Qualification

• Doctor of Philosophy (Ph. D)
  
• Master of Science.
  
• Post Graduate Diploma in Computer Application

Other Experience

• Mangalore University-Guest Faculty
• P.A.College of Engineering
• ICFAI Business School
• Srinivas Institute of Technology

Publications and Research

1. Nooji, S, Kini, S, Comparative Evaluation of Machine Learning Algorithms For Lulc Classification Using Landsat 9 And Sentinel-2 Data On Gee: A Case Study of Coastal Karnataka Cities of Mangaluru and Udupi, India. Int. J. Appl. Math., vol. 38, pp. 1407–1418, 2025, https://doi.org/10.12732/ijam.v38i5.1271.

2. Nooji S., Kini S. & Holla M.R. LULC transformation and urbanization impacts on thermal and ecological dynamics in the medium sized coastal cities of Mangaluru and Udupi, Karnataka, India. Discov Appl Sci (2025). https://doi.org/10.1007/s42452-025-08099-3.

3. Published Paper on “A Comprehensive Analysis of Machine Learning and Deep Learning Methods for Sentiment analysis in Twitter” – SN Computer Science (2024), Springer Nature Journal, Published Online on 30th September, 2024 with DOI: https://doi.org.10.1007/s42979-024-03216-2.

4. Published Paper on “Classification and Feature Selection of Alzheimer’s Disease for MRI Data Utilizing Convolutional Neural Network and Support Vector Machine” – SN Computer Science (2024), Springer Nature Journal, Published Online on 10th July, 2024 with DOI: https://doi.org/10.1007/s42979-024-03019-5

5. Published a Paper on “Analysis and Detection of Autism Spectrum Disorder using Advanced Machine Learning Techniques: A Review of Literature” in Journal of Emerging Technologies and Innovative Research, An International Open Access Journal, Peer-reviewed, Referred Journal, JETIR No.63975 & 7.95 Impact Factor published in Volume 10 Issue 12, December 2023.

6. Archana Yashodhar & Shashidhar Kini K(2023). Comparison of Transfer Learning algorithm in predicting Alzheimer’s disease. Published in: 2023 International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS) DOI: 10.1109/ICAECIS58353.2023.10170318 .

7. Sumangala N., & Shashidhar Kini. (2022). Impact of Adopting Machine Learning Methods on Indian Agriculture Industry- A Case Study. International Journal of Case Studies in Business, IT and Education (IJCSBE), 6(2), 446–458.https://doi.org/10.47992/IJCSBE.2581.6942.0208

8. Sumangala N., & Shashidhar Kini. (2022). Digital Business Transformation: A Case Study of Wipro. International Journal of Case Studies in Business, IT and Education (IJCSBE), 6(2), 422–434. https://doi.org/10.47992/IJCSBE.2581.6942.0206

9. Sumangala N., & Shashidhar Kini. (2022). A Systematic Review of Machine Learning Applications in Land Use Land Cover Change Detection using Remote Sensing. International Journal of Applied Engineering and Management Letters (IJAEML), 6(2), 327–350. https://doi.org/10.47992/IJAEML.2581.7000.0162

10. Paper entitled “Phoneme based Kannada Speech Corpus for Automatic Speech Recognition System”, in IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE-2022) organized by Bellari Institute of Technology and Management, Bellari on 23-24th April, 2022.

11. Archana Yashodhar and S. Kini, “Performance Measurements of different Classification techniques for the Alzheimer’s Disease Neuroimaging Initiative,” 2021 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), 2021, pp. 322-326, doi: 10.1109/DISCOVER52564.2021.9663705.

12. Paper entitled “Prediction of Alzheimer’s Disease using Machine Learning (Alzheimer’s Disease Neuro-imaging Initiative”) in the International Conference on Recent Trends in Science & Technology ICRST-2021 organized by ATME College of Engineering Mysuru held on 8th and 9th July, 2021.

13. Paper entitled “Sentiment Analysis: A Review” is presented and awarded the BEST PAPER in the International Conference on Advanced IT, Engineering and Management (SACAIM 2018) at AIMIT, Mangalore on 15th & 16th November 2018.

14. Paper entitled “Review on Classification and Feature Selection Algorithms and its Application” is presented in the Third IEEE International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT-2018) in association with IEEE Bangalore Section organized by GSSS Institute of Engineering and Technology for Women, Mysuru on 14th & 15th December, 2018.

15. Paper entitled “Techniques in Multi-Language Speech Recognition – A Survey” is presented in the Third IEEE International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT-2018) in association with IEEE Bangalore Section organized by GSSS Institute of Engineering and Technology for Women, Mysuru on 14th & 15th December, 2018.

16. Paper entitled “Data Management in Technical Institutions in India with special reference to Karnataka State, D.K. District” is published in the International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE), Vol, 2, Special Issue 5, October, 2014 with ISSN (Online):2320-9801, ISSN Print: 2320-9798.Impact factor: 4.447.

