• Theory
• Systems
• Intelligent Systems

• Perspective Seminars
• Other Seminars

• Dissertations
• Technical Reports

Intelligent Systems

Research in the intelligent systems group focuses on auctions and mechanism design, bioinformatics, data mining, electronic commerce, game theory, machine learning, pattern recognition, reinforcement learning, stochastic control and optimization and stochastic simulation.

Faculty

• Shivani Agarwal
• Shalabh Bhatnagar
• Indrajit Bhattacharya
  
• Chiranjib Bhattacharyya
  
• V. Susheela Devi
  
• Ambedkar Dukkipati
  
• M. Narasimha Murty
  
• Y. Narahari
• L.M. Patnaik
  
• Shirish K. Shevade

Research Projects

• Feature selection using maximum discrimination [Ambedkar Dukkipati | Information Theory and Statistical Learning Lab]
  
• Handwriting recognition [Chiranjib Bhattacharyya | Machine Learning Lab]
  
• Image and Video Processing [Chiranjib Bhattacharyya | Machine Learning Lab]
• Incentive compatible machine learning [Y. Narahari | Game Theory Lab]
  
• Intelligent algorithms for carbon trading and optimization [Y. Narahari | Game Theory Lab]
  
• Jensen shannon divergence minimization [Ambedkar Dukkipati | Information Theory and Statistical Learning Lab]
  
• Learning block segmentations for topic models [Indrajit Bhattacharya | Graphical Models Lab]
  
• Machine learning for data mining [Shirish Shevade | Intelligence Systems Lab]
  
• Performance optimization in wireless networks [Shalabh Bhatnagar | Stochastic Systems Lab]
  
• Sentiment analysis [M. Narasimha Murty | Topic Analysis and Synthesis Lab]