Digital Library
Search: "[ keyword: Network ]" (556)
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
Predicting Unseen Object Pose with an Adaptive Depth Estimator
Sungho Song, Incheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 12, pp. 509-516,
Dec.
2022
https://doi.org/10.3745/KTSDE.2022.11.12.509
Keywords: 3D Vision, Unknown Object, 6D Pose Prediction, depth estimation, deep neural network
https://doi.org/10.3745/KTSDE.2022.11.12.509
Keywords: 3D Vision, Unknown Object, 6D Pose Prediction, depth estimation, deep neural network
Style Synthesis of Speech Videos Through Generative Adversarial Neural Networks
Choi Hee Jo, Park Goo Man KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 11, pp. 465-472,
Nov.
2022
https://doi.org/10.3745/KTSDE.2022.11.11.465
Keywords: Generative Adversarial Network, Video Generation, Style Transfer, Style Synthesis Network, Video Synthesis Network
https://doi.org/10.3745/KTSDE.2022.11.11.465
Keywords: Generative Adversarial Network, Video Generation, Style Transfer, Style Synthesis Network, Video Synthesis Network
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
Analyzing Korean Math Word Problem Data Classification Difficulty Level Using the KoEPT Model
Rhim Sangkyu, Ki Kyung Seo, Kim Bugeun, Gweon Gahgene KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 8, pp. 315-324,
Aug.
2022
https://doi.org/10.3745/KTSDE.2022.11.8.315
Keywords: Math Word Problems, Generation Model, Transformer, Pointer Network, Classification Difficulty
https://doi.org/10.3745/KTSDE.2022.11.8.315
Keywords: Math Word Problems, Generation Model, Transformer, Pointer Network, Classification Difficulty
Learning Method for Regression Model by Analysis of Relationship Between Input and Output Data with Periodicity
Hye-Jin Kim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 7, pp. 299-306,
Jul.
2022
https://doi.org/10.3745/KTSDE.2022.11.7.299
Keywords: Neural Network, Fault diagnosis, Sensor data, Regression Model, Thermal Estimation
https://doi.org/10.3745/KTSDE.2022.11.7.299
Keywords: Neural Network, Fault diagnosis, Sensor data, Regression Model, Thermal Estimation
YOLO, EAST : Comparison of Scene Text Detection Performance, Using a Neural Network Model
Park Chan Yong, Lim Young Min, Jeong Seung Dae, Cho Young Heuk, Lee Byeong Chul, Lee Gyu Hyun, Kim Jin Wook KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 3, pp. 115-124,
Mar.
2022
https://doi.org/10.3745/KTSDE.2022.11.3.115
Keywords: Scene Text Detection, YOLO, EAST, Neural Network
https://doi.org/10.3745/KTSDE.2022.11.3.115
Keywords: Scene Text Detection, YOLO, EAST, Neural Network
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
Performance Improvement Method of Fully Connected 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. 1, pp. 1-10,
Jan.
2022
https://doi.org/10.3745/KTSDE.2022.11.1.1
Keywords: Fully Connected Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Learning
https://doi.org/10.3745/KTSDE.2022.11.1.1
Keywords: Fully Connected Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Learning
Cancer Patient Specific Driver Gene Identification by Personalized Gene Network and PageRank
Jung Hee Won, Park Ji Woo, Ahn Jae Gyoon KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 12, pp. 547-554,
Dec.
2021
https://doi.org/10.3745/KTSDE.2021.10.12.547
Keywords: Cancer Driver Gene, Gene Network, PageRank, Multi Omics Analysis
https://doi.org/10.3745/KTSDE.2021.10.12.547
Keywords: Cancer Driver Gene, Gene Network, PageRank, Multi Omics Analysis
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).
