Browsing by Subject "Neural Networks"
Now showing items 1-3 of 3
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Active Neural Learners for Text with Dual Supervision
(2019-03-04)Dual supervision for text classification and information retrieval, which involves training the machine with class labels augmented with text annotations that are indicative of the class, has been shown to provide significant ... -
Classification and Analysis of a Large MEG Dataset using Convolutional Neural Networks
(2019-08-16)Convolutional neural networks were used to classify and analyse a large magnetoencephalography (MEG) dataset. Networks were trained to classify between active and baseline intervals recorded during cued button pressing. ... -
Common N-Gram Method: A Promising Approach to Detecting Mental Health Disorders on Social Media
(2023-04-13)This paper addresses the mental health challenges posed by the COVID-19 pandemic and the lack of reliable and accessible diagnostic tools for mental health conditions. The dataset used in this research consists of over 2 ...