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A Review of Multi-Agent AI Systems for Biological and Clinical Data Analysis. [PDF]

open access: yesMethods Protoc
Spieser J   +4 more
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Research on Big Data Analysis Data Acquisition and Data Analysis

2021 International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA), 2021
Using big data analysis algorithm, this paper discusses the source of data acquisition, points out the technical characteristics of data source, and explains the data acquisition methods and requirements. Clear the purpose of big data analysis, build data analysis system, describe the process of data analysis. There are four steps in big data analysis:
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Graphics for data analysis [PDF]

open access: possibleComputers & Graphics, 1976
Abstract In recent years, graphics has become an essential part of modern data analysis. It is particularly useful for interactive data analysis. This paper describes a system called CLOUDS which is designed to make available on inexpensive storage tube terminals a wide range of graphics tools related to data analysis, economics, and management ...
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Independent component analysis for noisy data — MEG data analysis

Neural Networks, 2000
Independent component analysis (ICA) is a new, simple and powerful idea for analyzing multi-variant data. One of the successful applications is neurobiological data analysis such as electroencephalography (EEG), magnetic resonance imaging (MRI), and magnetoencephalography (MEG). However, many problems remain. In most cases, neurobiological data contain
Shiro Ikeda, Keisuke Toyama 0001
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Spectral analysis of data

Proceedings of the thirty-third annual ACM symposium on Theory of computing, 2001
Experimental evidence suggests that spectral techniques are valuable for a wide range of applications. A partial list of such applications include (i) semantic analysis of documents used to cluster documents into areas of interest, (ii) collaborative filtering --- the reconstruction of missing data items, and (iii) determining the relative importance ...
Yossi Azar   +4 more
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