Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, Mar. 2018


Effective Harmony Search-Based Optimization of Cost-Sensitive Boosting for Improving the Performance of Cross-Project Defect Prediction
Duksan Ryu, Jongmoon Baik
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 77-90, Mar. 2018
10.3745/KTSDE.2018.7.3.77
Keywords: Cost-Sensitive Boosting, Cross-Project Defect Prediction, Harmony Search, Search-Based Software Engineering, Transfer Learning

Noise-Robust Porcine Respiratory Diseases Classification Using Texture Analysis and CNN
Yongju Choi, Jonguk Lee, Daihee Park, Yongwha Chung
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 91-98, Mar. 2018
10.3745/KTSDE.2018.7.3.91
Keywords: Porcine Respiratory Diseases, Noise Robustness, Sound Analysis, Dominant Neighborhood Structure, Convolutional Neural Network

Comparison of Performance Between Incremental and Batch Learning Method for Information Analysis of Cyber Surveillance and Reconnaissance
Gyeong-Il Shin, Hosang Yooun, DongIl Shin, DongKyoo Shin
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 99-106, Mar. 2018
10.3745/KTSDE.2018.7.3.99
Keywords: Cyber ISR, Incremental Learning Method, Batch Learning Method

Optical Flow-Based Marker Tracking Algorithm for Collaboration Between Drone and Ground Vehicle
Jong-Hwan Beck, Sang-Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 107-112, Mar. 2018
10.3745/KTSDE.2018.7.3.107
Keywords: Marker Tracking, Optical Flow, Robot Collaboration, Keypoint Detection

An Architecture for Managing Faulty Sensing Data on Low Cost Sensing Devices over Manufacturing Equipments
Yuna Chae, Changi Kim, Haram Ko, Woongsup Kim
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 113-120, Mar. 2018
10.3745/KTSDE.2018.7.3.113
Keywords: Manufacturing Equipment, Monitoring, Unstructured Data, Faulty Signal