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Dr. Poorva Agrawal

Assistant Professor

  • Education   Ph.D.
Dr. Poorva Agrawal

Dr. Poorva Agrawal obtained her PhD degree in Computer Science and Engineering from Symbiosis International (Deemed University), Pune, India in 2020. She obtained her M.Tech degree in Computer Science and Engineering from SGSITS, Indore, India in 2012. She has been engaged in research and teaching for more than 14 years. At present she is working as Senior Assistant Professor in CSE Department at Symbiosis Institute of Technology Nagpur, Symbiosis International (Deemed University) Pune, MH, India. She has presented more than 40 papers in International/National Journals/ Conferences. Her research interests include Artificial Intelligence, Machine Learning, Data Science, Image Processing, and Computer Vision.

  • Artificial Intelligence
  • Theory of Computation
  • Programming in C
  • Programming and Problem Solving
  • Specialization
    1. Soft Computing
    2. Artificial Intelligence
    3. Machine Learning
  • Focus
    1. Deep Learning

Journal

No. Information
1 Poorva Agrawal et. al, “Elevating sentiment analysis with VGG-16's facial expression insights”, IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 13, No. 3, September 2024, pp. 3395-3403, ISSN: 2252-8938, http://doi.org/10.11591/ijai.v13.i3.pp3395-3403
2 Poorva Agrawal et. al, “Intelligent Search Engine Tool for Querying Database System”, International Journal of Mathematical, Engineering and Management Sciences. Volume 9, Issue 4, Pages 914 – 930 August 2024, ISSN: 24557749, DOI: 10.33889/IJMEMS.2024.9.4.048
3 Poorva Agrawal et. al, "A Comprehensive Review of Metaverse: Taxonomy, Impact, and the Hype around It", Engineering Proceedings. March 2024; 62(1):6. https://doi.org/10.3390/engproc2024062009
4 Poorva Agrawal et. al, “Social Media in the Digital Age: A Comprehensive Review of Impacts, Challenges and Cybercrime”, Engineering Proceedings. March 2024; 62(1):6. https://doi.org/10.3390/engproc2024062006.
5 Poorva Agrawal et. al, “Predictive Modeling of Bitcoin Prices Using Machine Learning Techniques”, International Journal of Intelligent Systems and Applications in Engineering, vol. 12, no. 17s, Feb. 2024, pp. 578-86.
6 Poorva Agrawal et. al, “Employing CNN Features for Automated Brain Tumor Classification in MRI”, International Journal of Intelligent Systems and Applications in Engineering, vol. 12, no. 11s, Jan. 2024, pp. 380-6, https://ijisae.org/index.php/IJISAE/article/view/4458.
7 Poorva Agrawal*, Seema Ghangale, “Predict Employee Churn Rate Using Machine Learning Techniques”, European Chemical Bulletin, Volume -12, Special Issue-5(Part-A), May 2023
8 Poorva Agrawal et. al, “A Bibliometric and Word Cloud Analysis on the Role of the Internet of Things in Agricultural Plant Disease Detection”, Applied System Innovation, 2571-5577, Scopus and WoS indexed, Feb 2023.
9 Poorva Agrawal, Gagandeep Kaur, Anusha, “Artificial Intelligence-Based Method to Improve Tourism with the Help of Android Studio”, International Journal of Innovative Technology and Exploring Engineering, Vol. 10, Issue 6, April 2022, pp 50-56.
10 Poorva Agrawal, Vijayshri Khedkar, “A Real-time Continuous Sweeping Strategy for Multiple Cleaning Robots”, Solid State Technology, Feb 2021.
11 Poorva Agrawal, Gagandeep Kaur, Snehal Sagar Kolekar, “Investigation on biomedical waste management of hospitals using cohort intelligence algorithm”, Soft Computing Letters, Elsevier Vol. 3, November 2020.
12 Poorva Agrawal et. al, “Named Entity Recognition Approaches and Their Comparison for Custom NER Model”, Science & Technology Libraries, 2020 Vol 39, No. 3, pp. 324-337
13 Poorva Agrawal, Himanshu Agrawal, Vidyasagar Potdar,“A novel bio-inspired algorithm for hunting in multi robot scenario”, Indonesian Journal of Electrical Engineering and Computer Science, Vol 15, No. 3 Sept 2019, pp. 1553-1563.
