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I received my PhD in Computer Science and Engineering from I.K.G. Punjab Technical University, India, in 2018. Prior to joining Laurier in 2019, I worked as a Data Scientist at Elocity Technologies Inc. in Canada. From 2006 to 2018, I worked at Guru Nanak Dev Engineering College in India.
My research interests are spatial data quality assessment, indoor-outdoor smart navigational systems, augmented-reality-based routing, big spatial data, spatial data science, AI for geographical text analysis, semantic segmentation, and Intelligent transportation systems (ITS) for eco-friendly navigation.
Graduate and Undergraduate Research Opportunities
My research program offers a unique opportunity to design and implement advanced machine learning and deep learning models to enhance the analysis and interpretation of spatial data, contributing to the development of state-of-the-art intelligent routing systems. If you are interested in pursuing a thesis-based Master of Applied Computing (MAC) program or an undergraduate research project, kindly submit the following to me via email ssehra@wlu.ca.
- A cover letter expressing your motivation and fit for the research project.
- Curriculum Vitae that includes relevant work and academic experience.
- Academic transcripts.
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Singh, S., Singh, J., Goyal, S. B., Sehra, S. S. & Ali, F. A Novel Framework to Avoid Traffic Congestion and Air Pollution for Sustainable Development of Smart Cities. Sustainable Energy Technologies and Assessments 56. Impact Factor: 7.632, 103125 (Feb. 2023).
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Singh, S. et al. Fuzzy Logic-Based Approach for Location Identification and Routing in the Outdoor Environment. IEEE Access 11. Impact Factor: 3.9, 65517–65529 (2023).
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Sehra, S. S., Singh, J., Sehra, S. K. & Rai, H. S. Extending QGIS processing toolbox for assessing the geometrical properties of OpenStreetMap data. Spatial Information Research. doi:10.1007/s41324-022-00480-3 (Sept. 2022).
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Singh, S., Singh, J., Shah, B., Sehra, S. S. & Ali, F. Augmented Reality and GPS-based Resource Efficient Navigation Systemfor Outdoor Environments: Integrating Device Camera, Sensors and Storage. Sustainability 14. Impact Factor: 3.889, 12720. issn: 2071-1050 (Sept. 2022).
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Singh, S. et al. Detection and Mitigation of GNSS Spoofing Attacks in Maritime Environments Using a Genetic Algorithm. Mathematics 10. Impact Factor: 2.592, 4097. issn: 2227-7390 (Nov. 2022).
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Singh, S., Singh, J. & Sehra, S. S. Mitigating Spoofed GNSS Trajectories through Nature Inspired Algorithm. GeoInformatica 25. Impact Factor: 2.684, 581–600 (May 2020).
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Grewal, K. K., Sehra, S. S., Singh, J. & Rai, H. S. An augmented reality based tool for contribution to OpenStreetMap. International Journal of Information Technology 12, 345– 352 (Nov. 2019).
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Sehra, S. S., Singh, J., Rai, H. S. & Anand, S. S. Extending Processing Toolbox for assessing the logical consistency of OpenStreetMap data. Transactions in GIS 24. Impact Factor: 2.406, 44–71 (Nov. 2019).
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Singh, S., Singh, J. & Sehra, S. S. Genetic-Inspired Map Matching Algorithm for Real-Time GPS Trajectories. Arabian Journal for Science and Engineering 45. Impact Factor: 2.334, 2587–2603 (Nov. 2019).
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Sehra, S. K., Brar, Y. S., Kaur, N. & Sehra, S. S. Software effort estimation using FAHP and weighted kernel LSSVM machine. Soft Computing 23. Impact Factor: 3.732, 10881–10900 (Dec. 2018).
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Singh, J., Singh, S., Sehra, S. S. & Rai, H. S. Evaluating the performance of map matching algorithms for navigation systems: an empirical study. Spatial Information Research 27, 63–74 (Sept. 2018).
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Sehra, S., Singh, J. & Rai, H. Using Latent Semantic Analysis to Identify Research Trends in OpenStreetMap. ISPRS International Journal of Geo-Information 6. Impact Factor: 3.388, 195 (July 2017).
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Sehra, S. K., Brar, Y. S., Kaur, N. & Sehra, S. S. Research patterns and trends in software effort estimation. Information and Software Technology 91. Impact Factor: 3.862, 1–21 (Nov. 2017).
At Wilfrid Laurier Univesity:
Courses:
- CP468: Artificial Intelligence
- CP322: Machine Learning
- CP386: Operating Systems
Lab Instructions:
- ST494: Statistical Learning
- DATA200: Data Analytics
- DATA100A: Introduction to Data Analytics
- ST231: Statistical Methods for Life and Health Sciences
- ST230: Introduction to Probability and Statistics for Science
- ST362: Regression Analysis
- CP104: Introduction to Programming
- CP164: Data Structures
At University of Winnipeg:
- DIT46100: Data Visuailzation for Analytics
At Guru Nanak Dev Engineering College, India:
- MTCS606 Big Data Analytics (Postgraduate Course)
- MTCS-207 Data Warehousing & Data Mining (Postgraduate Course)
- CS-517 Parallel Computing (Ph.D. and Postgraduate Course)
- IT-506 Research Methodology (Ph.D. and Postgraduate Course)
- CS-507 Advanced Database Management Systems (Postgraduate Course)
- CS- 505 Advance Computer Architecture (Postgraduate Course)
- DECS-14707 Big Data and Business Analytics (Undergraduate Course)
- CS-14403 Computer Networks (Undergraduate Course)
- CS-402 Symbolic Logic & Logic Processing (Undergraduate Course)
- CS-324 Real-Time Systems (Undergraduate Course)
- CS-14303 Digital Circuits and Logic Design (Undergraduate Course)
- CS-207 Data Structures (Undergraduate Course)
Contact Info:
Office location: LH3048
Languages spoken: English, Punjabi, Hindi