skeleton tracking algorithms[1] can be applied in various fields […]