Digital Library
Search: "[ keyword: 학습 ]" (205)
Development of Mobile Application Prototype Inducing Learner’s Attention
Kyoung Eui Roh, Chan Haeng Lee, Ji Su Park, Jin Gon Shon KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 9, pp. 391-398,
Sep.
2022
https://doi.org/10.3745/KTSDE.2022.11.9.391
Keywords: Learner’s Attention, Learning Effect, Learner’s Emotion, Non face-to-face class, application
https://doi.org/10.3745/KTSDE.2022.11.9.391
Keywords: Learner’s Attention, Learning Effect, Learner’s Emotion, Non face-to-face class, application
Grasping a Target Object in Clutter with an Anthropomorphic Robot Hand via RGB-D Vision Intelligence, Target Path Planning and Deep Reinforcement Learning
Ga Hyeon Ryu, Ji-Heon Oh, Jin Gyun Jeong, Hwanseok Jung, Jin Hyuk Lee, Patricio Rivera Lopez, Tae-Seong Kim KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 9, pp. 363-370,
Sep.
2022
https://doi.org/10.3745/KTSDE.2022.11.9.363
Keywords: Anthropomorphic Robot Hand, Reinforcement Learning, Path Planning, Object Detection
https://doi.org/10.3745/KTSDE.2022.11.9.363
Keywords: Anthropomorphic Robot Hand, Reinforcement Learning, Path Planning, Object Detection
Forest Change Detection Service Based on Artificial Intelligence Learning Data
Hankun Chung, Jong-in Kim, Sun Young Ko, Seunggi Chai, Youngtae Shin KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 8, pp. 347-354,
Aug.
2022
https://doi.org/10.3745/KTSDE.2022.11.8.347
Keywords: Artificial intelligence, Learning Data, Forest Tree Species, Forest Change Detection, Aerial Photographs
https://doi.org/10.3745/KTSDE.2022.11.8.347
Keywords: Artificial intelligence, Learning Data, Forest Tree Species, Forest Change Detection, Aerial Photographs
Explainable Photovoltaic Power Forecasting Scheme Using BiLSTM
Sungwoo Park, Seungmin Jung, Jaeuk Moon, Eenjun Hwang KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 8, pp. 339-346,
Aug.
2022
https://doi.org/10.3745/KTSDE.2022.11.8.339
Keywords: Smart Grid, Photovoltaic Power Forecasting, Deep Learning, Explainable Artificial Intelligence
https://doi.org/10.3745/KTSDE.2022.11.8.339
Keywords: Smart Grid, Photovoltaic Power Forecasting, Deep Learning, Explainable Artificial Intelligence
Evaluating SR-Based Reinforcement Learning Algorithm Under the Highly Uncertain Decision Task
Kim So Hyeon, Lee Jee Hang KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 8, pp. 331-338,
Aug.
2022
https://doi.org/10.3745/KTSDE.2022.11.8.331
Keywords: SR Based Reinforcement Learning Algorithm, 2-Stage Markov Decision Task, State Transition Probability, Reward Function
https://doi.org/10.3745/KTSDE.2022.11.8.331
Keywords: SR Based Reinforcement Learning Algorithm, 2-Stage Markov Decision Task, State Transition Probability, Reward Function
IoT Malware Detection and Family Classification Using Entropy Time Series Data Extraction and Recurrent Neural Networks
Youngho Kim, Hyunjong Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 5, pp. 197-202,
May.
2022
https://doi.org/10.3745/KTSDE.2022.11.5.197
Keywords: Internet of Things, Machine Learning, Malware detection, Malware Family Classification
https://doi.org/10.3745/KTSDE.2022.11.5.197
Keywords: Internet of Things, Machine Learning, Malware detection, Malware Family Classification
Korean Morphological Analysis Method Based on BERT-Fused Transformer Model
Changjae Lee, Dongyul Ra KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 4, pp. 169-178,
Apr.
2022
https://doi.org/10.3745/KTSDE.2022.11.4.169
Keywords: Natural Language Processing, Morphological Analysis, Transfer Learning, Transformer, BERT-fused Model
https://doi.org/10.3745/KTSDE.2022.11.4.169
Keywords: Natural Language Processing, Morphological Analysis, Transfer Learning, Transformer, BERT-fused Model
Effective Utilization of Domain Knowledge for Relational Reinforcement Learning
MinKyo Kang, InCheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 3, pp. 141-148,
Mar.
2022
https://doi.org/10.3745/KTSDE.2022.11.3.141
Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability
https://doi.org/10.3745/KTSDE.2022.11.3.141
Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability
Comparison of Korean Classification Models’ Korean Essay Score Range Prediction Performance
Heeryon Cho, Hyeonyeol Im, Yumi Yi, Junwoo Cha KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 3, pp. 133-140,
Mar.
2022
https://doi.org/10.3745/KTSDE.2022.11.3.133
Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification
https://doi.org/10.3745/KTSDE.2022.11.3.133
Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification
Temporal Fusion Transformers and Deep Learning Methodsfor Multi-Horizon Time Series Forecasting
InKyung Kim, DaeHee Kim, Jaekoo Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 2, pp. 81-86,
Feb.
2022
https://doi.org/10.3745/KTSDE.2022.11.2.81
Keywords: Time Series, Multi-variate Data Analysis, Multi-horizon Forecasting, Deep Learning, Neural Networks
https://doi.org/10.3745/KTSDE.2022.11.2.81
Keywords: Time Series, Multi-variate Data Analysis, Multi-horizon Forecasting, Deep Learning, Neural Networks
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).