14 Snehal Sagar Kolekar, Poorva Agrawal, “Optimization Techniques to Solve Waste Management Problem: A Review”, Indian Journal of Public Health Research & Development, Vol 10, No. 8, Aug 2019, pp. 764-768.
15 Poorva Agrawal, Himanshu Agrawal, “Adaptive algorithm design for cooperative hunting in multi-robots”, International Journal of Intelligent Systems and Applications, Vol 10, No. 12, Dec 2018, pp. 47-55.
16 Poorva Agrawal et. al, “A Survey on Road Traffic Sign Recognition System using Convolution Neural Network”, International Journal of Current Engineering and Technology, Vol 8, No. 1, Feb 2018, pp. 104-108.
17 Poorva Agrawal et. al, “Predicting Performance and Potential Difficulties of University Student using Classification: Survey Paper”, International Journal of Pure and Applied Mathematics, Vol 118, Issue 18, 2018, pp. 2703- 2707.
18 Vikram More, Poorva Agrawal,” Study on Aesthetic Analysis of Photographic Images Techniques to Produce High Dynamic Range Images”, International Journal of Computer Applications (0975 – 8887) Volume 159 – No 8, February 2017.
19 Aboli Gorkar, Poorva Agrawal, “Task Allocation for Multirobot: A Survey”, International Journal of Computer Technology and Applications, 9(10), 2016, pp. 1-11.
20 Ashay Urade, Poorva Agrawal, “MLMN: An Efficient Framework for Multi-Layer model for Novelty Detection in Data Mining”, Journal of Theoretical and Applied Information Technology, Vol 90, Issue 1, Aug 2016.
21 Gebrehiwot Abraha, Poorva Agrawal, “Robotic Failure Coordination In Multi-Robot Hunting”, International Journal of Engineering Research- online, Vol. 4, issue 2 April 2016.
22 Poorva Agrawal and Dr. Himanshu Agrawal, "A Review on Multi Robot Cooperation using Bio Inspired Neural Networks", IJSCMC, Nov 2013. Volume 2, Number 4, ISSN no.- 2201-4160.pp - 15-24.
23 Poorva Agrawal et. al, "Literature Survey on Sparse Representation for Neural Network Based Face Detection and Recognition", Circuits and Systems: An International Journal (CSIJ), Vol. 1, No.2, April 2014, pp 23-31.
24 Poorva Agrawal, Aruna Tiwari, “On Construction of Binary Higher Order Neural Networks and Realization of Boolean Functions”, International Journal of Computer Applications and Information Technology, 2012.
25 Poorva Agrawal, Aruna Tiwari, “Realization of Boolean Functions Using Binary Higher Order Neural Network”, International Journal of Advanced Engineering Research and Studies, 2012.
26 Poorva Agrawal et. al, “Intelligent Search Engine Tool for Querying Database System”, International Journal of Mathematical, Engineering and Management Sciences (In-Press).<
27 Poorva Agrawal et. al, "A Comprehensive Review of Metaverse: Taxonomy, Impact, and the Hype around It", Engineering Proceedings. March 2024; 62(1):6. https://doi.org/10.3390/engproc2024062009
28 Poorva Agrawal et. al, “Social Media in the Digital Age: A Comprehensive Review of Impacts, Challenges and Cybercrime”, Engineering Proceedings. March 2024; 62(1):6.https://doi.org/10.3390/engproc2024062006
29 Poorva Agrawal et. al, “Predictive Modeling of Bitcoin Prices Using Machine Learning Techniques”, International Journal of Intelligent Systems and Applications in Engineering, vol. 12, no. 17s, Feb. 2024, pp. 578-86.
30 Poorva Agrawal et. al, “Employing CNN Features for Automated Brain Tumor Classification in MRI”, International Journal of Intelligent Systems and Applications in Engineering, vol. 12, no. 11s, Jan. 2024, pp. 380-6,https://ijisae.org/index.php/IJISAE/article/view/4458.
31 Poorva Agrawal et. al, “Predict Employee Churn Rate Using Machine Learning Techniques”, European Chemical Bulletin, Volume -12, Special Issue-5(Part-A), May 2023
32 Poorva Agrawal et. al, “A Bibliometric and Word Cloud Analysis on the Role of the Internet of Things in Agricultural Plant Disease Detection”, Applied System Innovation, 2571-5577, Scopus and WoS indexed, Feb 2023.
