Research

"Great research begins with curiosity, thrives on persistence, and leaves behind a legacy of understanding."

Hello everyone,

I’m V. Sowjanya, a passionate academician and a driven researcher in the domain of Computer Science and Engineering, currently pursuing a Ph.D. at Acharya Nagarjuna University. With over a decade of teaching experience and a growing portfolio of research contributions, my journey has been one of continuous learning, exploration, and innovation.

Research for me is more than just a professional pursuit—it's a means to solve real-world problems, ignite new ideas, and contribute meaningfully to the evolving landscape of technology. From publishing in reputed journals to obtaining multiple patents and receiving national-level research awards, I aim to bridge the gap between academic inquiry and practical application.

My Areas of Interest Include:

Artificial Intelligence and Machine Learning
Data Science and Visualization
Cybersecurity
IoT and Smart Systems
Pattern Recognition and Soft Computing

Journal Publications

2024

Published a paper entitled “Diving into AWS Data Lake” in International Research Journal of Engineering and Technology (IRJET), Volume:11 Issue:04 | Apr 2024, e-ISSN: 2395 – 0056. (UGC Care)

2023

Published a paper entitled “Study On Patents In Genomics And Human Genetics” in African Journal of Biological Sciences, ISSN: 2663-2187, Volume 5, Issue 3, July 2023, doi: 10.33472/AFJBS.5.3.2023.01 08 (Scopus)

2022

Published a research paper entitled “A review based Investigation of Exploratory analysis in AI and Machine learning for a variety of Applications” in International Journal on Recent and Innovation Trends in Computing and Communication, ISSN: 2321-8169, Volume:10, Issue:2s, DOI: https://doi.org/10.17762/ijritcc.v10i2s.5926, pg.No:182-185, on Dec 31st 2022.(Scopus)

Conference Publications

2024

Published a paper entitled “Water Level Prediction using Random Forest Algorithm” in 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA-2023), IEEE-Xplore on 09.02.2024, DOI: 10.1109/ICECA58529.2023.10394849
Presented a paper entitled “Abusive Comment Detection in Telugu Using Deep Learning” in the 4th international conference on Recent Trends in Engineering, Technology and Management (ICRETM-2024) held on 5th & 6th April 2024, organized by Suguna College of Engineering, Coimbatore, India.

2023

Published a paper entitled “Customer Churn Prediction using Machine Learning: Subscription Renewal on OTT Platforms” IEEE-2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC-2023) 04-06 May 2023, DOI: 10.1109/ICAAIC56838.2023.10140287
Presented & Published a paper entitled “Machine Learning Forecast of Metro Interstate Traffic Volume” in ICCCE 2024: Proceedings of the 6th International Conference on Communications and Cyber Physical Engineering pp 625–634, Part of the Lecture Notes in Electrical Engineering book series (LNEE,volume 1096), on 5th Feb 2024, ISBN 978-981-99-7137-4 (eBook), https://doi.org/10.1007/978-981-99-7137-4 (Springer)
Presented & Published a paper entitled “Object Detection the Usage of YOLOV5: A Deep Learning Approach” in ICCCE 2024: Proceedings of the 6th International Conference on Communications and Cyber Physical Engineering, pp 615–623, Part of the Lecture Notes in Electrical Engineering book series (LNEE,volume 1096), on 5th Feb 2024, ISBN 978-981-99-7137-4 (eBook), https://doi.org/10.1007/978-981-99-7137-4 (Springer)

2022

Published a Paper entitled “Post Quantum Stegnography for cloud privacy preservation using multivariable Quadratic polynomial” in 2022 1st International Conference on Computer, power, communications, ICCPC-2022-proceedings,on 14th – 16th Dec 2022 with ISBN: 979-835039784-0, DOI: 10.1109/ICCPC55978.2022.10072036. (Scopus)

2012-2021

1. Published a paper entitled “Machine Learning Based Face Recognition System” in ECS transactions, First International Conference on Technologies for Smart Green Connected Society 2021 November 29, 2021-November 30, 2021, USA, Volume 107, 2022. Page.No:19979, https://doi.org/10.1149/10701.19979ecst. (Scopus)

2. Published a paper entitled “Detection of Intrusion Attack Using Customized ANN" in IJIEMR-Elsevier-SSRN, ISSN: 2456-5083, Vol-11, Spl.Issue-04, and May 2022.pages:94-103. DOI: 10.48047/IJIEMR/V11/SPL ISSUE 04/10

3. Published a paper entitled “Association Rule Based Book Recommendation System using NLP" in IJIEMR-Elsevier-SSRN, ISSN: 2456-5083, Vol-11, Spl.Issue-04, and May 2022, pages:1-12. DOI: 10.48047/IJIEMR/V11/SPL ISSUE 04/01

4. Published a paper entitled "Breast Cancer Prediction Analysis" in Parishodh Journal (UGC Care Journal),ISSN NO:2347-6648, Volume XI, Issue VI, June-2022, page No: 522

5. Published a paper entitled "Mercari Price Suggestion Using LightGBM" in Journal of Applied Science and Computations (JASC-UGC Care Journal), ISSN NO:1076-5131, Volume IX, Issue VI, June-2022, page No:37

6. Published a paper entitled "Online Customer Buying Probability Detection Using K-Best and Random Forest Algorithms" in IJIEMR-Elsevier-SSRN, ISSN: 2456-5083, Vol-10, Issue-09, Sept 2021.

7. Published a paper entitled “Indian Premier League Match Score Prediction using Machine Learning Algorithms" in IJIEMR-Elsevier-SSRN, ISSN: 2456-5083, Vol-10, Issue-09, Sept 2021.

