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pro vyhledávání: '"Kyongseok Park"'
Outlier-Aware Demand Prediction Using Recurrent Neural Network-Based Models and Statistical Approach
Autor:
Yuseon Kim, Kyongseok Park
Publikováno v:
IEEE Access, Vol 11, Pp 129285-129299 (2023)
The paint industry comprises an elaborate supply chain involving various activities such as raw material procurement, manufacturing, and distribution. In addition, the accuracy of demand prediction significantly impacts supply chain management. A rec
Externí odkaz:
https://doaj.org/article/51c991805696406d9b663ead78113993
Autor:
Chanhee Yu, Kyongseok Park
Publikováno v:
IEEE Access, Vol 11, Pp 74914-74923 (2023)
As deep learning has been recently applied to a wide variety of fields, there is a growing demand for models that can handle large input data, including high-resolution images. Therefore, model parallelism was proposed to train a model whose size exc
Externí odkaz:
https://doaj.org/article/270bccce13bf448ea919105531da6cf8
Publikováno v:
Applied Sciences, Vol 13, Iss 18, p 10138 (2023)
In the realm of machine learning, the optimization of hyperparameters and the design of neural architectures entail laborious and time-intensive endeavors. To address these challenges, considerable research effort has been directed towards Automated
Externí odkaz:
https://doaj.org/article/5b8e5cdd07ce45b38f898a69e856c88f
Publikováno v:
IEEE Access, Vol 7, Pp 37448-37462 (2019)
The layout-aware data scheduling (LADS) data movement framework optimizes congestion for end-to-end data transfers. During data transfer, LADS can avoid congested storage elements by exploiting the underlying storage layout at each endpoint. This imp
Externí odkaz:
https://doaj.org/article/034dfa20630b48edbf1beb691c21c831
Publikováno v:
BMC Bioinformatics, Vol 19, Iss 1, Pp 1-5 (2018)
Abstract Background A cross-correlation (XCorr) score function is one of the most popular score functions utilized to search peptide identifications in databases, and many computer programs, such as SEQUEST, Comet, and Tide, currently use this score
Externí odkaz:
https://doaj.org/article/b19cc4d6aaa845f99c4764a2bd968c7b
Autor:
Yuseon Kim, Kyongseok Park
Publikováno v:
Journal of KIISE. 49:593-600
Autor:
Kyongseok Park, Chanhee Yu
Publikováno v:
Journal of KIISE. 48:1221-1227
Publikováno v:
IEEE Access, Vol 7, Pp 37448-37462 (2019)
The layout-aware data scheduling (LADS) data movement framework optimizes congestion for end-to-end data transfers. During data transfer, LADS can avoid congested storage elements by exploiting the underlying storage layout at each endpoint. This imp
Publikováno v:
BMC Bioinformatics, Vol 19, Iss 1, Pp 1-5 (2018)
BMC Bioinformatics
BMC Bioinformatics
A cross-correlation (XCorr) score function is one of the most popular score functions utilized to search peptide identifications in databases, and many computer programs, such as SEQUEST, Comet, and Tide, currently use this score function. Recently,
Publikováno v:
Journal of Coastal Research. 85:836-840
Jeong, J.-Y.; Kang, Y.H.; Park, K.; Um, J.-H., and Son, Y.B., 2018. A bio-physical assessment of Harmful Algal Bloom (HAB) outbreak using multi-dimensional array data during 1998–2017. In: Shim, J.-S.; Chun, I., and Lim, H.S. (eds.), Proceedings fr