User:Pavel.bhowmik

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About Me[edit]

I have an Erdős number of 4[1], better than both the mean and median.

Author Co-Author Article
Pavel Bhowmik Amit Konar Correlation between Stimulated Emotion Extracted from EEG
Amit Konar Amiya Bhusan Roy Population Drift and Control of Damping in a Predator-Prey System
Amiya Bhusan Roy Douglas B. West Interval digraphs: An analogue of interval graphs
Douglas B. West Paul Erdős A note on the interval number of a graph

I have completed Master of Science in Department of Electrical and Computer Engineering, University of Florida, Gainesville, USA with a concentration in Control System. The concentration of my undergrad research work was in the area of Artificial Intelligence under Prof. Amit Konar, Electronics and Telecommunication Engineering Department, Jadavpur University, Kolkata-32, India. I have completed Bachelor of Engineering from Electronics and Telecommunication Engineering Department, Jadavpur University, Kolkata-32, India.

Academic Background[edit]

University of Florida
      Electrical Engineering, Master of Science
           GPA 3.96/4
           Was awarded Certificate of Outstanding Achievement, University of Florida
Aug 2011-May 2013
Jadavpur University
      Electronics and Telecommunication Engineering, Bachelor of Engineering
           GPA 8.03/10
July 2006-June 2010

Recent Coursework[edit]

University of Florida[edit]

Courses Taken in Fall 2011 Grades
EEL 5182 – State Variable Methods in Linear Systems     A
EEL 5525 – Foundations of Digital Signal Processing     A
EEL 5544 – Noise in Linear Systems     A
Courses Taken in Spring 2012
EEE 6374 – Radio Frequency Circuits and Systems     A-
EEL 6614 – Modern Control Theory I     A
EEL 6935 – Smart Grid: A Cyber-Physical System Approach                         A
Courses Taken in Fall 2012
EGM 6321 – Principles of Engineering Analysis I [2]     A
Courses Taken in Spring 2013
EEL 6617 – Linear Multivariable Control     A
EEL 6935 – Control Techniques for Complex Networks     A

Online Courses Offered by Stanford University[3][edit]

Spring 2012 –     Design and Analysis of Algorithm I, Natural Language Processing, Cryptography, Game Theory
Summer 2012 –     Automata, Machine Learning, Introduction to Logic
Fall 2012 –     Design and Analysis of Algorithm II

Online Courses Offered by University of California, Berkeley[edit]

Summer 2012 –     Software as a Service, Quantum Mechanics and Quantum Computation, Computer Vision

Online Courses Offered by University of Micihgan[edit]

Summer 2012 –     Introduction to Finance
Fall 2012 –     Social Network Analysis

Online Courses Offered by Georgia Institute of Technology[edit]

Fall 2012 –            Computational Investing Part 1

Online Courses Offered by California Institute of Technology[edit]

Spring 2013 –        Learning from Data

Publication[edit]

Published as Peer Reviewed Journal Papers[edit]

  1. P. Rakshit, A. Konar, P. Bhowmik, I. Goswami, S. Das, L. C. Jain, A. K. Nagar, "Realization of an Adaptive Memetic Algorithm Using Differential Evolution and Q-learning: A Case Study in Multi-Robot Path-Planning" ("IEEE Trans. of System, Man and Cybernetics: Systems", Volume 43, Issue 4, pp 814-831)
  2. A. Halder, A. Konar, R. Mandal, A. Chakraborty, P. Bhowmik, N. R. Pal and A. K. Nagar, "General and Interval Type-2 Fuzzy Face-Space Approach to Emotion Recognition", ("IEEE Trans. of System, Man and Cybernetics: Systems", Volume 43, Issue 3, pp 587-605)
  3. P. Bhowmik, S. Das, D. Nandi, A. Chakraborty, A. Konar, A. K. Nagar, "Emotion Clustering from Stimulated Electroencephalographic Signals Using Duffing Oscillator" ("The International Journal of Computers in Healthcare" (IJCIH), Volume 1, Issue 1, pp 66-85)
  4. T. Gandhi, P. Bhowmik, A. Mohapatra, S. Das, S. Anand, B. K. Panigrahi, "Epilepsy Diagnosis Using Combined Duffing Oscillator and PNN Model" ("Journal of Bioinformatics and Intelligent Control", Volume 1, Issue 1, pp 64-70)

Published as Peer Reviewed Book Chapters[edit]

  1. A. Halder, S. Shaw, K. Orea, P. Bhowmik, A. Chakraborty, A. Konar, E. Kim and A. K. Nagar, "A Computational Intelligence Approach to Emotion Recognition from the Lip-Contour of a Subject" (Peer Reviewed Book Chapter in "Computational Intelligence in Image Processing", Patrick Siarry (Ed.), Springer, 2012)
  2. A. Konar, A. Chakroborty, P. Bhowmik, S. Das, A. Halder, "Emotion Recognition from Facial Expression, Voice and EEG Data" (Peer reviewed Book Chapter in "Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies", Mago and Bhatia (Ed.), IGI Global Press, 2011)
  3. A. Chakraborty, A.Konar, P. Bhowmik and A. K. Nagar, "Stability, Chaos and Limit Cycles in Recurrent Cognitive Reasoning Systems" (Peer Reviewed Book Chapter in "The Handbook On Reasoning-Based Intelligent Systems", Nakamatshu and Jain (Ed.), World Scientific, Mar 2013)

Published in Peer Reviewed Conference Proceedings[edit]

