AIMC Topic: Cluster Analysis

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Adaptive neuro-fuzzy inference system for real-time monitoring of integrated-constructed wetlands.

Water science and technology : a journal of the International Association on Water Pollution Research Jan 1, 2015
Monitoring large-scale treatment wetlands is costly and time-consuming, but required by regulators. Some analytical results are available only after 5 days or even longer. Thus, adaptive neuro-fuzzy inference system (ANFIS) models were developed to p...
Neural Networks, Computer Environmental Monitoring Fuzzy Logic Cluster Analysis Models, Biological Water Quality Wetlands
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Neural networks and Fuzzy clustering methods for assessing the efficacy of microarray based intrinsic gene signatures in breast cancer classification and the character and relations of identified subtypes.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2015
In the classification of breast cancer subtypes using microarray data, hierarchical clustering is commonly used. Although this form of clustering shows basic cluster patterns, more needs to be done to investigate the accuracy of clusters as well as t...
Humans Neural Networks, Computer Female Breast Neoplasms Gene Expression Profiling Computational Biology Gene Expression Regulation, Neoplastic Fuzzy Logic Cluster Analysis Oligonucleotide Array Sequence Analysis
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Performance analysis of unsupervised optimal fuzzy clustering algorithm for MRI brain tumor segmentation.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
BACKGROUND: Segmentation of brain tumor from Magnetic Resonance Imaging (MRI) becomes very complicated due to the structural complexities of human brain and the presence of intensity inhomogeneities.
Humans Algorithms Sensitivity and Specificity Brain Neoplasms India Magnetic Resonance Imaging Fuzzy Logic Cluster Analysis Image Interpretation, Computer-Assisted Pattern Recognition, Automated Task Performance and Analysis
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