Dr. Ravinder Kumar

Skill Associate Professor

Department
Skill Faculty of Engineering & Technology

Qualification
Ph.D, M. Tech.

Areas of Interest
Image Processing, Machine Learning, Biometric, Privacy preservation of EHR,Wireless Sensor Network
SVSU VC


List of Publications
    2021
  1. Kumar Srivastava, L., & Kumar, R. (2021). An Ensemble of Random Forest Gradient Boosting Machine and Deep Learning methods for Stock Price Prediction. Journal of Information Technology Research (JITR), 15(1), 20-36.
  2. Kumar Srivastava, L., & Kumar, R. (2021). Gradient Boosting Machine and Deep Learning approach in big data analysis- a case study of the stock market. Journal of Information Technology Research (JITR), 15(1).
  3. Kumar, A., & Kumar, R. (2021). A novel approach for ISL alphabet recognition using Extreme Learning Machine. International Journal of Information Technology, 13(1), 349-357.
  4. Rani, R., Kumar, R., & Singh, A. P. (2021). A Modified Binary Descriptor for Object Detection. Journal of Information Technology Research (JITR), 14(1), 20-36.
  5. 2020
  6. Kumar, R. (2020). Orientation Local Binary Pattern Based Fingerprint Matching. SN Computer Science, 1(2), 1-12.
  7. 2019
  8. Rani, R., Singh, A. P., & Kumar, R. (2019). Impact of reduction in descriptor size on object detection and classification. Multimedia Tools and Applications, 78(7), 8965-8979.
  9. Kumar, R. (2019). A comparative analysis of core registration local minutia matching based fingerprint recognition for online application. International Journal of Information Systems & Management Science, 4(4).
  10. Kumar Shrivastav, L., & Kumar, R. (2019). A Novel Approach towards the Analysis of Stochastic High Frequency Data Analysis using ARIMA Model. International Journal of Information Systems & Management Science, 2(2).
  11. Rani, R., Singh, A. P., & Kumar, R. (2019). Classification of PASCAL Dataset Using Local Features and Neural Network. In Applications of Artificial Intelligence Techniques in Engineering (pp. 389-400). Springer, Singapore.
  12. 2018
  13. Rani, R., Kumar, R., & Singh, A. P. (2018). An empirical evaluation of translational and rotational invariance of descriptors and the classification of flower dataset. Pattern Analysis and Applications, 21(1), 1-18.
  14. Kumar, R. (2018). A review of non-minutiae based fingerprint features. International Journal of Computer Vision and Image Processing (IJCVIP), 8(1), 32-58.
  15. Kumar, A., & Kumar, R. (2019). Privacy-Preserving Association Rule Mining for Electronic Health Record. International Journal of Information Systems & Management Science, 2(2).
  16. Singh, H., Bonev, B., Petkov, P., & Kumar, R. (2018, October). A Novel Approach for Predicting Attenuation of Radio Waves caused by Rain. In 2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES) (pp. 1193-1198). IEEE.
  17. Singh, H., Bonev, B., Petkov, P., & Kumar, R. (2018, October). A Novel Method for Predicting Attenuation Caused by Clouds for Higher Frequency Bands. In 2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES) (pp. 1178-1182). IEEE.
  18. 2017
  19. Kumar, R. (2017). Fingerprint matching using rotational invariant orientation local binary pattern descriptor and machine learning techniques. International Journal of Computer Vision and Image Processing (IJCVIP), 7(4), 51-67.
  20. Kumar, R. (2017). A Review of Network Intrusion Detection System using Machine Learning Algorithms. International Journal of Computer Science and Engineering, 5(12), 94-100.
  21. Kumar, R., & Singh, B. K. (2017). EMPIRICAL ANALYSIS OF CONTENTS BASED IMAGE RETRIEVAL USING GABOR FEATURE EXTRACTOR. International Journal of Advanced Research in Computer Science, 8(7).
  22. Shaikh, J. R., Kumar, R., Nenova, M., Iliev, G., & Singh, H. (2017). Enhancing E-Commerce Security Using Elliptic Curve Cryptography. International Journal of Current Advanced Research. Volume 6; Issue 8; August 2017; Page No. 5338-5342. DOI: http://dx.doi.org/10.24327/ijcar.2017.5342.0701, 2016.
  23. Patil, S. M., Kumar, R., Singh, H., Petkov, P. Z., & Georgiev Bonev, B. (2017). A Review on Design Techniques of 3-Vector Antenna for Electric Field Measurement. International Journal of Current Advanced Research. Volume 6; Issue 7; July 2017; Page No. 4946-4950 DOI: http://dx.doi.org/10.24327/ijcar.2017.4950.0619
  24. Kumar, R., & Kalra, R. (2017). Desktop Biometric: The Easy way for Biometric Authentication., 2013
  25. Kumar, R., A NOVEL FINGERPRINT RECOGNITION SYSTEM USING LBP FUZZY FEATURES, International Journal of Computer Engineering and Applications, Volume XI, Issue VII, July 17, www.ijcea.com ISSN 2321-3469.
  26. 2016
  27. Kumar, R., Chandra, P., & Hanmandlu, M. (2016). A Robust Fingerprint Matching System Using Orientation Features. Journal of information processing systems, 12(1).
  28. 2014
  29. Kumar, R., Chandra, P., & Hanmandlu, M. (2014). Rotational invariant fingerprint matching using local directional descriptors. International Journal of Computational Intelligence Studies, 3(4), 292-319.
  30. Kumar, R., Hanmandlu, M., & Chandra, P. (2014). An empirical evaluation of rotation invariance of LDP feature for fingerprint matching using neural networks. International Journal of Computational Vision and Robotics, 4(4), 330-348.
  31. 2012
