EOG-based eye movements codification for human computer interaction

A Survey on Study of Various Machine Learning Methods for Classification

“…More or less all the existing machine algorithms have been executed in this field. The improved classified efficiency is proved in [5][6][7][8][9].It also proves its betterment in the field of image processing by generating high resolution images from low resolution input [3,[10][11].ELM also entered in the field of system modeling and prediction [12][13].…”

Recent Trends in ELM and MLELM: A review

“…Extreme learning machine was planned for generalized single hidden layer feed forward neural network [9] where the hidden layer need not be neuron alike. Unlike other neural networks with back propagation [10], the hidden nodes in ELM are randomly generated, whereas the activation functions of the neurons are nonlinear piecewise continuous.…”

Information Visualization Analysis of Human-computer Interaction Interface

“…The cognitive rule that the F + C interaction technology is based on is: When people are in the exploration of the focus information and detailed information that they have interest in, they often need to keep the visibility of the whole information space, especially the visibility of the context information related to the focus (Autarky and Aggravate, 2015). The information visualization has different focus of interest from the scientific computing visualization, and the information visualization takes the abstract information in the data as the main object of visualization, by the establishment of the interactive visual representation in accordance with the cognitive psychological image, to assist people to carry out exploration on the rules and knowledge that is hidden in the complex data (Area, Coquet, Ortega, López and Rodríguez-Ascariz, 2012). When the users are carrying out the mining in the visualized interface that presents largescale data, their cognitive psychology tends to have exploration on the local detailed information that they are interested in, and at the same time, keep the visibility of the overview of the information space at any time (Area, Coquet, Ortega, López and Rodríguez-Ascariz, 2012).…”

“…The information visualization has different focus of interest from the scientific computing visualization, and the information visualization takes the abstract information in the data as the main object of visualization, by the establishment of the interactive visual representation in accordance with the cognitive psychological image, to assist people to carry out exploration on the rules and knowledge that is hidden in the complex data (Area, Coquet, Ortega, López and Rodríguez-Ascariz, 2012). When the users are carrying out the mining in the visualized interface that presents largescale data, their cognitive psychology tends to have exploration on the local detailed information that they are interested in, and at the same time, keep the visibility of the overview of the information space at any time (Area, Coquet, Ortega, López and Rodríguez-Ascariz, 2012). The interactive technology that has been developed based on this cognitive law mainly includes two categories of Overview+Detail and Focus+Context (Better, Litterer and Beyer, 2014).…”