| During my research I deeply studied Preprocessing, Pattern Selection and classification in Data mining. I am also well aware about the Classification using Neural Networks, Neural Networks optimization and Knowledge Discovery from Neural Networks. Resulting of this research, I have developed novel algorithms for Preprocessing the data, Pattern Selection, Pruning the neural networks and Extracting Rules from neural networks. Also I have delivered these algorithms as research articles in various conferences and refereed journals of Springer & Elsevier. My current area of research interests are Deep Learning with Convolutional Neural Networks on Person Re-Identification, Visual Tracking, Sentiment Analysis, Fake news Detection etc., developing novel algorithms for feature extraction, CNN optimization and rule extraction from CNN. I am currently working as an Assistant Professor in the research dept of Computer Science, kamaraj college, Thoothukudi, Tamilnadu, India. |