33 Poorva Agrawal et. al, “Artificial Intelligence-Based Method to Improve Tourism with the Help of Android Studio”, International Journal of Innovative Technology and Exploring Engineering, Vol. 10, Issue 6, April 2022, pp 50-56.
34 Poorva Agrawal et. al, “A Real-time Continuous Sweeping Strategy for Multiple Cleaning Robots”, Solid State Technology, Feb 2021.
35 Poorva Agrawal et. al, “Investigation on biomedical waste management of hospitals using cohort intelligence algorithm”, Soft Computing Letters, Elsevier Vol. 3, November 2020.
36 Poorva Agrawal et. al, “Named Entity Recognition Approaches and Their Comparison for Custom NER Model”, Science & Technology Libraries, 2020 Vol 39, No. 3, pp. 324-337
37 Poorva Agrawal et. al, “An In-Depth Survey on Massive Open Online Course Outcome Prediction”, Book chapter on Cybernetics, Cognition and Machine Learning Applications Springer, 2020, pp. 11-21
38 P. Agrawal, et al., Review on SVM based method for identification and recognition of faces by using feature distances, International Journal of Scientific and Technology Research, 2020, Volume 9, Issue 1, Pages 4262 – 4266
39 Poorva Agrawal et. al, “A novel bio-inspired algorithm for hunting in multi robot scenario”, Indonesian Journal of Electrical Engineering and Computer Science, Vol 15, No. 3 Sept 2019, pp. 1553-1563.
40 Poorva Agrawal et. al, “Optimization Techniques to Solve Waste Management Problem: A Review”, Indian Journal of Public Health Research & Development, Vol 10, No. 8, Aug 2019, pp. 764-768
41 Poorva Agrawal et. al, “Adaptive algorithm design for cooperative hunting in multi-robots”, International Journal of Intelligent Systems and Applications, Vol 10, No. 12, Dec 2018, pp. 47-55.
42 Poorva Agrawal et. al, “A survey on text document categorization using enhanced sentence vector space model and bi-gram text representation model based on novel fusion techniques”, 2nd International Conference on Inventive Systems and Control, 2018, pp. 218-225.
43 Poorva Agrawal et. al, “A Survey on Road Traffic Sign Recognition System using Convolution Neural Network”, International Journal of Current Engineering and Technology, Vol 8, No. 1, Feb 2018, pp. 104-108.
44 Poorva Agrawal et. al, “Predicting Performance and Potential Difficulties of University Student using Classification: Survey Paper”, International Journal of Pure and Applied Mathematics, Vol 118, Issue 18, 2018, pp. 2703- 2707.
45 Poorva Agrawal et. al, “Study on Aesthetic Analysis of Photographic Images Techniques to Produce High Dynamic Range Images”, International Journal of Computer Applications (0975 – 8887) Volume 159 – No 8, February 2017.
46 Poorva Agrawal et. al, “Task Allocation for Multirobot: A Survey”, International Journal of Computer Technology and Applications, 9(10), 2016, pp. 1-11.
47 Poorva Agrawal et. al, “MLMN: An Efficient Framework for Multi-Layer model for Novelty Detection in Data Mining”, Journal of Theoretical and Applied Information Technology, Vol 90, Issue 1, Aug 2016.
48 Poorva Agrawal et. al, “Robotic Failure Coordination In Multi-Robot Hunting”, International Journal of Engineering Research- online, Vol. 4, issue 2 April 2016
49 Poorva Agrawal et. al, "A Review on Multi Robot Cooperation using Bio Inspired Neural Networks", IJSCMC, Nov 2013. Volume 2, Number 4, ISSN no.- 2201-4160.pp - 15-24.
50 Poorva Agrawal et. al, "Literature Survey on Sparse Representation for Neural Network Based Face Detection and Recognition", Circuits and Systems: An International Journal (CSIJ), Vol. 1, No.2, April 2014, pp 23-31
51 Poorva Agrawal et. al, “On Construction of Binary Higher Order Neural Networks and Realization of Boolean Functions”, International Journal of Computer Applications and Information Technology, 2012.
52 Poorva Agrawal et. al, “Realization of Boolean Functions Using Binary Higher Order Neural Network”, International Journal of Advanced Engineering Research and Studies, 2012

