In this paper, Bayesian Maximal Information Coefficient (BMIC) is proposed to uncover the causal correlations from a large data set in a random system by integrating probabilistic graphical model (PGM) and maximal information coefficient (MIC) with Bayesian linear regression (BLR). First, MIC is...
In this paper, we presented MICOP, which is an MIC-based algorithm, for predicting periodic patterns in large-scale time-resolved protein expression profiles. The performance test using artificially generated simulation data revealed that the performance of MICOP for decaying data was superior to ...
Equitability, mutual information, and the maximal information coefficient. How should one quantify the strength of association between two random variables without bias for relationships of a specific form? Despite its conceptual ... Kinney,Justin,B.,... - 《Proceedings of the National Academy of...
A support vector machine with maximal information coefficient weighted kernel functions for regression For some time past, support vector machine (SVM) has been generally used in pattern recognition, classification and prediction. However, in traditional SVM... H Hou,G Yan,D Liu - International Conf...
The maximal information coefficient (MIC)[13], which is proposed in 2011, has two excellent properties: Generality and equitability. That is MIC can detect various relationships including linear, non-linear, functional and non-functional relationships. And the MIC values of the different type ...
1) maximal information compression index 最大信息压缩指标 1. This paper proposes a new combination model for power system load forecast,which usesmaximal information compression indexto evaluate each forecast model and analytic hierarchy process to assign the weight coefficient of each forecast model. ...
Plan of the paper: Section 2 recalls definitions of function spaces and pseudodifferential operators. Section 3 presents our hypotheses on P and sets up the Dirichlet realization. Section 4 collects the needed features of -boundedness and their connection with maximal -regularity. In Sect. 5, we...
JS No,H Chung,MS Yun - 《IEEE Transactions on Information Theory》 被引量: 239发表: 1998年 Measurement of the sound-absorption coefficient in situ: The reflection method using periodic pseudo-random sequences of maximum length The problem of measuring the sound-absorption coefficient in situ is...
Maximal discharges observed in Israel since 1938 are plotted on a log-log paper against the catchment area of the measuring sites. Four envelope lines, par
a maximal-regularity theory for (1.1) which extends several of existing known theories. In future works we plan to study consequence for concrete nonlinear SPDEs. In the next subsection we explain some of the known results, and then compare them to what is proved in the current paper. ...