  1. P. Bhowmik, P. Rakshit, A. Konar, E. Kim, A. Nagar, "DE-TDQL: An adaptive memetic algorithm", ("2012 IEEE World Congress on Computational Intelligence", IEEE CEC 2012, June 10 - 15, 2012, Brisbane, Australia)
  2. S. Shaw, K. Orea, P. Bhowmik, A. Halder, A. Chakraborty, A. Konar, E. Kim and A. K. Nagar, "Evolvable Lip Contour Model for Emotion Recognition" ("2011 World Congress in Computer Science, Computer Engineering, and Applied Computing", WORLDCOMP 2011, July 16 - 19, 2011, Naveda, USA)
  3. R. Mandal, A. Halder, P. Bhowmik, A. Chakraborty, A. Konar, A. K. Nagar, "Uncertainty Management in type-2 Fuzzy Face-Space for Emotion Recognition" ("2011 IEEE International Conference on Fuzzy Systems", FUZZ-IEEE 2011, June 28 - 30, 2011, Taipei, Taiwan)
  4. P. Bhowmik, S. Das, A. Konar, S. Das, A. K. Nagar, "A New Differential Evolution with Improved Mutation Strategy" ("2010 IEEE World Congress on Computational Intelligence", IEEE CEC 2010, July 18 - 23, 2010, Barcelona, Spain)
  5. S. Das, P. Bhowmik, A. Halder, A. Chakraborty, A. Konar, A. K. Nagar, "Emotion Recognition from Facial Expression and Electroencephalographic Signals Using Vector Quantization and Support Vector Machines" ("2010 World Congress in Computer Science, Computer Engineering, and Applied Computing", WORLDCOMP 2010, July 12 - 15, 2010, Las Vegas, Naveda, USA)
  6. P. Bhowmik, S. Das, D. Nandi, A. Chakraborty, A. Konar, A. K. Nagar, "Electroencephalographic Signal Based Clustering of Stimulated Emotion Using Duffing Oscillator" ("The 3rd International Multi-Conference on Engineering and Technological Innovation", IMETI 2010, June 29th - July 2nd, 2010 – Orlando, Florida, USA)
  7. S. Das, A. Halder, P. Bhowmik, A. Chakraborty, A. Konar, R. Janarthanan, "A Support Vector Machine Classifier of Emotion from Voice and Facial Expression Data" ("World Congress on Nature & Biologically Inspired Computing", NaBIC 2009, December 09 - 11, 2009, Coimbatore, India)
  8. A, Chakraborty, A. Konar, P. Bhowmik and A. K. Nagar, "A Machine Learning Approach to the Stabilization of Emotional Dynamics in Emotion-Logic Encounter" ("Development in eSystems Engineering Conference", DeSE ' 09, December 14 - 16, 2009, Abu Dhabi, UAE)
  9. S. Das, A. Halder, P. Bhowmik, A. Chakraborty, A. Konar, A. K. Nagar, "Voice and Facial Expression Based Classification of Emotion Using Linear Support Vector Machine" ("Development in eSystems Engineering Conference", DeSE ' 09, December 14 - 16, 2009, Abu Dhabi, UAE)
  10. P. Bhowmik, S. Das, A. Halder, A. Chakraborty, A. Konar, R. Janarthanan, "Emotion Classifier from Stimulated EEG Signals by Support Vector Machine" ("5th National Conference on Innovation in Information and Communication Technology", NCIICT, 2009, September 25 - 26, 2009, Coimbatore, India)
  11. A. Chakraborty, P. Bhowmik, S. Das, A. Halder, A. Konar and A. K. Nagar, "Correlation between Stimulated Emotion Extracted from EEG and its Manifestation on Facial Expression" ("2009 IEEE International Conference on Systems, Man, and Cybernetics", IEEE SMC 2009, October 11 - 14, 2009, San Antonio, Texas, USA)

Research Experience[edit]

IEEE PES T&D Conference, 2012, Orlando, Florida             May 2012
Research Assistant, Emotion and Perception
      A research project funded by Dept. Of Information Technology, Govt. of India and supervised by Prof. Amit Konar
      Dept. Of Electronics and Telecommunication Engineering, Jadavpur University, Kolkata
         Applied various machine intelligence and soft computing techniques on various physiological signals.
        Jan 2009 – Jul 2011
Observer based State Feedback and Estimation for Chaotic Systems
      Guide : Prof. Sean Meyn
         Used Time Delayed Q-Learning to tune parameters in scheduling field using scheduling field policy to control large queuing networks.
            Jan – May 2013
Control of Inhomogeneous Thermostatically Controlled Loads – A qualitative study
      Guide : Prof. Pramod Khargonekar
         Used open loop control signals to Thermostatically Controled Loads in order to match electical demand with a variable generation capacity.
            Jan – May 2012
Observer based State Feedback and Estimation for Chaotic Systems
      Guide : Prof. Haniph Latchman
         Used exact linearization to design a observer-based state feedback and tested the validation of the design over Lorentz Attractor.
            Aug – Dec 2011
Automatic diagnosis of epileptic seizure using S-transform and SVM
      A research project supervised by Prof. Bijaya Ketan Panigrahi, Dept. Of Electrical Engineering, Indian Institute of Technology, Delhi
         Applied supervised machine learning techniques like PNN, SVM etc on processed EEG to identify epileptic seizures.
            Jan 2010
Reviewer, 2011 IEEE Congress of Evolutionary Computation, IEEE CEC 2011             Jan 2011
Reviewer, Neurocomputing, Elsevier             July – Dec 2010

Programming and Simulation Capability[edit]

Programming Languages     Matlab R2011b, JAVA, Python, Ruby
Web Development     Servlet, JSP, JSF, Javascript

<references>

  1. Calculate Erdős number
  2. Link to PEA 01
  3. My Coursera Profile