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Moreover, we improved a kind of fuzzy neural network for sensor information fusing.
The chapter also briefly reviews topics like (1) molecular technologies, e.g., environmental molecular diagnostics and omics technologies; (2) optimization and green remediation; and (3) other selected technologies (e.g., nanotechnology, biosensors, and assessment of sustainability of BTHW and information fusing).
The important issue in heterogeneous sensor networks is to provide the association system with a common reference information fusing heterogeneous data.
Dou [ 11] used a framework based on "fuzzy information fusing" for brain tumor segmentation, Liu [ 12] used fuzzy connectedness to compute the brain tumor volume.
Information fusing algorithms can be classified as belonging to one of the following categories: Combination of Data (COD) or Combination of Interpretations (COI) [ 2]; COD methods aggregate features from each source into a single feature vector before classification, while COI methods classify the data from each source independently and then aggregate the results.
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Scheduling and other information: fuse.tv.tv
An important topic in Information fuse is to resolve conflicts from different sources and finding the truth that reflects the real world.
The information fused from the source images could be calculated as the fusion quality index (FQI), which could be calculated by Eq. (18).
The higher the MI is, the much information fused images can extract from the original image, and the better the fusion results are.
Based on our results, the accuracy of our predictive model increases because of incorporation of information fused over genomic dataset from gene expression and genomic knowledge from inter-relation between miRNA and gene expression.
We assume that accuracy of prediction model increase when considering of inter-relationship between different levels of genomic data because of incorporation of information fused over genomic dataset and genomic knowledge, providing an enhanced global view on interplays in cancer mechanisms [ 12, 18].
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