JIITA, vol.6 no.1, p.505-512, 2022, DOI: 10.22664/ISITA.2021.6.1.505 Minuk Jeong 1), Yoosoo Oh 1,*)1) Dept. of ICT Convergence, Dept. of AI, Daegu University, Gyeongsan-si, Republic of Korea Abstract: The incidence of lung cancer is increasing every year, and the first cause of death due to cancer is lung cancer. From 2012 to 2016, the most misdiagnosed […]
Vol.6 No.1
Decision Tree Development with Hierarchical Structure and its Optimization: A solution to overfitting
JIITA, vol.6 no.1, p.513-522, 2022, DOI: 10.22664/ISITA.2021.6.1.513 Yeheng Ma 1), Sanghyuk Lee 1*)1) Department of Mechatronics and Robotics, School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, China Abstract: A decision tree design is carried out with the hierarchical structure. Specifically, K-fold and random forest algorithm is considered to overcome overfitting problem. Because of the existing […]
Avoidance of Interrupt on Ascent of Various Technologies in Feminine Tracking System
JIITA, vol.6 no.1, p.523-534, 2022, DOI: 10.22664/ISITA.2021.6.1.523 Dr. S. Karunya 1,*), Dr. T. Velmurugan 2)1) Department of Computer Applications, Dwaraka Doss Goverdhan Doss Vaishnav College, Chennai, India2) PG and Research Department of Computer Science, Dwaraka Doss Goverdhan Doss Vaishnav College, Chennai, India Abstract: In recent accent women and girls safety are questioned to be in […]
Design and Implementation of Deep Learning-Based Body Imbalance Diagnosis System by Shoe Outsole Abrasion
JIITA, vol.6 no.1, p.535-537, 2022, DOI: 10.22664/ISITA.2021.6.1.535 Hangyu Hong 1), Minuk Jeong 2) Yoosoo Oh 3,*) 1) 2) 3) School of Artificial Intelligence, Daegu University, Gyeongasn-si, Republic of Korea Abstract: This paper proposes a body imbalance diagnosis system. The proposed system was learned through the CNN algorithm. The proposed system accepts outsole pictures from a […]
Design of Delineator System for Remote Vehicle Entry Detection and Notification
JIITA, vol.6 no.1, p.538-546, 2022, DOI: 10.22664/ISITA.2021.6.1.538 Jaeyeong Jung1), In Kyung Kim2), Junho Yeo*3), Jeong Tak Ryu1) 1) Department of electronics engineering, Daegu university, Gyeongsan, Korea2) DEXCREW, Daegu, Korea3) Department of information and communication engineering, Daegu university, Gyeongsan, Korea Abstract: In this paper, a design of a delineator system for remote vehicle entry detection and […]