Digital Library
Search: "[ keyword: Learning ]" (309)
Comparison of Machine Learning-Based Greenhouse VPD Prediction Models
Jang Kyeong Min, Lee Myeong Bae, Lim Jong Hyun, Oh Han Byeol, Shin Chang Sun, Park Jang Woo KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 3, pp. 125-132,
Mar.
2023
https://doi.org/10.3745/KTSDE.2023.12.3.125
Keywords: Machine Learning, Vapor Pressure Deficit(VPD), Prediction Model, Smart Farm, Light Gradient Boosting Machine(LGBM), RandomForest
https://doi.org/10.3745/KTSDE.2023.12.3.125
Keywords: Machine Learning, Vapor Pressure Deficit(VPD), Prediction Model, Smart Farm, Light Gradient Boosting Machine(LGBM), RandomForest
Malicious Traffic Classification Using Mitre ATT&CK and Machine Learning Based on UNSW-NB15 Dataset
Yoon Dong Hyun, Koo Ja Hwan, Won Dong Ho KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 2, pp. 99-110,
Feb.
2023
https://doi.org/10.3745/KTSDE.2023.12.2.99
Keywords: Machine Learning, MITRE ATT&CK, UNSW-NB15, Network Traffic Classification, Network Security Monitoring
https://doi.org/10.3745/KTSDE.2023.12.2.99
Keywords: Machine Learning, MITRE ATT&CK, UNSW-NB15, Network Traffic Classification, Network Security Monitoring
The Application Methods of FarmMap Reading in Agricultural Land Using Deep Learning
Wee Seong Seung, Jung Nam Su, Lee Won Suk, Shin Yong Tae KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 2, pp. 77-82,
Feb.
2023
https://doi.org/10.3745/KTSDE.2023.12.2.77
Keywords: Deep Learning, Agricultural Land, FarmMap, Aviation Image
https://doi.org/10.3745/KTSDE.2023.12.2.77
Keywords: Deep Learning, Agricultural Land, FarmMap, Aviation Image
Semantic Occlusion Augmentation for Effective Human Pose Estimation
Hyun-Jae Bae, Jin-Pyung Kim, Jee-Hyong Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 12, pp. 517-524,
Dec.
2022
https://doi.org/10.3745/KTSDE.2022.11.12.517
Keywords: data augmentation, occlusion, Human Pose Estimation, Deep Learning
https://doi.org/10.3745/KTSDE.2022.11.12.517
Keywords: data augmentation, occlusion, Human Pose Estimation, Deep Learning
CKFont2: An Improved Few-Shot Hangul Font Generation Model Based on Hangul Composability
Jangkyoung Park, Ammar Ul Hassan, Jaeyoung Choi KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 12, pp. 499-508,
Dec.
2022
https://doi.org/10.3745/KTSDE.2022.11.12.499
Keywords: Deep Learning, Few-shot, Initial/Middle/Final Components, CKFont, Korean 14 Characters
https://doi.org/10.3745/KTSDE.2022.11.12.499
Keywords: Deep Learning, Few-shot, Initial/Middle/Final Components, CKFont, Korean 14 Characters
A Specification-Based Methodology for Data Collection in Artificial Intelligence System
Donggi Kim, Byunggi Choi, Jaeho Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 11, pp. 479-488,
Nov.
2022
https://doi.org/10.3745/KTSDE.2022.11.11.479
Keywords: Intelligence System, Machine Learning, Data Collection, Automation, Reusability
https://doi.org/10.3745/KTSDE.2022.11.11.479
Keywords: Intelligence System, Machine Learning, Data Collection, Automation, Reusability
Exploiting Korean Language Model to Improve Korean Voice Phishing Detection
Milandu Keith Moussavou Boussougou, Dong-Joo Park KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 10, pp. 437-446,
Oct.
2022
https://doi.org/10.3745/KTSDE.2022.11.10.437
Keywords: KoBERT, NLP, Text Classification, Machine Learning, Deep Learning
https://doi.org/10.3745/KTSDE.2022.11.10.437
Keywords: KoBERT, NLP, Text Classification, Machine Learning, Deep Learning
Predicting the Future Price of Export Items in Trade Using a Deep Regression Model
Kim Ji Hun, Lee Jee Hang KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 10, pp. 427-436,
Oct.
2022
https://doi.org/10.3745/KTSDE.2022.11.10.427
Keywords: KOTRA, BigData, Ministry of Trade Industry and Energy, Deep Learning, Multi Layer Perception
https://doi.org/10.3745/KTSDE.2022.11.10.427
Keywords: KOTRA, BigData, Ministry of Trade Industry and Energy, Deep Learning, Multi Layer Perception
Deep Learning-Based Outlier Detection and Correction for 3D Pose Estimation
Chan-Yang Ju, Ji-Sung Park, Dong-Ho Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 10, pp. 419-426,
Oct.
2022
https://doi.org/10.3745/KTSDE.2022.11.10.419
Keywords: Human Pose Estimation, Pose Refinement, Deep Learning
https://doi.org/10.3745/KTSDE.2022.11.10.419
Keywords: Human Pose Estimation, Pose Refinement, Deep Learning
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
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).
