Výsledky vyhledávání - "James C Bezdek"

Akademický článek

Cluster tendency assessment in neuronal spike data.

Autor: Sara Mahallati, James C Bezdek, Milos R Popovic, Taufik A Valiante

Publikováno v: PLoS ONE, Vol 14, Iss 11, p e0224547 (2019)

Sorting spikes from extracellular recording into clusters associated with distinct single units (putative neurons) is a fundamental step in analyzing neuronal populations. Such spike sorting is intrinsically unsupervised, as the number of neurons are

Externí odkaz: https://doaj.org/article/32d25333e94a49ad94d315b35a6f8ca5

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Shape-Sphere: A metric space for analysing time series by their shape

Autor: Eduardo Velloso, Lars Kulik, Christopher Leckie, James C. Bezdek, Masud Moshtaghi, Yousef Kowsar

Publikováno v: Information Sciences. 582:198-214

Shape analogy is a key technique in analyzing time series . That is, time series are compared by how much they look alike. This concept has been applied for many years in geometry. Notably, none of the current techniques describe a time series as a g

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::127fcd7384b8e95c34c124fbcc390389
https://doi.org/10.1016/j.ins.2021.08.101

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Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams

Autor: Marimuthu Palaniswami, Dheeraj Kumar, Sutharshan Rajasegarar, James C. Bezdek, Punit Rathore

Publikováno v: IEEE Transactions on Cybernetics. 51:5979-5992

The widespread use of Internet-of-Things (IoT) technologies, smartphones, and social media services generates huge amounts of data streaming at high velocity. Automatic interpretation of these rapidly arriving data streams is required for the timely

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f1180ce084dc2ee27eaf074ceebb3f48
https://doi.org/10.1109/tcyb.2020.2973137

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