Digital Library
Search: "[ keyword: Convolutional Neural Network ]" (15)
Fake News Detection Using CNN-based Sentiment Change Patterns
Tae Won Lee, Ji Su Park, Jin Gon Shon KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 4, pp. 179-188,
Apr.
2023
https://doi.org/10.3745/KTSDE.2023.12.4.179
Keywords: Convolutional neural networks, Sentiment Change Patterns, fake news
https://doi.org/10.3745/KTSDE.2023.12.4.179
Keywords: Convolutional neural networks, Sentiment Change Patterns, fake news
Performance Improvement Method of Convolutional Neural Network Using Combined Parametric Activation Functions
Young Min Ko, Peng Hang Li, Sun Woo Ko KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 9, pp. 371-380,
Sep.
2022
https://doi.org/10.3745/KTSDE.2022.11.9.371
Keywords: Convolutional Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Loss Function
https://doi.org/10.3745/KTSDE.2022.11.9.371
Keywords: Convolutional Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Loss Function
Distracted Driver Detection and Characteristic Area Localization by Combining CAM-Based Hierarchical and Horizontal Classification Models
Sooyeon Go, Yeongwoo Choi KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 11, pp. 439-448,
Nov.
2021
https://doi.org/10.3745/KTSDE.2021.10.11.439
Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization
https://doi.org/10.3745/KTSDE.2021.10.11.439
Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization
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
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
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
Estimating Gastrointestinal Transition Location Using CNN-based Gastrointestinal Landmark Classifier
Hyeon Woong Jang, Chang Nam Lim, Ye-Suel Park, Gwang Jae Lee, Jung-Won Lee KIPS Transactions on Software and Data Engineering,
Vol. 9, No. 3, pp. 101-108,
Mar.
2020
https://doi.org/10.3745/KTSDE.2020.9.3.101
Keywords: Capsule Endoscopy(CE), Convolutional Neural Network(CNN), Gastrointestinal Location Tracking
https://doi.org/10.3745/KTSDE.2020.9.3.101
Keywords: Capsule Endoscopy(CE), Convolutional Neural Network(CNN), Gastrointestinal Location Tracking
Camera Model Identification Based on Deep Learning
Soo Hyeon Lee, Dong Hyun Kim, Hae-Yeoun Lee KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 10, pp. 411-420,
Oct.
2019
https://doi.org/10.3745/KTSDE.2019.8.10.411
Keywords: Deep Learning, Camera Model Identification, Convolutional Neural Network, High Pass Filter, Gray Level Co-Occurrence Matrix
https://doi.org/10.3745/KTSDE.2019.8.10.411
Keywords: Deep Learning, Camera Model Identification, Convolutional Neural Network, High Pass Filter, Gray Level Co-Occurrence Matrix
CRNN-Based Korean Phoneme Recognition Model with CTC Algorithm
Hong Yoonseok, Ki Kyungseo, Gweon Gahgene KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 3, pp. 115-122,
Mar.
2019
https://doi.org/10.3745/KTSDE.2019.8.3.115
Keywords: Phoneme Recognition, CTC Algorithm, Convolutional Neural Network, Recurrent Neural Network
https://doi.org/10.3745/KTSDE.2019.8.3.115
Keywords: Phoneme Recognition, CTC Algorithm, Convolutional Neural Network, Recurrent Neural Network
Printer Identification Methods Using Global and Local Feature-Based Deep Learning
Soo-Hyeon Lee, Hae-Yeoun Lee KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 1, pp. 37-44,
Jan.
2019
https://doi.org/10.3745/KTSDE.2019.8.1.37
Keywords: Global Feature, Local Feature, Deep Learning, Printer Identification, Convolutional Neural Network
https://doi.org/10.3745/KTSDE.2019.8.1.37
Keywords: Global Feature, Local Feature, Deep Learning, Printer Identification, Convolutional Neural Network
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).
