Browsing Article by Subject "Classification (of information)"

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Classifying brain state in sentence polarity exposure: An ANN model for fMRI data

Ranjan, A.; Singh, V.P.; Singh, A.K.; Thakur, A.K.; Mishra, R.B. (International Information and Engineering Technology Association, 2020-06)

Brain being the most complex organ of human body in which millions of neuron are connected to each other, and pass information in processing of thoughts, emotions, motor activities and linguistic phenomenon. With the advent ...
SMOTified-GAN for Class Imbalanced Pattern Classification Problems

Sharma, Anuraganand; Singh, Prabhat Kumar; Chandra, Rohitash (Institute of Electrical and Electronics Engineers Inc., 2022)

Class imbalance in a dataset is a major problem for classifiers that results in poor prediction with a high true positive rate (TPR) but a low true negative rate (TNR) for a majority positive training dataset. Generally, ...

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