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Dr. Gagandeep Kaur

Assistant Professor

  • Education   Ph.D (CSE) | M.Tech (CSE)
Dr. Gagandeep Kaur

Gagandeep Kaur completed her Ph.D. degree in Computer Science and engineering from LPU, Punjab, India. She has been engaged in research and teaching for more than 13 years. At present, she is working as an Assistant Professor in the CSE Department at Symbiosis Institute of Technology Nagpur, Symbiosis International (Deemed University) Pune, MH, India. She has published more than 40 papers in Scopus/WoS indexed International Journals/Conferences and written some book chapters. She also holds a patent, a copyright, and has received project funding from Symbiosis International (Deemed University). Her research interests include Artificial Intelligence, Machine Learning, Deep Learning, and Data Science.

  • Programming and Problem solving
  • Machine Learning
  • Operating Systems
  • Programming in C
  • Database Management Systems
  • Specialization
    1. AI/ML
    2. Data Science
    3. Image Processing
  • Focus
    1. Machine Learning
    2. Deep Learning

Journal

No. Information
1 Gagandeep Kaur et al., “Exploring the efficacy of various CNN architectures in diagnosing oral cancer from squamous cell carcinoma”, MethodsX, December 2024
2 Gagandeep Kaur, Pradnya Mehta, Poorva Agrawal, “Elevating sentiment analysis with VGG-16's facial expression insights”, IAES International Journal of Artificial Intelligence (IJ-AI), September 2024.
3 Aditya Adake, Ayush Agrawal, Gagandeep Kaur, Shrawani Gulhane, “Investigation on State-of-the-Art Paraphrase Detection Approaches and Resources,” Panamerican Mathematical Journal, July 2024.
4 Gagandeep Kaur et al., “Deep Learning Model for Retrieving Color Logo Images in Content Based Image Retrieval,” Journal of Electrical Systems, April 2024.
5 Gagandeep Kaur et al., “Brain Tumor Detection Using Classification Model,” Journal of Electrical Systems, 2024.
6 Gagandeep Kaur et al., “Reinforcement Learning with Human Feedback: A CartPole Case Study,” Journal of Electrical Systems, 2024.
7 Gagandeep Kaur et al., “Machine learning approach for phishing website detection: A literature survey,” Journal of Discrete Mathematical Sciences and Cryptography, 2022.
8 Gagandeep Kaur et al., “Intelligent Search Engine Tool for Querying Database System”, International Journal of Mathematical, Engineering and Management Sciences (In-Press).
9 Gagandeep Kaur at al., “Automatic Customer Review Summarization Using Deep Learning-based Hybrid Sentiment Analysis,” International Journal of Electrical and Computer Engineering (IJECE), April 2024.
10 Gagandeep Kaur et al., “Social Media in the Digital Age: A Comprehensive Review of Impacts, Challenges and Cybercrime,” Engineering Proceedings, March 2024.
11 Gagandeep Kaur et al. “A Comprehensive Review of Metaverse: Taxonomy, Impact, and the Hype around It,” Engineering Proceedings, March 2024.
12 Gagandeep Kaur, et al., “Predictive Modeling of Bitcoin Prices using Machine Learning Techniques,” International Journal of Intelligent Systems and Applications in Engineering (IJISAE), Feb 2024.
13 Gagandeep Kaur, et al., “Brain Tumor Detection using Advanced Deep Learning Implementations,” Traitement du Signal, October 2023.
14 Gagandeep Kaur, et al., “A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis,” Journal of Big Data, Springer Nature, 2023.
15 Gagandeep Kaur, et al., “HAS: Hybrid Analysis of Sentiments for the perspective of customer review summarization,” Journal of Ambient Intelligence and Humanized Computing, 2022.
16 Gagandeep Kaur, et al., “Machine learning approach for phishing website detection: A literature survey,” Journal of Discrete Mathematical Sciences and Cryptography, 2022.
17 Gagandeep Kaur, et al., “Bibliometric Survey on Supply Chain in Healthcare using Artificial Intelligence,” Library Philosophy and Practice, 2020.
18 Gagandeep Kaur, et al., “Named Entity Recognition Approaches and their Comparison for Custom NER Model,” Science & Technology Libraries, Taylor and Francis, 2020.
19 Gagandeep Kaur, et al., “Review on SVM Based Method for Identification and Recognition of Faces by using Feature Distances”, International Journal of Scientific & Technology Research, 2020.

