WordNet

operating with minimal human intervention; independent of external control; "automatic transmission"; "a budget deficit that caused automatic spending cuts"
resembling the unthinking functioning of a machine; "an automatic `thank you"; "machinelike efficiency" (同)automatonlike, machinelike, robotlike, robotic
without volition or conscious control; "the automatic shrinking of the pupils of the eye in strong light"; "a reflex knee jerk"; "sneezing is reflexive" (同)reflex, reflexive
restriction imposed by the government on documents or weapons that are available only to certain authorized people
a group of people or things arranged by class or category (同)categorization, categorisation
the basic cognitive process of arranging into classes or categories (同)categorization, categorisation, sorting
a cafeteria where food is served from machines
a vending machine from which you can get food

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Efficient feature selection for neural network based detection of flaws in steel welded joints using ultrasound testing.

Cruz FC1, Simas Filho EF2, Albuquerque MC3, Silva IC3, Farias CT3, Gouvêa LL4.
Ultrasonics.Ultrasonics.2017 Jan;73:1-8. doi: 10.1016/j.ultras.2016.08.017. Epub 2016 Aug 24.
This work studies methods for efficient extraction and selection of features in the context of a decision support system based on neural networks. The data comes from ultrasonic testing of steel welded joints, in which are found three types of flaws. The discrete Fourier, wavelet and cosine transfor
PMID 27592203

Classification of Alzheimer's disease using unsupervised diffusion component analysis.

Duncan D1, Strohmer T.
Mathematical biosciences and engineering : MBE.Math Biosci Eng.2016 Dec 1;13(6):1119-1130. doi: 10.3934/mbe.2016033.
The goal of this study is automated discrimination between early stage Alzheimer's disease (AD) magnetic resonance imaging (MRI) and healthy MRI data. Unsupervised Diffusion Component Analysis, a novel approach based on the diffusion mapping framework, reduces data dimensionality and provides patter
PMID 27775370

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks.

Wolterink JM1, Leiner T2, de Vos BD3, van Hamersvelt RW4, Viergever MA5, Išgum I6.
Medical image analysis.Med Image Anal.2016 Dec;34:123-136. doi: 10.1016/j.media.2016.04.004. Epub 2016 Apr 21.
The amount of coronary artery calcification (CAC) is a strong and independent predictor of cardiovascular events. CAC is clinically quantified in cardiac calcium scoring CT (CSCT), but it has been shown that cardiac CT angiography (CCTA) may also be used for this purpose. We present a method for aut
PMID 27138584

Automatic query expansion and classification for television related tweet collection

Erik Ward,Kazushi Ikeda,Maike Erdmann,Masami Nakazawa,Gen Hattori,Chihiro Ono
情報処理学会研究報告. データベース・システム研究会報告 2012-DBS-155(10), 1-8, 2012-11-12
… Supervised classification is used to maintain precision by comparing collected tweets with external sources. … Classification gives an average increase of 55.2% in number of tweets and 82.0% total precision. … The utility of an automatic system for tracking topics that can find additional keywords is demonstrated. …
NAID 110009478979