Intelligent Data Analysis
نویسندگان
چکیده
منابع مشابه
Foreword: Intelligent data analysis
Nowadays there has been an enormous increase in the amount of available data sets of any kind. As a result, the need of applying techniques to analyze and extract information of those data has become a crucial task. The intelligent analysis of data opens a new way of addressing problems impossible to deal with so far. Intelligent Data Analysis (IDL) is concerned with the application of techniqu...
متن کاملIntelligent Data Analysis
We believe the problem of automating the process of building models from empirical data is a critical issue for both Artificial Intelligence and other scientific computing researchers. Although both fields require models of the behavior of complex systems, as AI researchers we may more directly address our particular needs. AI researchers require models that let us determine the influence of de...
متن کاملIntelligent Data Analysis of Intelligent Systems
We consider the value of structured priors in the analysis of data sampled from complex adaptive systems. We propose that adaptive dynamics entails basic constraints (memory, information processing) and features (optimization and evolutionary history) that serve to significantly narrow search spaces and candidate parameter values. We suggest that the property of “adaptive self-awareness”, when ...
متن کاملIntelligent Data Analysis: Reasoning About Data
(IDA95), it was concluded that there is a need for research in the areas of mixed-initiative, IDA tools (Liu 1996). Although data analysts now have access to a variety of statistical algorithms, these tend to be unintelligent black boxes. Because data sets are too large today to be investigated manually, data analysis tools must themselves determine areas of interest, directions in which to gui...
متن کاملTopology and Intelligent Data Analysis
A broad range of mathematical techniques, ranging from statistics to fuzzy logic, have been used to great advantage in intelligent data analysis. Topology – the fundamental mathematics of shape – has to date been conspicuously absent from this repertoire. This paper shows how topology, properly reformulated for a finite-precision world, can be useful in intelligent data analysis tasks.
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ژورنال
عنوان ژورنال: Technometrics
سال: 2000
ISSN: 0040-1706
DOI: 10.2307/1270975