Dr. Jasminder Kaur Sandhu
Assistant Professor

jasminder.sandhu@chitkara.edu.in

Expert Areas : Machine Learning, Wireless Sensor Networks, Ensemble Modeling, Artificial Intelligence

Dr. Jasminder Kaur Sandhu is working as Assistant Professor, Chitkara University Research and Innovation Network (CURIN), Chitkara University, Punjab. She is Ph.D. in Computer Science and Engineering from Thapar Institute of Engineering and Technology, Patiala. She completed her M.Tech (CSE) securing top merit position at Punjabi University, Patiala. She is having approximately 7.5 years of research and teaching experience.

Her research interests include Machine Learning, Ensemble Modeling Artificial Intelligence, Soft Computing, Dependability Evaluation, Quality of Service, Wireless Sensor Networks, and Ad-Hoc Networks.

She is an active reviewer of many reputed journals such as IEEE Access, Springer International Journal of Machine Learning and Cybernetics. She has to her credit more than 10 publications in reputed SCI-Indexed Journals and International Conferences.

Dr. Jasminder Kaur Sandhu
  • Research
  • Teaching
  • Consulting
  • Awards
  • Patents
  • Education
  • Service

Journal Publications:

  1. Sandhu J.K, Rana P.S. and Verma A.K. (2020), An Expert Approach for Data Flow Prediction: Case Study of Wireless Sensor Networks, Wireless Personal Communications, Springer, 2020, [SCI, IF 0.959]. https://doi.org/10.1007/s11277-020-07028-4
  2. Sandhu J.K., VermaK. and Rana P.S. (2020), Enhancing dependability of wireless sensor network under flooding attack: A machine learning perspective, International Journal of Ad Hoc and Ubiquitous Computing, Inderscience, 2020, 33(2):73-89. [SCIE, IF 0.705]. https://doi.org/10.1504/IJAHUC.2020.105461
  3. Mahato D.P., Sandhu J.K., Gitanshu, and Dutta K. (2020), Distributed Routing for Underwater Wireless Sensor Networks using Cuckoo Search-ant Colony Optimization“, 21stInternational Conference on Distributed Computing and Networking (ICDCN 2020), ACM, 39(1-5), 4-7 Jan 2020, Kolkata, India.
  4. Mahato D.P., Sandhu J.K., Singh N.P. and Kaushal V. (2019), On Scheduling Transaction in Grid Computing using Cuckoo Search-ant Colony Optimization Considering Load“, Cluster Computing, Springer, 2019, [SCI, IF 1.851].https://doi.org/10.1007/s10586-019-03016-x
  5. Rayal R., Khanna D., Sandhu J.K., Hooda N., Rana P.S. (2019), N-semble: Neural Network Based Ensemble Approach, International Journal of Machine Learning and Cybernetics, Springer, 10(2):337-345, 2019 [SCIE, IF 3.844].https://doi.org/10.1007/s13042-017-0718-0
  6. Goyal N., Sandhu J.K., and Verma L. (2019), CDMA based Security against Wormhole Attack in Underwater Wireless Sensor Networks, 1st International Conference on Advanced Communication and Computational Technology (ICACCT 2019), IEEE, 1-5, 6-7 Dec 2019, Kurukshetra, India.
  7. Verma L., Sandhu J.K., Goyal N. (2019), Intelligent Method for Detection of Coronary Artery Disease with Ensemble Approach, 1st International Conference on Advanced Communication and Computational Technology (ICACCT 2019), IEEE, 1-5, 6-7 Dec. 2019, Kurukshetra, India.
  8. Mahato D.P., Sandhu J.K., Singh N.P., and Dutta K. (2019), Dependability Analysis for On-Demand Computing Based Transaction Processing System, International Conference on Advanced Information Networking and Applications (AINA 2019), Springer, 188-199, 27-29 Mar. 2019, Matsue, Japan.
  9. Sandhu J.K., Verma A.K., Rana P.S. (2018), A Novel Framework for Reliable Network Prediction of Small Scale Wireless Sensor Networks (SSWSNs), Fundamenta Informaticae, IOS Press, 160(3):303-341,2018. [SCIE, IF 1.204]https://doi.org/10.3233/FI-2018-1685
  10. Mahato D.P. and Sandhu J.K. (2018), Modeling of Load Balanced Scheduling and Reliability Evaluation for On-demand Computing Based Transaction Processing System“, 14thInternational Conference on e-Science, IEEE, 390-391, 29 Oct. 1 Nov. 2018, Amsterdam, Netherlands.
  11. Sandhu J.K., Verma A.K. and Rana P.S. (2018), RCDR: Reliability Control Framework for Data Rate Prediction in Wireless Sensor Networks“, International Conference on Computing, Power and Communication Technologies (GUCON), IEEE, 1049-1053, 28-29 Sept. 2018, Greater Noida, Uttar Pradesh, India.
  12. Sandhu J.K., Verma A.K., and Rana P.S. (2018) A Data-Driven Framework for Survivable Wireless Sensor Networks, 11thInternational Conference on Contemporary Computing (IC3), IEEE, 1-6, 2-4 Aug. 2018, Noida, India.
  13. Sandhu J.K. Saxena S. (2015), Procuring Wireless Sensor Actuator Network Security“, International Conference on Recent Cognizance in Wireless Communication and Image Processing, Springer, 905-916, 16-17 Jan. 2015, Jaipur, India.
  14. Sandhu J.K. Saxena S. (2014), Data Agglomeration in Wireless Sensor Networks“, International Conference on Parallel, Distributed and Grid Computing, IEEE, 285-289, 11-13 Dec. 2014, Solan, India.

