Zobrazeno 1 - 10
of 107
pro vyhledávání: '"Sergiu M Dascalu"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Transformers have achieved remarkable performance in multivariate time series(MTS) forecasting due to their capability to capture long-term dependencies. However, the canonical attention mechanism has two key limitations: (1) its quadratic t
Externí odkaz:
https://doaj.org/article/ce8731616886488680bab94558cdf0cf
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract Multivariate time series forecasting is a critical problem in many real-world scenarios. Recent advances in deep learning have significantly enhanced the ability to tackle such problems. However, a primary challenge in time series forecastin
Externí odkaz:
https://doaj.org/article/31058f0dc6b54b98bee23e787988fe4e
Publikováno v:
IEEE Access, Vol 12, Pp 14731-14741 (2024)
Multivariate Time Series (MTS) forecasting entails the intricate process of modeling temporal dependencies within historical data records. Transformers have demonstrated remarkable performance in MTS forecasting due to their capability to capture lon
Externí odkaz:
https://doaj.org/article/669ecc530da4496e88b22ce6416ae61f
Publikováno v:
Frontiers in Neuroinformatics, Vol 7 (2013)
Computational Neuroscience is an emerging field that provides unique opportunities to studycomplex brain structures through realistic neural simulations. However, as biological details are added tomodels, the execution time for the simulation becomes
Externí odkaz:
https://doaj.org/article/240fa2b52b0d497e896a6286226b6303
Publikováno v:
BMC Bioinformatics, Vol 24, Iss 1, Pp 1-21 (2023)
Abstract Background The advance in single-cell RNA sequencing technology has enhanced the analysis of cell development by profiling heterogeneous cells in individual cell resolution. In recent years, many trajectory inference methods have been develo
Externí odkaz:
https://doaj.org/article/c84c588183414c7686c76ee96357d8c7
Autor:
Rui Wu, Connor Scully-Allison, Chase Carthen, Andy Garcia, Roger Hoang, Christopher Lewis, Ronn Siedrik Quijada, Jessica Smith, Sergiu M. Dascalu, Frederick C. Harris, Jr.
Publikováno v:
SoftwareX, Vol 23, Iss , Pp 101411- (2023)
Wildfires are a common and devastating event that impacts ecosystems and communities yearly. Fire experts rely on simulations to better understand how to mitigate the damage they cause and respond to live threats. Many available fire simulation tools
Externí odkaz:
https://doaj.org/article/062ba4bdde3a4c09b333255ad73e374c
Autor:
Vinh D. Le, Chase D. Carthen, Norhaslinda Kamaruddin, Alireza Tavakkoli, Sergiu M. Dascalu, Frederick C. Harris
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783031283314
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f175ec8f87bdd05628e5dce2098b1846
https://doi.org/10.1007/978-3-031-28332-1_20
https://doi.org/10.1007/978-3-031-28332-1_20
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783030976514
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::53713d9ab375e146e0eb84d377a74866
https://doi.org/10.1007/978-3-030-97652-1_38
https://doi.org/10.1007/978-3-030-97652-1_38
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783030976514
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::20f99cf983806c5723af4a55c48fb412
https://doi.org/10.1007/978-3-030-97652-1_10
https://doi.org/10.1007/978-3-030-97652-1_10
Autor:
Yifan Zhang, Jiahao Li, Ablan Carlo, Alex K Manda, Scott Hamshaw, Sergiu M. Dascalu, Frederick C. Harris, Rui Wu
Publikováno v:
2021 IEEE International Conference on Big Data (Big Data).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::46c3cfc92d208802847ade4e4fad05d9
https://doi.org/10.1109/bigdata52589.2021.9671387
https://doi.org/10.1109/bigdata52589.2021.9671387