Digital Library
Search: "[ keyword: Learning ]" (258)
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
Sign Language Dataset Built from S. Korean Government Briefing
Hohyun Sim, Horyeol Sung, Seungjae Lee, Hyeonjoong Cho KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 8, pp. 325-330,
Aug.
2022
https://doi.org/10.3745/KTSDE.2022.11.8.325
Keywords: Sign Language Recognition, Sign Language Translation, Sign Language Segmentation, Sign Language Dataset, Deep Learning
https://doi.org/10.3745/KTSDE.2022.11.8.325
Keywords: Sign Language Recognition, Sign Language Translation, Sign Language Segmentation, Sign Language Dataset, Deep Learning
Electric Power Demand Prediction Using Deep Learning Model with Temperature Data
Hyoup-Sang Yoon, Seok-Bong Jeong KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 7, pp. 307-314,
Jul.
2022
https://doi.org/10.3745/KTSDE.2022.11.7.307
Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data
https://doi.org/10.3745/KTSDE.2022.11.7.307
Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data
Design of Robot Arm for Service Using Deep Learning and Sensors
Myeong Suk Pak, Kyu Tae Kim, Mo Se Koo, Young Jun Ko, Sang Hoon Kim KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 5, pp. 221-228,
May.
2022
https://doi.org/10.3745/KTSDE.2022.11.5.221
Keywords: Robot Arm, Deep Learning, Inverse Kinematics, Force Sensor
https://doi.org/10.3745/KTSDE.2022.11.5.221
Keywords: Robot Arm, Deep Learning, Inverse Kinematics, Force Sensor
A Study on Tire Surface Defect Detection Method Using Depth Image
Hyun Suk Kim, Dong Beom Ko, Won Gok Lee, You Suk Bae KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 5, pp. 211-220,
May.
2022
https://doi.org/10.3745/KTSDE.2022.11.5.211
Keywords: Tire Defect Detection, Depth Image, Deep Learning, computer vision, image processing
https://doi.org/10.3745/KTSDE.2022.11.5.211
Keywords: Tire Defect Detection, Depth Image, Deep Learning, computer vision, image processing
Deep Learning-Based Model for Classification of Medical Record Types in EEG Report
Kyoungsu Oh, Min Kang, Seok-hwan Kang, Young-ho Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 5, pp. 203-210,
May.
2022
https://doi.org/10.3745/KTSDE.2022.11.5.203
Keywords: Deep Learning, EEG Report Classification, Natural Language Processing
https://doi.org/10.3745/KTSDE.2022.11.5.203
Keywords: Deep Learning, EEG Report Classification, Natural Language Processing
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
An Input Transformation with MFCCs and CNN Learning Based Robust Bearing Fault Diagnosis Method for Various Working Conditions
Yangjin Seo KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 4, pp. 179-188,
Apr.
2022
https://doi.org/10.3745/KTSDE.2022.11.4.179
Keywords: Bearing Fault Diagnosis, Deep Learning, Distribution Difference, MFCCs, CNN
https://doi.org/10.3745/KTSDE.2022.11.4.179
Keywords: Bearing Fault Diagnosis, Deep Learning, Distribution Difference, MFCCs, CNN
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
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).