8. I published a Research Paper Entitled “Machine Learning Algorithms Analysis on the Application of Cancer Analysis” in Turkish Journal of Computer and mathematics Education, Vol-12, No.8 (2021) (Scopus)

9. I published a Research Paper entitled “An Analytical Review of IOT Based Machine Learning Techniques” in International Journal of Advanced Science and Technology, Vol-29, No-05,(2020), ISSN:2005-4238.(Scopus)

10. Published a student project Paper entitled “CODEC: An Android Application that Encrypts and Decrypts the Info” in Alochana Chakra Journal(UGC Care Journal) , ISSN NO:2231-3990, Volume IX, Issue IV, April-2020

11. Published a student project Paper entitled “Web Based Travel Recommendation System” in Mukt Shabd Journal (UGC Care Journal), ISSN NO:2347-3150, volume IX, Issue:IV, April-2020.

12. Published a Research Paper entitled “Research of Professional of the Classification and Segmentation of Computed Tomography Brain Images” in International Journal of Engineering and Advanced Technology (IJEAT), ISSN: 2249 – 8958, Volume-9 Issue-2, December, 2019.(Scopus)

13. I published a Research paper entitled " A survey on new Optimization Algorithm Called Multi Frequency Vibration PSO and its Test Cases" in IJIRCCE, Volume 5, Issue 6, June 2017.

14. I published a Research Paper entitled “Pattern Discovery Taxonomy for Effective Text Mining”, International Journal of Research in Computer Science and Engineering (IJRCSE) vol-5, Issue-5, Sep-Oct-2015.

15. I published a Research Paper entitled “Architecture for Intrusion Detection on IP Based Sensor Networks in the “International Research of Engineering Sciences” (ISSN NO -2330-4338), Volume-1 Issue-1 in the Year 2013.

16. I Published a Research Paper entitled “Adaptive Monitoring Solution Satisfy User Profiles for Targeted Online Data Delivery” in the “International Journal for Development of Computer Science and Technology” (IJDCST) (ISSN NO-2320-7884), Volume-1 in the Year 2013.

17. I Published a Research Paper entitled “Perspective of Homogenous Motion Reincarnation Based on Artificial Intelligence” in the “International Journal for

Development of Computer Science and Technology” (IJDCST) (ISSN NO-2320-

7884), Volume-1 in the Year 2013.

18. Published a Research Paper entitled “Training Feed forward Neural Networks

Optimized Back propagation algorithm” in the “International Journal of Electronics

Computer Science engineering” (IJECCE) (ISSN NO-2249- 071X), Volume-3, Issue-6

in the Year 2012-13.

Patents

2024-25

1. Published an Indian patent with the title of invention “A System for continuous risk assessment and deceptive credential management in cyber security” on 12/7/2024 with application number 202441051674.

2023-24

Published an Indian patent with the title of invention “An Artificial Intelligence (AI) based system for supporting individuals by conveying knowledge and method thereof” on 05.01.2024 with Application Number 202341081549.

2022-23

1. Published and got acceptance for an Indian design patent (Grant) with the title of invention “Wearable Social Distance Alerting Device” on 12.11.2022 with Application Number 373992-001, cbr Number: 208346.

2021-22

Published an Indian patent with the title of invention “A machine learning methodology for 3d dimensional optimizing material efficiency in additive manufacturing” on 23.7.2021, Appl.No: 202141032236.

2020-21

Published an Indian patent with the title of invention "IOT Based Patient tracing and monitoring system for COVID-19" on 15.01.2021 with Application Number 202141044784.
Published an Indian patent with the title of invention “Detection of weeds in crops using machine learning techniques” on 07/08/2020, Appl.No: 202041031171.
Published an Indian patent with the title of invention “Smart Electronic Device and System for Object Preserving and Tracking” on March 2020. Appl.Num: 202041008782.

Book Chapters published

2024-25

2023-24

1. Published a paper entitled “brain tumor Detection in MRI images by applying segmentation and area calculation method using Matlab” in Edited Book titled “Transforming visual data analysis with machine learning advancements in image processing” with ISBN 978-93-340-7157-3 on May 2024.

2022-23

.1. Published a research paper entitled “A Survey on Parkinson’s Disease Diagnosis through Computer Assist” in the Edited Book Titled “Scope of Federated Learning in Next Gen Industrial Systems” with ISBN: 978-93-5777-445-1 on Dec 2022.

2021-22

Published a paper entitled “Identification of Landslides with Deep Learning Techniques” in the Edited Book Titled “Top 5 technology trends in world transforming data to knowledge” with ISBN: 978-93-5636-162-1 on May 2022.
Published a paper entitled “Reinforced Lung Segmentation and classification Model for COVID-19 Diagnosis” in the Edited Book Titled “Machine Learning Applications in Health Care” with ISBN: 978-93-5566-688-8 on 5th May 2022

Books published(Edited)

2024-25

2023-24

Published an Edited Book Titled “Sustainable AI and IOT Based Sensor Data Analytics” ISBN: 978-93-340-1496-9 on Mar 2024

2022-23

Published an Edited Book Titled “Research Algorithms in Real world Applications” ISBN: 978-93-5779-832-7 on Mar 2023.

2021-22

Published an Edited book entitled “Top 5 Technology Trends in world Transforming Data to Knowledge” with ISBN NO: 978-93-5636-162-1 by Immortal Publications on May 2022.
Published an Edited book entitled “Machine Learning Applications in Health Care” with ISBN NO: 978-93-5566-688-8 by Immortal Publications on May 2022.
Published an Edited book entitled “Recent challenges and Applications of Machine Learning and Data Science” with ISBN NO: 978-93-5437-721-1 by Immortal Publications on FEB 2021.

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