Zobrazeno 1 - 10
of 535
pro vyhledávání: '"Thai, V."'
Our study investigates the impact of data augmentation on the performance of multivariate time series models, focusing on datasets from the UCR archive. Despite the limited size of these datasets, we achieved classification accuracy improvements in 1
Externí odkaz:
http://arxiv.org/abs/2406.06518
Publikováno v:
Proceedings of the 2023 Workshop on Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks; pp.17-28
Balancing the trade-off between accuracy and robustness is a long-standing challenge in time series forecasting. While most of existing robust algorithms have achieved certain suboptimal performance on clean data, sustaining the same performance leve
Externí odkaz:
http://arxiv.org/abs/2311.09790
How to identify those equivalent entities between knowledge graphs (KGs), which is called Entity Alignment (EA), is a long-standing challenge. So far, many methods have been proposed, with recent focus on leveraging Deep Learning to solve this proble
Externí odkaz:
http://arxiv.org/abs/2308.03961
Publikováno v:
Bioinformatics, Volume 39, Issue 9, September 2023, btad568
Summary: In functional imaging studies, accurately synchronizing the time course of experimental manipulations and stimulus presentations with resulting imaging data is crucial for analysis. Current software tools lack such functionality, requiring m
Externí odkaz:
http://arxiv.org/abs/2305.07438
Publikováno v:
Applied Physics Letters 121, 163701 (2022)
Light-sheet microscopes must compromise between field of view, optical sectioning, resolution, and detection efficiency. High-numerical-aperture (NA) detection objective lenses provide high resolution but their narrow depth of field fails to capture
Externí odkaz:
http://arxiv.org/abs/2206.00141
Key Performance Indicators (KPI), which are essentially time series data, have been widely used to indicate the performance of telecom networks. Based on the given KPIs, a large set of anomaly detection algorithms have been deployed for detecting the
Externí odkaz:
http://arxiv.org/abs/2201.10323
Autor:
Trivedi, Vikas, Madaan, Sara, Holland, Daniel B., Trinh, Le A., Fraser, Scott E., Truong, Thai V.
We present a novel approach for imaging the beating embryonic heart, based on combining two independent imaging channels to capture the full spatio-temporal information of the moving 3D structure. High-resolution, optically-sectioned image recording
Externí odkaz:
http://arxiv.org/abs/2011.01688
Autor:
Madaan, Sara, Keomanee-Dizon, Kevin, Jones, Matt, Zhong, Chenyang, Nadtochiy, Anna, Luu, Peter, Fraser, Scott E., Truong, Thai V.
The performance of light-field microscopy is improved by selectively illuminating the relevant subvolume of the specimen with a second objective lens [1-3]. Here we advance this approach to a single-objective geometry, using an oblique one-photon ill
Externí odkaz:
http://arxiv.org/abs/2010.00644
Publikováno v:
Emotions During Times of Disruption
Autor:
Wang, Pu, Kitano, Masahiro, Keomanee-Dizon, Kevin, Truong, Thai V., Fraser, Scott E., Cutrale, Francesco
Publikováno v:
In Cell Reports Methods 24 April 2023 3(4)