Conferences

No. Information
1 Gagandeep Kaur et al. “Detection of Eye Defect with the Aid of Answerable AI”, AIP Conference Proceedings, Dec 2024.
2 Gagandeep Kaur et al., "Unmanned Aerial Vehicals (UAVs): Exploring AI-Driven Applications, Challenges and Future Prospects Across Diverse Domains," 2024 10th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2024, pp. 1-5, doi: 10.1109/ICEES61253.2024.10776814.
3 Gagandeep Kaur et al., "Image Colorization: Comprehensive Review," 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Bali, Indonesia, 2024, pp. 529-535, doi: 10.1109/TIACOMP64125.2024.00093.
4 Gagandeep Kaur et al., "Speech-to-Text Conversion and Text Summarization," 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Bali, Indonesia, 2024, pp. 536-541, doi: 10.1109/TIACOMP64125.2024.00094.
5 Gagandeep Kaur et al., "Maximizing Urban Space: A Survey of Smart Parking Techniques and Innovations," 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Bali, Indonesia, 2024, pp. 542-548, doi: 10.1109/TIACOMP64125.2024.00095. Gagandeep Kaur et al., “An Examination of Prevalent Online Scams: Phishing Attacks, Banking Frauds, and E-Commerce Deceptions,” 2024 Second International Conference on Advances in Information Technology (ICAIT)
6 Gagandeep Kaur et al. “Unveiling cybersecurity frontiers: A comprehensive study of ethical hacking for information security”, AIP Conference Proceedings, September 2024
7 Gagandeep Kaur et al. “Securing the internet of things: Safeguarding connectivity in the cyber age”, Journal: AIP Conference Proceedings, September 2024
8 Gagandeep Kaur et al. “Blockchain security in cryptocurrency: Challenges, solutions, and future prospects”, Conference Proceedings, September 2024 Mundhada,
9 Gagandeep Kaur et al.,“Entrepreneurial development and dynamics: A comprehensive review”, ISBN 978-166847841-7, 978-166847840-0, July 2024.
10 Gagandeep Kaur et al., “An Empirical Analysis of Cloud Platforms for High Performance Computing,” 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024. Gagandeep Kaur et al., “The Impact of Gamification Across Different Educational Contexts,” 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024.
11 Gagandeep Kaur et al., "Advancements in Computer Vision: A Comprehensive Review," 2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET), Nagpur, India, 2024.
12 Gagandeep Kaur et al., “Comparison of Machine Learning and Deep Learning Algorithms for Diabetes Prediction Using DNA Sequences”, Book Chapter -Genomics at the Nexus of AI, Computer Vision, and Machine Learning, Sept 2024
13 Gagandeep Kaur et al., “AI Applications in Analyzing Gene Expression for Cancer Diagnosis: A Comprehensive Review,” Book Chapter -Genomics at the Nexus of AI, Computer Vision, and Machine Learning, Sept 2024 Gagandeep Kaur et al., "Quantum Computing: The Future of Healthcare Scopus Indexed Conference and Book Chapter Publications Technology," 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0, Raigarh, India, 2024.
14 Gagandeep Kaur et al., “Design of a Sensor-Based Door Opening and Closing System Using Arduino for Women's Safety,” In book: AI Tools and Applications for Women’s safety, Publisher: IGI Global, January 2024.
15 G. Kaur, et al., Exploring the role of AI in overcoming women's sexual and reproductive wellbeing barriers, Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing, 2024, Pages 129 – 147, DOI:10.4018/979-8-3693-3406-5.ch009
16 G. Kaur, et al., A Comparative Study of DWT and DCT Along with AES Techniques for Safety Transmission of Digital Bank Cheque Image, Computing Science, Communication and Security - 4th International Conference, COMS2 2023, 2023, Volume 1861 CCIS, Pages 70 – 86, DOI:10.1007/978-3-031-40564-8_6
17 Gagandeep Kaur, et al., "Comparison of Different Machine Learning Algorithms for Predictive Maintenance," Proceedings of IEEE Conference-International Conference for Advancement in Technology (ICONAT), Goa, India, 2023.
18 Gagandeep Kaur, et al., “Comprehensive Review on Digital Image Forgery Detection Methods,” 1st International Conference on Recent Advances in Computing Sciences (RACS-2022), Punjab, India, 2022.
19 Gagandeep Kaur, et al., "Comparison of Different Machine Learning Algorithms for Sentiment Analysis," Proceedings of IEEE Conference-International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), Erode, India, 2022.<
20 Gagandeep Kaur, et al., "AI/ML Sentiment Analysis Model for Medical Chatbot: A Review," 2022 Algorithms, Computing and Mathematics Conference (ACM), Chennai, India, 2022.
21 Gagandeep Kaur, et al., “An In-Depth Survey on Massive Open Online Course Outcome Prediction”, Proceedings of ICCCMLA, Springer, 2020.

