Research Scholar

Scholar Name Karan Bhatt
Department Computer Engineering
Reseach Area Machine Learning, Data Analytics
Supervisor Name Dr. Jitendra Bhatia
Title Pattern Recognition using Machine Learning Approach
Abstract Pattern recognition is becoming increasingly important in the age of Industry 4.0 and authenticate information retrieval. The design of a recognition system requires careful attention to the issues such as definition of pattern classes, sensing environment, pattern representation, feature extraction and selection, cluster analysis, classifier design and learning, selection of training and test samples and performance evaluation. Currently integration of machine learning approach for applications of natural language processing, health sector and authentication of data is in its early stages and there is a need for future research efforts in this direction. In todays application, such as data mining, web searching, retrieval of text data, word sense disambiguation, reliable news and reliable transport, require robust and efficient pattern recognition techniques. Many fields of pattern recognition involve complicated high-dimensional pattern spaces and small amounts of data-per-dimension. Possible emerging application areas of pattern recognition are clinical diagnostics, intelligent traffic support, reliable news, cloud based data retrieval, patterns in linguistically processed texts for social security, IoT based data analysis, sentiment analysis, identification of person and civil administration which leads mankind towards better and secure future.