  32. Kumar, R., Chandra, P., & Hanmandlu, M. (2012). Statistical descriptors for fingerprint matching. International Journal of Computer Applications, 59(16).
  33. Kumar, R., Chandra, P., & Hanmandlu, M. (2012). Fingerprint singular point detection using orientation field reliability. In Advanced Materials Research (Vol. 403, pp. 4499-4506). Trans Tech Publications Ltd.
  34. Kumar, R., Chandra, P., & Hanmandlu, M. (2012). Fingerprint matching based on orientation feature. In Advanced materials research (Vol. 403, pp. 888-894). Trans Tech Publications Ltd.
  35. Kumar, R., Chandra, P., & Hanmandlu, M. (2012, April). Fingerprint matching based on texture feature. In International Conference on Advances in Information Technology and Mobile Communication (pp. 86-91). Springer, Berlin, Heidelberg.
  36. 2010
  37. Kumar, R., Khatter, K., & Kalia, A. (2011). Measuring software reliability: a fuzzy model. ACM SIGSOFT Software Engineering Notes, 36(6), 1-6.
  38. International Conferences
    2021
  39. R. Kumar, P. Chandra and M. Hanmandlu, "Local directional pattern (LDP) based fingerprint matching using SLFNN," 2013 IEEE Second International Conference on Image Information Processing (ICIIP-2013), Shimla, India, 2013, pp. 493-498, doi: 10.1109/ICIIP.2013.6707640. 2014.
  40. 2020
  41. Rani, R., Kumar, R., & Singh, A. P. (2020). Deep learning method based binary descriptor for object detection. In Proceedings of ICETIT 2019 (pp. 364-371). Springer, Cham.
  42. 2019
  43. Sharma, N., Kaushik, I., Singh, N., & Kumar, R. (2019, March). Performance Measurement Using Different Shortest Path Techniques in Wireless Sensor Network. In 2019 2nd International Conference on Signal Processing and Communication (ICSPC) (pp. 295-299). IEEE.
  44. Kumar, A., & Kumar, R. (2019, March). Privacy-Preservation of Vertically Partitioned Electronic Health Record using Perturbation Methods. In 2019 6th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 161-166). IEEE.
  45. Aggarwal, S., Kumar, A., & Kumar, R. (2019, March). The Privacy Preservation of Patients’ Health Records using Soft Computing in Python. In 2019 6th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 156-160). IEEE.
  46. Singh, B. K., & Kumar, R. (2019, March). A Finger-Knuckle-Print Classification using SVM and K-Nnand Result Analysis for Different Kernels. In 2019 6th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 136-139). IEEE.
  47. Allawadhi, S., Gangania, P., Kumar, R., Sharma, A., & Kumar, Y. R. (2019, March). Enhancing the Process to Detect Edges using PIYA. In 2019 6th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 125-130). IEEE.
  48. Singh, H., Bonev, B., Petkov, P., & Kumar, R. (2019, March). Study of Attenuation Caused by Rain for the Development of Future Radio Technologies. In 2019 6th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 131-135). IEEE.
  49. Shrivastav, L. K., & Kumar, R. (2019, March). An Empirical Analysis of Stock Market Price Prediction using ARIMA and SVM. In 2019 6th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 173-178). IEEE.
  50. 2016
  51. Rani, R., Kumar, R., & Singh, A. P. (2016, January). A comparative study of object recognition techniques. In 2016 7th International Conference on Intelligent Systems, Modelling and Simulation (ISMS) (pp. 151-156). IEEE.
  52. Rani, R., Kumar, R., & Singh, A. P. (2016, September). An empirical evaluation of local descriptors in object recognition. In 2016 international conference on advances in computing, communications and informatics (ICACCI) (pp. 1517-1521). IEEE.
  53. 2013
  54. Kumar, R., Chandra, P., & Hanmandlu, M. (2013, December). Fingerprint matching using rotational invariant image based descriptor and machine learning techniques. In 2013 6th International Conference on Emerging Trends in Engineering and Technology (pp. 13-18). IEEE.
  55. 2012
  56. Kumar, R., Chandra, P., & Hanmandlu, M. (2012). Information Theoretic Approach for Fingerprint Matching. Proc. Int. Conf. on Advances in Computing, Control, and Telecommunication Technologies, ACT, Kuala Lumpur, Malaysia, Volume Fourth.
  57. Book Chapters
    2021
  58. Lokesh Kumar Shrivastav and Ravinder Kumar (2021). High-Frequency Stochastic Data Analysis Using Machine Learning Framework: A Comparative Study, COGNITIVE COMPUTING SYSTEMS Applications and Technological Advancements, Editors: Vishal Jain Akash Tayal, Jaspreet Singh, Arun Solanki, Apple Academic Press, Taylor & Francis Group, Pg. 3-32.
  59. 2020
  60. Kumar, A., & Kumar, R. (2020). Privacy Preservation of Electronic Health Record: Current Status and Future Direction. In Handbook of Computer Networks and Cyber Security (pp. 715-739). Springer, Cham.
  61. Kumar, R., & Singh, H. (2020). Recent Trends in Text Steganography with Experimental Study. In Handbook of Computer Networks and Cyber Security (pp. 849-872). Springer, Cham.
  62. 2018
  63. Kumar, R. (2018). A Robust Biometrics System Using Finger Knuckle Print. In Handbook of Research on Network Forensics and Analysis Techniques (pp. 416-446). IGI Global.
  64. 2017
  65. Kumar, R. (2017). Hand image biometric based personal authentication system. In Intelligent techniques in signal processing for multimedia security (pp. 201-226). Springer, Cham.
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