PROFESSIONAL EVENT KEYNOTE-SPEAKER


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Dr.Jaiprakash

Associate Professor, Department of Electronics and Communication Engineering, University of Jawaharlal Nehru Technological University, Hyderabad, India.

Hierarchical classification using Conditional SOM and its application to situation Analysis 

My research interests include Classification, Pattern recognition, Artificial Neural Network, Machine Learning, Deep Learning, Artificial Intelligence and broadly speaking area of Computer Science and Cognitive Science.

My research was focused on the hierarchical classification using Conditional Self-Organizing Map and its application to situation analysis. Situation includes the vehicle arrangements on the different shapes of the road. The preparation of limited number of situations to prepare set of rules for the prediction of root cause of collision during autonomous driving. To achieve this task, the discretization or quantization, so to say clustering or classification is needed. To fulfill this requirement, the hierarchical classification of the different kind of shapes of the road and objects corresponding to them has been considered as appropriate approach.


 To know more about this visit our conference Robotics 2020

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