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Search: "[ keyword: Neural Network ]" (99)
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
LVLN: A Landmark-Based Deep Neural Network Model for Vision-and-Language Navigation
Jisu Hwang, Incheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 9, pp. 379-390,
Sep.
2019
https://doi.org/10.3745/KTSDE.2019.8.9.379
Keywords: Vision-and-Language Navigation, deep neural network, Landmark, Attention, Progress Monitor
https://doi.org/10.3745/KTSDE.2019.8.9.379
Keywords: Vision-and-Language Navigation, deep neural network, Landmark, Attention, Progress Monitor
Single Document Extractive Summarization Based on Deep Neural Networks Using Linguistic Analysis Features
Gyoung Ho Lee, Kong Joo Lee KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 8, pp. 343-348,
Aug.
2019
https://doi.org/10.3745/KTSDE.2019.8.8.343
Keywords: Single Document Summarization, Extractive Summarization, Linguistic Analysis Features, Deep Neural Networks
https://doi.org/10.3745/KTSDE.2019.8.8.343
Keywords: Single Document Summarization, Extractive Summarization, Linguistic Analysis Features, Deep Neural Networks
Deep Neural Network-Based Scene Graph Generation for 3D Simulated Indoor Environments
Donghyeop Shin, Incheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 5, pp. 205-212,
May.
2019
10.3745/KTSDE.2019.8.5.205
Keywords: Scene Graph, 3D Indoor Environment, deep neural network, AI2-THOR
10.3745/KTSDE.2019.8.5.205
Keywords: Scene Graph, 3D Indoor Environment, deep neural network, AI2-THOR
A Stock Price Prediction Based on Recurrent Convolution Neural Network with Weighted Loss Function
HyunJin Kim, Yeon Sung Jung KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 3, pp. 123-128,
Mar.
2019
https://doi.org/10.3745/KTSDE.2019.8.3.123
Keywords: Artificial intelligence, Recurrent Convolution Neural Network, Stock Price Prediction, Weighted Loss Function
https://doi.org/10.3745/KTSDE.2019.8.3.123
Keywords: Artificial intelligence, Recurrent Convolution Neural Network, Stock Price Prediction, Weighted Loss Function
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
A Survey on Neural Networks Using Memory Component
Jihwan Lee, Jinuk Park, Jaehyung Kim, Jaein Kim, Hongchan Roh, Sanghyun Park KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 8, pp. 307-324,
Aug.
2018
10.3745/KTSDE.2018.7.8.307
Keywords: Recurrent Neural Networks, Memory-Augmented Neural Networks, Memory Component, Memory Networks, Neural Turing Machines, Stack-Augmented Neural Networks
10.3745/KTSDE.2018.7.8.307
Keywords: Recurrent Neural Networks, Memory-Augmented Neural Networks, Memory Component, Memory Networks, Neural Turing Machines, Stack-Augmented Neural Networks
Mortality Prediction of Older Adults Admitted to the Emergency Department
Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 7, pp. 275-280,
Jul.
2018
10.3745/KTSDE.2018.7.7.275
Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning
10.3745/KTSDE.2018.7.7.275
Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning
Document Classification using Recurrent Neural Network with Word Sense and Contexts
Jong-Min Joo, Nam-Hun Kim, Hyung-Jeong Yang, Hyuck-Ro Park KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 7, pp. 259-266,
Jul.
2018
10.3745/KTSDE.2018.7.7.259
Keywords: Document Classification, Word2vec, Doc2vec, Recurrent Neural Network, Gated Recurrent Unit
10.3745/KTSDE.2018.7.7.259
Keywords: Document Classification, Word2vec, Doc2vec, Recurrent Neural Network, Gated Recurrent Unit