 

Book Chapter Published:

  1. Sandhu J.K., Verma A.K. Rana P.S. (2019), Next Generation Adaptable Opportunistic Sensing-based Wireless Sensor Networks a Machine Learning perspective, Machine Learning for Computer and Cyber Security. CRC Press, 2019, pp. 48-74, eISBN: 9780429504044, https://doi.org/10.1201/9780429504044
  2. Sandhu J.K., Verma A.K. and RanaP.S. (2018), A Compendium of Security Issues in Wireless Sensor Networks, Computer and Cyber Security. Auerbach Publications, 2018, pp. 607-626. eISBN: 9780429424878. https://doi.org/10.1201/9780429424878 

Field of Specialisation:

Machine Learning, Dependability Evaluation of Wireless Sensor Networks, Ensemble Modeling, Artificial Intelligence, Time-Series Analysis, Data Analytics & Visualization, Soft Computing.

Academic Events:

  1. Invited to the opening ceremony of the Indo-Taiwan Joint Research Centre on Artificial Intelligence and Machine Learningat the Indian Institute of Technology Ropar on July 27, 2019.
  2. Successfully completed 2 weeks Intensive Faculty Development Program for Full Stack Developer at Virtusa, Chennai from July 1-12, 2019.
  3. Attended a Faculty Developmental Program (FDP) on Machine Learning and Applications at ABV–Indian Institute of Information Technology and Management Gwalior (ABV-IIITM Gwalior) jointly with Electronics & ICT Academy at PDPM IITDM Jabalpur from March 26-30, 2018.
  4. Participated in a Tutorial-Cum-Workshop on Wireless Radio Networks held at TIET, Patiala on Sept. 28, 2016.
  5. Participated in International Workshop on Machine Learning and its Applications held at South Asian University, New Delhi from April 29-30, 2016.
  6. Participated in Workshop on Fuzzy Sets, Fuzzy Logic and its Applications in Big Data Analytics held at TIET, Patiala from April 12-15, 2016.
  7. Member of Organizing Committee Fuzzy BDA (Fuzzy Big Data Analytics) group of CSED at TIET, Patiala.
  8. Member of Organizing Committee MC2 (Mobile Computing and Communication) group of CSED at TIET, Patiala.
  9. Participated in a Workshop on Wireless Network Simulation using NS-2 held at TIET, Patiala from March 13-15, 2014.
  10. Participated in International Workshop on Cloud Computing and High-Performance Computing held at TIET, Patiala on Dec. 5, 2016.
  11. Attended an International Conference on Recent Advances and Future Trends in IT (iRAFIT-2012) at Punjabi University, Patiala from March 21-23, 2012.
  1. Quality of Service Estimation of Wireless Networks based on Machine Learning Approaches. Tools and Programming Languages Used: NS-2.35, AWK, Perl, R, SPSS, Python, Shell Programming.
  2. Detection and Mitigation of Denial of Service Attack in Wireless Sensor Network (December 2014). Tool Used: NS-2.35 Simulation Platform.
  3. Live Project on Customer Relationship Management (September 2008) at NSPL, Amritsar. Tool Used: .NET Framework Tools.
  • 1st Rank in University Merit List during M.Tech. (CSE) from Punjabi University, Patiala.

Patent Filed:

  1. System and Method for Monitoring Cardio-Vascular Parameters of a Subject | Patent No. 202011017202, Dt. 22 April, 2020.
  2. System and Method for Assessing Vulnerability of Wireless Sensor Network | Patent No. 202011009764, Dt. 06 March, 2020.
  1. Ph. D. in Computer Science and Engineering from Thapar University, Patiala.
  2. M. Tech. in Computer Science and Engineering from Punjabi University, Patiala.
  1. Currently working as Assistant Professor (Research) at Chitkara University Research and Innovation Network, Chitkara University, Punjab, India [March 2019- Present].
  2. Worked as Research and Teaching Associate, Thapar Institution of Engineering and Technology, Patiala, Punjab, India [July 2014 – Feb. 2019].