Dr. Husanbir Singh Pannu








Contact No.



PhD Mathematics, University of North Texas USA (2012) http://www.unt.edu/

  1. Concentration - Machine Learning
  2. Title - Semi-supervised and self-evolving learning algorithms with application to anomaly detection in Cloud Computing
  3. MS Applied Mathematics, California State University Eastbay Hayward USA (2006) http://csueastbay.edu/
  4. BTech Computer Science and Engineering, Punjabi University Patiala (2003) http://www.punjabiuniversity.ac.in/

International Conference Publications (as first author during PhD)

  1. AAD: Adaptive anomaly detection system for cloud computing infractures, IEEE SRDS (2012), California USA
  2. SEAD: Self-evolving anomaly detection for developing highly dependable utility clouds, IEEE GLOBECOM (2012) California USA
  3. Adaptive failure detection system for cloud computing infrastructure, IPCCC 2012, Texas USA
  4. A hybrid anomaly detection framework in cloud computing using one-class and two –class Support Vector Machines, ADMA Springer publication (2012) China. http://link.springer.com/chapter/10.1007%2F978-3-642-35527-1_60

SCIE Journal papers with students (accepted)

  • Efficient Landsat image fusion using Fuzzy and stationary discrete wavelet transform, Imaging Science Journal Taylor and Francis, Dilbag Singh, HS Pannu, 2016.

SCIE Journal papers with students (communicated)

  1. Optimistic Monitoring of Benzene (C6H6) in Air Pollution Using Adaptive Neural Fuzzy Inference System, Dilbag Singh, HS Pannu, International Journal of Mining, Reclamation and Environment (2016)
  2. Stereo Matching Based Depth Map Estimation from Stereo Image Pair, Khushboo Jain, HS Pannu, Dilbag Singh, Advanced Robotics, Taylor & Francis, 2016.
  3. 3D Surface Reconstruction using Support Vector, Regression and Tuning Automation, Khushboo Jain, Husanbir Singh Pannu, Dilbag Singh Gill, Computer Applications in Engineering Education, Wiley publication (2016)

Conference papers with students (accepted):

  1. Complete Survey of 3D Model Generation, Khushboo Jain, HS Pannu, ICIIECS'16
  2. A review - Fuzzy Time Series Forecasting Model, Alok Tripathi, HS Pannu, ICIIECS'16
  3. High-order fuzzy time series forecasting model for advance prediction of temperature, Alok Tripathi, HS Pannu, ICICT 2016
  4. Enhancement of Image Resolution: A Survey, Dimple Mittal, HS Pannu, Journal: Communications on Applied Electronics (CAE) July 2016. http://www.caeaccess.org/archives/volume5/number6/628-2016652322
  5. Remote Sensing Image Contrast and Brightness Enhancement based on Cuckoo search and DTCWT–SVD, Rishika Mehta, HS Pannu, ICICT 2016

Workshops organised:

  1. Soft Skills workshop at Thapar Institute of Engineering & Technology (April 2016)
  2. LaTeX Workshop at Guru Nanak College Budhlada (July 2016)


  • Lecturer @ CSED Thapar Institute of Engineering & Technology, India

(July 2015 - present)

  • Staff Programmer Analyst @ CalPERS, USA

(April 2013 - March 2015)

  • Adjunct Faculty @ Sacramento City College Los Rios District, USA

(Aug 2013 - Dec 2014)

  • Teaching Fellow @ University of North Texas, USA
  • (Aug 2006 - May 2012)
  • Tutor for Blind @ Department of Rehabilitation (DOR) California, USA
  • (Jan 2005 - Dec 2005)

Other activities

  • GATE 2002 score 95.2 percentile.
  • Academic excellence scholarship during PhD 2006-2007.
  • Passed Chartered Financial Analyst Exam I (CFA level I) December 2014.

Goldmedalist in inter-zonal youth festival, classical vocal music in 2003