Conferences

No. Information
1 Poorva Agrawal et. al, “Unveiling cybersecurity frontiers: A comprehensive study of ethical hacking for information security”, Journal: AIP Conference Proceedings, September 2024
2 Poorva Agrawal et. al, “Securing the internet of things: Safeguarding connectivity in the cyber age”, Journal: AIP Conference Proceedings, September 2024
3 Poorva Agrawal et. al, “Blockchain security in cryptocurrency: Challenges, solutions, and future prospects”, Journal: AIP Conference Proceedings, September 2024
4 Poorva Agrawal et. al, “Entrepreneurial development and dynamics: A comprehensive review”, ISBN 978-166847841-7, 978-166847840-0, July 2024.
5 Poorva Agrawal 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.
6 Poorva Agrawal et. al, “The Impact of Gamification Across Different Educational Contexts,” 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024.
7 Poorva Agrawal et. al ,"Exploring the Role of AI in Overcoming Women's Sexual and Reproductive Wellbeing Barriers," In book: Wearable Devices, Surveillance Systems, Publisher: IGI Global, March 2024.
8 Poorva Agrawal et. al, "Comparative analysis of deepfake detection methods using machine learning and deep learning," 2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT), Kollam, India, 2024, pp. 1577-1583, doi: 10.1109/ICCPCT61902.2024.10673002.
9 Poorva Agrawal et. al, "Advancements in Computer Vision: A Comprehensive Review," 2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET), Nagpur, India, 2024.
10 Poorva Agrawal 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
11 Poorva Agrawal 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.
12 Poorva Agrawal et. al, “An In-Depth Survey on Massive Open Online Course Outcome Prediction”, Proceedings of ICCCMLA, Springer, 2020.
13 AD Amensisa, S Patil, P Agrawal, “A survey on text document categorization using enhanced sentence vector space model and bi-gram text representation model based on novel fusion techniques”, 2nd International Conference on Inventive Systems and Control, 2018, pp. 218-225.
14 Poorva Agrawal et. al, “Simultaneous Localization and Mapping for Visually Impaired People for Outdoor Environment”, book chapter on Proceedings of the Second International Conference on Computer and Communication Technologies, 2016. pp 107-115.
15 Poorva Agrawal et. al, “Simulation Study of Multi-Robot for Intelligent Transportation System”, IEEE Conference (India), ISBN: 978-1-4799-5362-2, December 2014, pp 1-5.
16 Agrawal et. al, “Realiz “Simulation Study of Multi-Robot for Intelligent Transportation System”, IEEE Conference (India), ISBN: 978-1-4799-5362-2, December 2014, pp 1-5.
17 P. Agrawal, 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

Book

No. Information
1 Poorva Agrawal, Gagandeep Kaur, Latika Pinjarkar, “Neural Network Algorithm for Coordinated Multi-Robot Hunting,” LAP LAMBERT Academic Publishing, June 2024.
2 Gagandeep Kaur, Latika Pinjarkar, Poorva Agrawal, “ Customer Review Summarization using Hybrid Analysis of Sentiments,” 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.
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
  • Received an award by HR Success talk for the Global Young Women Excellence Award in July 2022 ❖ 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, IEEE Transactions on Systems, Man and Cybernetics
  • Completed NN and Deep Learning Coursera course
  • Gate qualified with 92 percentile in year 2012
  • Gate qualified with 93.04 percentile in year 2010

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