17. Paper entitled “Business Intelligence for CRM: A Vision of Technical Education” is published in the International Journal of Innovations in Engineering & Technology (IJIET), a peer reviewed journal. ISSN 2319-1058, Vol. 2, Issue 1, February, 2013, pp. 415-419 with impact factor 0.67.

18. Paper entitled “Electronic Customer Relationship Management (e-CRM): Data Integration for Technical Institutions” published in.” Proceedings of International Conference on Internet Computing and Information Communications. Springer India, 2014.

19. Paper entitled “Role of CRM e-Business in Knowledge Economy” is published in International Journal of Commerce and Management Studies – Internationally Indexed Journal. ISSN-2229-5674, Vol.I I, Issue 2, March, 2011.

20. Presented a paper entitled “A Vision of Data Modeling Data Warehousing for Technical Institutions in India” at the “ The 2012 International Conference on Technology & Society in Asia“, at Polytechnic Graduates’ Guild, Singapore on 27-29 October, 2012 sponsored by the Society on Social Implications of Technology (SSIT) of the Institute of Electrical and Electronics Engineers (IEEE).

21. Paper entitled “Enterprise Data Model – A study with reference to Technical Institution” presented at The 2010 International Conference on Web Information Systems and Mining (WISM’10) and the 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI’10) jointly held from October 22-24, 2010 in the Yuhai International Resort Hotel, in Sanya, Hainan, China and same has published in IEEE International Journal with DOI 10.1109/WISM.2010.111, Vol. II, October, 2010, pp.323-326.

22. Presented a paper entitled “Business Intelligence for CRM: A Vision of Technical Education” at the “International Conference on Emerging Technology Trends in Advanced Engineering Research” at Baselios Mathews II College of Engineering, Kollam on Feb. 20-21, 2012.

23. Presented a paper entitled “A Study on Importance of Business Intelligence in Institutions offering Technical Education” at the National Seminar on “Business in the Global Economy: Issues & Challenges” Organized by Department of MBA, Srinivas Institute of Technology, Mangalore on 26th April, 2013.

24. Presented a paper entitled “A Study on Data Warehousing and CRM” at the National Seminar on “Economic Revival: Business Perspectives and Opportunities” organized by P.G. Department of Business Administration, St. Joseph’s Engineering College, Vamanjoor, Mangalore on 29th-30th April, 2010.

25. Presented a paper entitled “Role of e-CRM in Data Warehousing” at the International Conference on Computer Science and Information Technology (ICCSIT-2010) organized by Department of Information Science Engineering, R.L. Jalappa Institute of Technology, Doddaballapur, Bangalore Rural on September 17 & 18, 2010. ISBN: 978-81-920011-0-4.

26. Paper entitled “The Role of Information Technology in Customer Relationship Management(CRM)” at the National Conference “MANEGMA-2011” on “From Best Practices to Next Practices – Strategic Rethinking for Sustainable Competitive Advantage” organized by P.G. Department of Business Administration, Srinivas Institute of Management Studies, Pandeshwar, Mangalore on 8th April, 2011.

27. Paper entitled “Importance of Customer Relationship Management (CRM) in Institutions offering Technical Education in India” was accepted (in absentia) at the International Conference on Management of Micro, Small and Medium Enterprises (MSMECON-2011) organized by Institute of Management Technology, Nagpur on August 19 & 20, 2011.

28. Presented a paper entitled “Role of Technology for optimizing Customer Relationship Management” at the National Seminar on “Changing Frontiers of Industrial Development in India” organized by P.G. Department of Business Administration, Srinivas Institute of Technology on October 14, 2009.

29. Presented a paper entitled “Implications of e-CRM with Special reference to e-Business” at the National Conference on “Economic Crisis and Recent Trends in Management” at P.A. College of Engineering on March 24, 2009.

30. Presented a paper entitled “CRM in e-Business – A Sustainable Social & Economic Change” at the International Conference on “Better Business Practices for Sustainable Social Change” at Justice K.S. Hegde Institute of Management, Nitte on 29-30, December, 2008.

31. Presented a paper entitled “CRM in India – An Analysis” at the International Conference on “Globalization, Development, Public Policy and Management, Emerging Issues” at School of Commerce and Management Studies, Kannur University on March, 9-10, 2008.

Ph.D. Guidance: Recognized Research Supervisor of Visvesvaraya Technological University, Belgavi as well Srinivas University, Mangaluru. 3 Students under VTU are awarded with Ph.D. and 2 student from Srinivas University is awarded with Ph.D. degree.

Other Activities

A senior Member of Institute of Research Engineers and Doctors (theIRED) , IRED Headquarters, 42 Broadway, Suite 12-217, New York, NY 10004, USA.