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Search: "[ keyword: prediction ]" (84)

Kalman filter based Motion Vector Recovery for H.264

Ki Hong Ko , Seong Whan Kim The KIPS Transactions:PartD, Vol. 14, No. 7, pp. 801-808, Dec. 2007

10.3745/KIPSTD.2007.14.7.801

Super-Resolution Model Based on Wavelet Domain Loss for Improving Wind Speed Forecasting Accuracy

Wonji Jo, Sung-wook Park, Yong-seok Kim, Se-hoon Jung, Chun-bo Sim The Transactions of the Korea Information Processing Society, Vol. 13, No. 12, pp. 710-718, Dec. 2024

https://doi.org/10.3745/TKIPS.2024.13.12.710
Keywords: super-resolution, Image restoration, GAN, wavelet transform, Wind Speed Prediction

Prediction Remaining Useful Life of Aircraft Turbofans Using Transfer Learning Based CNN-LSTM

Kim Jeong Min, Kang Hyeon Woo, Cho Young Ki, Kwon Gi Hyuk, An Seo Yeon, Kim Hun Kee The Transactions of the Korea Information Processing Society, Vol. 13, No. 12, pp. 700-709, Dec. 2024

https://doi.org/10.3745/TKIPS.2024.13.12.700
Keywords: Prognostics and Health Management, Remaining useful life prediction, CNN-LSTM, Transfer Learning, C-MAPSS Dataset

Cox Model Improvement Using Residual Blocks in Neural Networks: A Study on the Predictive Model of Cervical Cancer Mortality

Nang Kyeong Lee, Joo Young Kim, Ji Soo Tak, Hyeong Rok Lee, Hyun Ji Jeon, Jee Myung Yang, Seung Won Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 6, pp. 260-268, Jun. 2024

https://doi.org/10.3745/TKIPS.2024.13.6.260
Keywords: Cervical cancer, Survival Prediction Model, Cox Proportional Hazards, Machine Learning, Deep Neural Networks, ResNet

Dangerous Area Prediction Technique for Preventing Disaster based on Outside Sensor Network

Jung Young-Jin, Kim Hak-Cheol, Ryu Keun-Ho The KIPS Transactions:PartD, Vol. 13, No. 6, pp. 775-788, Oct. 2006

http://dx.doi.org/10.3745/KIPSTD.2006.13D.6.775
Keywords: Prevention of Disasters, Sensor network, Disaster Prevention System, Dangerous Area Prediction, Stream Processing

Load Shedding via Predicting the Frequency of Tuple for Efficient Analsis over Data Streams

Chang Joong-Hyuk The KIPS Transactions:PartD, Vol. 13, No. 6, pp. 755-764, Oct. 2006

http://dx.doi.org/10.3745/KIPSTD.2006.13D.6.755
Keywords: data stream, load shedding, Significant Tuple, Prediction of Frequency

Software Defect Prediction Based on SAINT

Sriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 236-242, May. 2024

https://doi.org/10.3745/TKIPS.2024.13.5.236
Keywords: Transformer, SAINT, Software Defect Prediction

Evaluating the Efficiency of Models for Predicting Seismic Building Damage

Chae Song Hwa, Yujin Lim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 217-220, May. 2024

https://doi.org/10.3745/TKIPS.2024.13.5.217
Keywords: Earthquake, Earthquake Damage Prediction, Machine Learning(ml)

Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models

Sua Kim, Mi Ju Kwon, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 209-216, May. 2024

https://doi.org/10.3745/TKIPS.2024.13.5.209
Keywords: Generated AI, Prediction of Real Estate Price, News Sentiment Index, Multi-head Attention LSTM, Vetor Auto Regression

Analyzing the Impact of Multivariate Inputs on Deep Learning-Based Reservoir Level Prediction and Approaches for Mid to Long-Term Forecasting

Hyeseung Park, Jongwook Yoon, Hojun Lee, Hyunho Yang The Transactions of the Korea Information Processing Society, Vol. 13, No. 4, pp. 199-207, Apr. 2024

https://doi.org/10.3745/TKIPS.2024.13.4.199
Keywords: Reservoir Water Level Prediction, Fully Connected Neural Network, Multivariate Inputs

Digital Library

Kalman filter based Motion Vector Recovery for H.264

Super-Resolution Model Based on Wavelet Domain Loss for Improving Wind Speed Forecasting Accuracy

Prediction Remaining Useful Life of Aircraft Turbofans Using Transfer Learning Based CNN-LSTM

Cox Model Improvement Using Residual Blocks in Neural Networks: A Study on the Predictive Model of Cervical Cancer Mortality

Dangerous Area Prediction Technique for Preventing Disaster based on Outside Sensor Network

Load Shedding via Predicting the Frequency of Tuple for Efficient Analsis over Data Streams

Software Defect Prediction Based on SAINT

Evaluating the Efficiency of Models for Predicting Seismic Building Damage

Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models

Analyzing the Impact of Multivariate Inputs on Deep Learning-Based Reservoir Level Prediction and Approaches for Mid to Long-Term Forecasting

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