Book

No. Information
1 Gagandeep Kaur, Latika Pinjarkar, Poorva Agrawal, “ Customer Review Summarization using Hybrid Analysis of Sentiments,” LAP LAMBERT Academic Publishing, June 2024.
2 Poorva Agrawal, Gagandeep Kaur, Latika Pinjarkar, “Neural Network Algorithm for Coordinated Multi-Robot Hunting,” LAP LAMBERT Academic Publishing, June 2024.
3 Latika Pinjarkar, Gagandeep Kaur, Poorva Agrawal, “Innovative CBIR in Trademark Registration: Design and Implementation,” LAP LAMBERT Academic Publishing, May 2024.
4 User Charvi Kumar, Poorva Agrawal, Gagandeep Kaur, Suhashini Chaurasia, Sivaram Ponnusamy, "Exploring the Role of AI in Overcoming Women's Sexual and Reproductive Wellbeing Barriers" AI Tools and Applications for Women’s Safety, edited by Sivaram Ponnusamy, et al., IGI Global, Jan 2024, pp. 74-90. https://doi.org/10.4018/979-8-3693-1435-7
5 uhashini Chaurasia, Sumukh, Gagandeep Kaur, Shobhane P., Poorva Agrawal & Deepali Bhende, "Design of a SensorBased Door Opening and Closing System Using Arduino for Women's Safety" Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing, edited by Sivaram Ponnusamy, et al., IGI Global, Jan 2024, pp. 74-90. https://doi.org/4018/979-8-3693-3406-5
Application No. C.B.R No. Title Filed Date
202421016113 10936 Image Similarity Measurement with Local Transform Based Similarity Metric 7th March 2024
  • Certified from Nvidia DLI Fundamentals of Accelerated Computing with CUDA C/C++and accelerating CUDA C++ Applications with multiple GPUs
  • Attended many Faculty Development Programme and Workshops
  • Worked on Industry sanctioned projects in collaboration with the Institute
  • Reviewer of reputed journals: Springer Nature of Computer Sciences, Information Discovery and Delivery
  • Completed Red Hat System Administration and Python Programming Course
  • Completed NN and Deep Learning Coursera course
  • Completed 3D Modelling using Blender online course offered by IIT Bombay
  • Certified from IBM Lotus, IBM RSA and IBM TDS

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