Digital Library
Search: "[ keyword: Learning ]" (262)
Analysis of Disaster Safety Situation Classification Algorithm Based on Natural Language Processing Using 119 Calls Data
Su-Jeong Kwon, Yun-Hee Kang, Yong-Hak Lee, Min-Ho Lee, Seung-Ho Park, Myung-Ju Kang KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 10, pp. 317-322,
Oct.
2020
https://doi.org/10.3745/KTSDE.2020.9.10.317
Keywords: Artificial intelligence, emergency response, Natural Language Processing, Situation Classification, Machine Learning
https://doi.org/10.3745/KTSDE.2020.9.10.317
Keywords: Artificial intelligence, emergency response, Natural Language Processing, Situation Classification, Machine Learning
Mortality Prediction of Older Adults Using Random Forest and Deep Learning
Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 10, pp. 309-316,
Oct.
2020
https://doi.org/10.3745/KTSDE.2020.9.10.309
Keywords: Mortality Prediction, Convolutional Neural Network, Random Forest, Feature selection, Deep Learning
https://doi.org/10.3745/KTSDE.2020.9.10.309
Keywords: Mortality Prediction, Convolutional Neural Network, Random Forest, Feature selection, Deep Learning
Implementation of Low Cost Interactive WhiteBoard System for Improving Teaching-Learning Environment
Kyung Yeul Kim, Ji Su Park KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 9, pp. 291-296,
Sep.
2020
https://doi.org/10.3745/KTSDE.2020.9.9.291
Keywords: Interactive WhigteBoard, Teaching-Learning, IT Technology, Interaction, Digital Media
https://doi.org/10.3745/KTSDE.2020.9.9.291
Keywords: Interactive WhigteBoard, Teaching-Learning, IT Technology, Interaction, Digital Media
Hybrid Learning for Vision-and-Language Navigation Agents
Suntaek Oh, Incheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 9, pp. 281-290,
Sep.
2020
https://doi.org/10.3745/KTSDE.2020.9.9.281
Keywords: Vision-and-Language Navigation, Hybrid Learning, Path-Based Reward Function
https://doi.org/10.3745/KTSDE.2020.9.9.281
Keywords: Vision-and-Language Navigation, Hybrid Learning, Path-Based Reward Function
Digital Mirror System with Machine Learning and Microservices
Myeong Ho Song, Soo Dong Kim KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 9, pp. 267-280,
Sep.
2020
https://doi.org/10.3745/KTSDE.2020.9.9.267
Keywords: Digital Mirror, Face Recognition, Age Detection, Emotion Detection, Microservice, Machine Learning
https://doi.org/10.3745/KTSDE.2020.9.9.267
Keywords: Digital Mirror, Face Recognition, Age Detection, Emotion Detection, Microservice, Machine Learning
Performance Improvement Method of Convolutional Neural Network Using Agile Activation Function
Na Young Kong, Young Min Ko, Sun Woo Ko KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 7, pp. 213-220,
Jul.
2020
https://doi.org/10.3745/KTSDE.2020.9.7.213
Keywords: Convolutional Neural Network, Agile Activation Function, Backpropagation, Learning
https://doi.org/10.3745/KTSDE.2020.9.7.213
Keywords: Convolutional Neural Network, Agile Activation Function, Backpropagation, Learning
Tor Network Website Fingerprinting Using Statistical-Based Feature and Ensemble Learning of Traffic Data
Junho Kim, Wongyum Kim, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 6, pp. 187-194,
Jun.
2020
https://doi.org/10.3745/KTSDE.2020.9.6.187
Keywords: Anonymous Network, Traffic Collection, Website Fingerprinting, Ensemble Algorithm, Machine Learning
https://doi.org/10.3745/KTSDE.2020.9.6.187
Keywords: Anonymous Network, Traffic Collection, Website Fingerprinting, Ensemble Algorithm, Machine Learning
An Efficient Deep Learning Based Image Recognition Service System Using AWS Lambda Serverless Computing Technology
Hyunchul Lee, Sungmin Lee, Kangseok Kim KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 6, pp. 177-186,
Jun.
2020
https://doi.org/10.3745/KTSDE.2020.9.6.177
Keywords: Deep Learning, Serverless Computing, AWS Lambda Server, Cold Start Time, capacity limitation
https://doi.org/10.3745/KTSDE.2020.9.6.177
Keywords: Deep Learning, Serverless Computing, AWS Lambda Server, Cold Start Time, capacity limitation
Prediction of English Premier League Game Using an Ensemble Technique
Yi Jae Hyun, Lee Soo Won KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 5, pp. 161-168,
May.
2020
https://doi.org/10.3745/KTSDE.2020.9.5.161
Keywords: Machine Learning, Artificial intelligence, Sports Game Prediction, Ensemble Technique, Data Analysis
https://doi.org/10.3745/KTSDE.2020.9.5.161
Keywords: Machine Learning, Artificial intelligence, Sports Game Prediction, Ensemble Technique, Data Analysis
Hourly Prediction of Particulate Matter (PM2.5) Concentration Using Time Series Data and Random Forest
Deukwoo Lee, Soowon Lee KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 4, pp. 129-136,
Apr.
2020
https://doi.org/10.3745/KTSDE.2020.9.4.129
Keywords: Particulate Matter, PM2.5, Time Series Data, Machine Learning, Random Forest
https://doi.org/10.3745/KTSDE.2020.9.4.129
Keywords: Particulate Matter, PM2.5, Time Series Data, Machine Learning, Random Forest
Indexing
All publications of KTSDE is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.
KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
