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J. Preethi

Work place: Department of Computer Science, Anna University Regional Centre Coimbatore

E-mail: preethi17j@yahoo.com

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Research Interests: Computer systems and computational processes, Computer Architecture and Organization, Data Mining, Data Structures and Algorithms

Biography

J.Preethi received the B.E. degree in Computer Science and Engineering from Sri Ramakrishna Engineering College, Coimbatore, Anna University, Chennai, India, in 2003, the M.E. degree in Computer Science and Engineering from the Govt. college of Technology, Anna University, Chennai, India, in 2007 and obtained her Ph.D. degree in the Department of Computer Science and Engineering from the Anna University Coimbatore in the year 2013. Currently, she works as an Assistant Professor in the Department of Computer Science and Engineering, Anna University, Regional Centre, Coimbatore. Her research interests include Radio Access Technology selection, Soft Computing techniques, and Data warehousing and data mining.

Author Articles
A Survey on Emotion Classification from Eeg Signal Using Various Techniques and Performance Analysis

By M. Sreeshakthy J. Preethi A. Dhilipan

DOI: https://doi.org/10.5815/ijitcs.2016.12.03, Pub. Date: 8 Dec. 2016

In this paper, the human emotions are analyzed from EEG Signal (Electroencephalogram) with different kinds of situation. Emotions are very important in different activity and decision making. Various feature extraction techniques like discrete wavelet transform, Higher Order crossings, Independent component analysis is used to extract the particular features. Those features are used to classify the emotions with different groups like arousal and valence level using different classification techniques like Neural networks, Support vector machine etc.. Based on these emotion groups analyze the performance and accuracy for the classification are determined.

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