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Mutual information

Second order dimensionality reduction using minimum and maximum mutual information models.

Second order dimensionality reduction using minimum and maximum mutual information models.

... In principle, the flexibility in the nonlinear MID gain function means it should perform at least as well as the minimal model. However, what we have observed is that the nonlinear MID subspace projection with these two ...

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Feature selection for chemical sensor arrays using mutual information.

Feature selection for chemical sensor arrays using mutual information.

... maximal mutual information with the identity of the ...by mutual information) with the performance observed in the previous study, we found that while our approach does not always give the ...

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Input Frequencies Optimization Based on Genetic Algorithm for Maximal Mutual Information

Input Frequencies Optimization Based on Genetic Algorithm for Maximal Mutual Information

... Among encountered problems in digital and analog communications, there is mismatch between canals and sources. As regards theory of information, unfortunately, this mismatch found expression in information ...

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Utilizing mutual information for detecting rare and common variants associated with a categorical trait

Utilizing mutual information for detecting rare and common variants associated with a categorical trait

... results. Mutual information, a commonly used measure in information theory, is probably a right tool to gauge the dependence between two random ...on mutual information have been ...

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Mutual information and sensitivity analysis for feature selection in customer targeting: a comparative study

Mutual information and sensitivity analysis for feature selection in customer targeting: a comparative study

... using mutual information (MI) and data-based sensitivity analysis (DSA) for feature selection in classification problems, by applying both to a bank telemarketing ...

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HYBRID ONLINE MOBILE LASER SCANNER CALIBRATION THROUGH IMAGE  ALIGNMENT BY MUTUAL INFORMATION

HYBRID ONLINE MOBILE LASER SCANNER CALIBRATION THROUGH IMAGE ALIGNMENT BY MUTUAL INFORMATION

... This paper proposes an hybrid online calibration method for a laser scanner mounted on a mobile platform also equipped with an imaging system. The method relies on finding the calibration parameters that best align the ...

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Decoding choice and mutual information on a moment-by-moment basis from single neurons in rat prefrontal cortex

Decoding choice and mutual information on a moment-by-moment basis from single neurons in rat prefrontal cortex

... Swedish Research Council Stockholm City Council Bernstein Network. Computational Neuroscience National Science Foundation[r] ...

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Associations between ionomic profile and metabolic abnormalities in human population.

Associations between ionomic profile and metabolic abnormalities in human population.

... applied mutual information in our analysis. Mutual information is a measurement used to quantify the mutual dependence between two random variables [22,23], and can be applied for ...

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The correction of eye blink artefacts in the EEG: a comparison of two prominent methods.

The correction of eye blink artefacts in the EEG: a comparison of two prominent methods.

... In conclusion the results show that extended infomax and EMCP w/s may lead to an almost analogous impact on mutual information of vertical EOG and EEG channels as well as the residual activity that remains ...

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Entropy-based independence test

Entropy-based independence test

... of mutual information to financial time series is the fact that this measure captures the global serial dependence (linear and nonlinear) without requiring a theoretical probability distribution or specific ...

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Nadia Bento Extended Abstract Final

Nadia Bento Extended Abstract Final

... Frequency, Mutual Information, Fusion Quality Index and Structural Similarity ...The Mutual Information, Fusion Quality Index and Structural Similarity Index are the appropriate metrics to ...

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Pesqui. Oper.  vol.31 número3

Pesqui. Oper. vol.31 número3

... quadratic mutual information and the R´enyi quadratic entropy, this combined with the Parzen Window density estimator (Silverman, 1986), and in this way the computations become direct without need of a ...

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A study of the dynamics of quantum correlations

A study of the dynamics of quantum correlations

... of information (uncertainty) of a message (random variable) and, from the other, it tells us the minimum amount of binary digits needed to encode faithfully a given ...the mutual informa- tion, which ...

153

Dynamic analysis and pattern visualization of forest fires.

Dynamic analysis and pattern visualization of forest fires.

... This paper analyses forest fires in the perspective of dynamical systems. Forest fires exhibit complex correlations in size, space and time, revealing features often present in complex systems, such as the absence of a ...

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Named Entity Recognition in Turkish Using Association Measures

Named Entity Recognition in Turkish Using Association Measures

... multi-worded named entities have such strong ties that these words tend to co-occur frequently. The methods/measures implemented in the study are based on point-wise mutual information [1], log frequency ...

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An information theoretic approach for privacy metrics

An information theoretic approach for privacy metrics

... [26]. Mutual information is an average quantity, for some applications (see ...much information can be carried by a single symbol, such as a single tuple in our ...specific information ...

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The mutual impact of organizational culture and structure

The mutual impact of organizational culture and structure

... supervision, mutual communication, process standardization, output standardization, and knowledge standardization (Mintzberg, ...provide mutual congruency of the dimensions of its own organizational ...

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Rev. esc. enferm. USP  vol.13 número3

Rev. esc. enferm. USP vol.13 número3

... A sociopsychiatric nursing approach to intervention in a problem of mutual withdrawal on a mental hospital ward.[r] ...

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The effect of guia exame’s ratings on the Brazilian fund industry: an analysis of net-worth flows

The effect of guia exame’s ratings on the Brazilian fund industry: an analysis of net-worth flows

... “The Kiss of Death: A 5-Star Morningstar Mutual Fund Rating?”, Working Paper,. september 2003[r] ...

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Information Space, Information Field, Information Environment

Information Space, Information Field, Information Environment

... analyzes information space, information field and information environment; shows that information space can be natural and artificial; information field is substantive and processual ...

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