Digital Library
Search: "[ keyword: Learning ]" (262)
The Design and Practice of Disaster Response RL Environment Using Dimension Reduction Method for Training Performance Enhancement
Sangho Yeo, Seungjun Lee, Sangyoon Oh KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 7, pp. 263-270,
Jul.
2021
https://doi.org/10.3745/KTSDE.2021.10.7.263
Keywords: Reinforcement Learning Environment, Disaster Response Simulation, Dimension Reduction Method, PCA
https://doi.org/10.3745/KTSDE.2021.10.7.263
Keywords: Reinforcement Learning Environment, Disaster Response Simulation, Dimension Reduction Method, PCA
Black Ice Formation Prediction Model Based on Public Data in Land, Infrastructure and Transport Domain
Jeong Ho Na, Sung-Ho Yoon, Hyo-Jung Oh KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 7, pp. 257-262,
Jul.
2021
https://doi.org/10.3745/KTSDE.2021.10.7.257
Keywords: Black Ice, Public Data, Data Cleansing, Machine Learning, prediction
https://doi.org/10.3745/KTSDE.2021.10.7.257
Keywords: Black Ice, Public Data, Data Cleansing, Machine Learning, prediction
LSTM(Long Short-Term Memory)-Based AbnormalBehavior Recognition Using AlphaPose
Hyun-Jae Bae, Gyu-Jin Jang, Young-Hun Kim, Jin-Pyung Kim KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 5, pp. 187-194,
May.
2021
https://doi.org/10.3745/KTSDE.2021.10.5.187
Keywords: Safety management, Action Recognition, Pose Estimation, LSTM, Deep Learning
https://doi.org/10.3745/KTSDE.2021.10.5.187
Keywords: Safety management, Action Recognition, Pose Estimation, LSTM, Deep Learning
Evaluation of Human Demonstration Augmented Deep Reinforcement Learning Policies via Object Manipulation with an Anthropomorphic Robot Hand
Na Hyeon Park, Ji Heon Oh, Ga Hyun Ryu, Patricio Rivera Lopez, Edwin Valarezo Añazco, Tae Seong Kim KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 5, pp. 179-186,
May.
2021
https://doi.org/10.3745/KTSDE.2021.10.5.179
Keywords: Anthropomorphic Robot Hand, Deep Reinforcement Learning, Human Demonstration, Policy Optimization
https://doi.org/10.3745/KTSDE.2021.10.5.179
Keywords: Anthropomorphic Robot Hand, Deep Reinforcement Learning, Human Demonstration, Policy Optimization
Deep Learning Models for Autonomous Crack Detection System
Ji HongGeun, Kim Jina, Hwang Syjung, Kim Dogun, Park Eunil, Kim Young Seok, Ryu Seung Ki KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 5, pp. 161-168,
May.
2021
https://doi.org/10.3745/KTSDE.2021.10.5.161
Keywords: Surface Inspection, Crack Detection, computer vision, Deep Learning
https://doi.org/10.3745/KTSDE.2021.10.5.161
Keywords: Surface Inspection, Crack Detection, computer vision, Deep Learning
C-COMA: A Continual Reinforcement Learning Model for Dynamic Multiagent Environments
Kyueyeol Jung, Incheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 4, pp. 143-152,
Apr.
2021
https://doi.org/10.3745/KTSDE.2021.10.4.143
Keywords: Multiagent Reinforcement Learning, Dynamic Environment, Continual Learning, Starcraft II
https://doi.org/10.3745/KTSDE.2021.10.4.143
Keywords: Multiagent Reinforcement Learning, Dynamic Environment, Continual Learning, Starcraft II
Deep Learning Description Language for Referring to Analysis Model Based on Trusted Deep Learning
Jong Hyeok Mun, Do Hyung Kim, Jong Sun Choi, Jae Young Choi KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 4, pp. 133-142,
Apr.
2021
https://doi.org/10.3745/KTSDE.2021.10.4.133
Keywords: Trusted Deep Learning, Model Reference, Deep Learning Description Language, Traffic Situation Analysis Model
https://doi.org/10.3745/KTSDE.2021.10.4.133
Keywords: Trusted Deep Learning, Model Reference, Deep Learning Description Language, Traffic Situation Analysis Model
A Comparative Study of Machine Learning Algorithms Using LID-DS DataSet
Park DaeKyeong, Ryu KyungJoon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 3, pp. 91-98,
Mar.
2021
https://doi.org/10.3745/KTSDE.2021.10.3.91
Keywords: Machine Learning, HIDS, NIDS, LID-DS
https://doi.org/10.3745/KTSDE.2021.10.3.91
Keywords: Machine Learning, HIDS, NIDS, LID-DS
1D CNN and Machine Learning Methods for Fall Detection
Inkyung Kim, Daehee Kim, Song Noh, Jaekoo Lee KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 3, pp. 85-90,
Mar.
2021
https://doi.org/10.3745/KTSDE.2021.10.3.85
Keywords: Machine Learning, Deep Learning, Fall Detection, 1D Convolutional Neural Network
https://doi.org/10.3745/KTSDE.2021.10.3.85
Keywords: Machine Learning, Deep Learning, Fall Detection, 1D Convolutional Neural Network
Hangul Font Dataset for Korean Font Research Based on Deep Learning
Debbie Honghee Ko, Hyunsoo Lee, Jungjae Suk, Ammar Ul Hassan, Jaeyoung Choi KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 2, pp. 73-78,
Feb.
2021
https://doi.org/10.3745/KTSDE.2021.10.2.73
Keywords: Deep Learning, Font Data, Automatic Font Generation, Hangul Font Dataset, Hangul Font
https://doi.org/10.3745/KTSDE.2021.10.2.73
Keywords: Deep Learning, Font Data, Automatic Font Generation, Hangul Font Dataset, Hangul Font
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).
