Designation:
Assistant Professor
Specialization:
Lecturer
Email:
hspannu@thapar.edu Education
- PhD Mathematics, University of North Texas USA (2012) http://www.unt.edu/
- Concentration - Machine Learning
- Title - Semi-supervised and self-evolving learning algorithms with application to anomaly detection in Cloud Computing
- MS Applied Mathematics, California State University Eastbay Hayward USA (2006) http://csueastbay.edu/
- MTech Computer Engineering, Punjabi University Patiala India http://csepup.ac.in
- BTech Computer Science and Engineering, Punjabi University Patiala (2003) http://www.punjabiuniversity.ac.in/
Google scholar link
Website link
Trainings
- Entrepreneurship and innovation at University of Groningin Netherlands (Feb-March 2018).
- Intel sponsored Machine learning workshop using Python (24-28 July 2017) Chandigarh India.
Experience
- Faculty @ CSED Thapar University Patiala, India (July 2015 - present)
- Staff Programmer Analyst @ California Public Employees Retirement System, 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)
Journal publications
- Singh, Dilbag, Deepak Garg, and Husanbir Singh Pannu. "Efficient landsat image fusion using fuzzy and stationary discrete wavelet transform." The Imaging Science Journal 65.2 (2017): 108-114. http://www.tandfonline.com/doi/abs/10.1080/13682199.2017.1289629
- Pannu, Husanbir Singh, Dilbag Singh, and Avleen Kaur Malhi. "Multi-objective particle swarm optimization-based adaptive neuro-fuzzy inference system for benzene monitoring." Neural Computing and Applications: 1-11. https://link.springer.com/article/10.1007/s00521-017-3181-7
- Jain, Khushboo, and Husanbir Singh Pannu. "Autonomic point cloud-based surface reconstruction using SVR." The Imaging Science Journal 66.1 (2018): 59-67. http://www.tandfonline.com/doi/full/10.1080/13682199.2017.1378845
- Jain, Khushboo, et al. "Efficient disparity estimation from stereo images using hybrid-guided image filter." The Imaging Science Journal 66.3 (2018): 139-151. http://www.tandfonline.com/eprint/iMFc24YRfR5re5YMVxXT/full
- Pannu, Husanbir S., Dilbag Singh, and Avleen K. Malhi. "Improved Particle Swarm Optimization Based Adaptive Neuro-Fuzzy Inference System for Benzene Detection." CLEAN–Soil, Air, Water 46.5 (2018): 1700162. http://onlinelibrary.wiley.com/doi/10.1002/clen.201700162/full
- Kaur, Parminder, and Husanbir Singh Pannu. "Comprehensive review of continuous and discrete orthogonal moments in biometrics." International Journal of Computer Mathematics: Computer Systems Theory (2018): 1-28. https://www.tandfonline.com/doi/abs/10.1080/23799927.2018.1457080
Peer reviewer for Journals
- Imaging Science Journal - Taylor and Francis
- Neural Computing and Applications - Springer
International Conference Publications
(outside India)
- The digital universe: changing paradigms of e-business in India, IEEE ICEI July 2018, Bangkok Thailand.
- AAD: Adaptive anomaly detection system for cloud computing infractures, IEEE SRDS (2012), California USA
- SEAD: Self-evolving anomaly detection for developing highly dependable utility clouds, IEEE GLOBECOM (2012) California USA
- Adaptive failure detection system for cloud computing infrastructure, IPCCC 2012, Texas USA
- A hybrid anomaly detection framework in cloud computing using one-class and two –class SVM, ADMA Springer (2012) China
(in India)
Workshops
Other activities
- Machine learning techniques for bleeding detection in capsule endoscopy, HS Pannu, Priyanka Jarial (2017), IEEE ICCMC, Tamil Nadu India
- Complete Survey of 3D Model Generation, Khushboo Jain, HS Pannu, ICIIECS'16
- A review - Fuzzy Time Series Forecasting Model, Alok Tripathi, HS Pannu, ICIIECS'16
- High-order fuzzy time series forecasting model for advance prediction of temperature, Alok Tripathi, HS Pannu, ICICT 2016
- Remote Sensing Image Contrast and Brightness Enhancement based on Cuckoo search and DTCWT–SVD, Rishika Mehta, HS Pannu, ICICT 2016
- Comparative analysis of continuous and discrete orthogonal moments for face recognition, Parminder Kaur, HS Pannu, ICECA'17
- Anomaly detection survey for information security, Harsurinder Kaur, HS Pannu, SIN2017 conference 10th ACM proceedings
- Machine learning techniques for bleeding detection in capsule endoscopy, HS Pannu, Priyanka Jarial, IEEE ICCMC 2017
- Soft Skills workshop at Thapar University (April 2016) organized
- LaTeX Workshop at Guru Nanak College Budhlada (July 2016) organized
- Passed Chartered Financial Analyst Exam I (CFA level I) December 2014
- Academic excellence scholarship during PhD 2006-2007.
- Graduate Aptitude Test for Engineering, conducted by IISc Banglore India (2002) score 95.2 percentile all over India