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B ARUNA KUMARI

Name : B. Aruna Kumari  
Designation : Assistant Professor
DOJ : 07-07-2025
Highest Degree : M.Tech, (Ph.D)
Total teaching experience : 5 Years
Research area of interest : Machine learning   

LIST OF PUBLICATIONS
JOURNALS

1. B. Aruna Kumari, C. Nagaraju, “Rank based RELIEFG Method for Spam Mail Detection and Classification”, “Published in journal of Communications on Applied Nonlinear Analysis”, 2025, Pages:
1125-1141, Vol no:32, No. 9s indexed in Scopus.

2. B. Aruna Kumari, C. Nagaraju, “ MultiSURF: Optimal Feature Selection Technique for Spam Mail Detection and Classification ”, “Published in journal of Nanotechnology Perceptions”, 2024, Pages:
452–461, Vol no:20 indexed in Scopus.

3. B. Aruna Kumari, C. Nagaraju, “A Generalized Two-Level Ensemble Method for Spam Mail Detection”, “Published in Journal of Electrical Systems”, 2024, Pages: 1570-1579, Vol no: 20, Issue: 2,
indexed in Scopus.

4. B. Aruna Kumari, C. Nagaraju, “Efficient Genetic Algorithm for Spam Mail Detection and Classification”, “Published in Global Journal of Engineering and Technology Advances”, 2024, Pages:
035-041, Vol no:18, Issue: 2.

5. B. Aruna Kumari, C. Nagaraju, “Robust Machine Learning Technique for Detection and Classification of Spam Mails”, “Published in Novyi MIR Research Journal”, 2023.

6. R. L. Pravallika B. Aruna Kumari, and P. Anjaiah, “Machine Learning Strategies for Heart Disease Prediction in Helathcare”, “published in International Journal of Advanced Science and Technology”,
2020, PP: 8647-8655, Vol no. 29, Issue: 3.

7. B. Aruna Kumari, K. Rohini, “Machine Learning Techniques for Security Issues in Internet of Things”, “published in International Journal on Future Revolution in Computer Science & Communication
Engineering”, 2019, PP: 46-52, Vol no. 5, Issue: 6.

8. B. Aruna Kumari, K. Rohini, “Multimedia Computing and Internet of Things Applications: A Taxonomy and Challenges”, “published in Research Review International Journal of Multidisciplinary”, 2019, PP:
893-898, Vol no. 4, Issue: 1.

9. K. Rangaswamy P. Prathyusha, B. Aruna Kumari, and M. Sumathi, “Phases of Web Usage Mining for Classification and Pattern Analysis”, “published in Journal of the Gujarat Research Society”, 2019, PP:
1082-1090, Vol no. 21, Issue: 16.
2018

10. B. Aruna Kumari, K. Rohini, “Online Health Monitoring System for Patients in Smart Cities using IOT Applications”, “published in International Journal of Research in Electronics and Computer Engineering”,
2018, PP: 2090-2096, Vol no. 6, Issue: 2.

11. K. Rangaswamy, K. Rohini, and B. Aruna Kumari, “A Message Based Remote Profile Changer and Contact Fetcher”, “published in International Journal of Engineering Science Invention”, 2018, PP: 71-74,
Vol no. 7, Issue: 2 Ver - III.

12. B. Aruna Kumari, K. Rohini, “A Review on Security Issues and Gaps in the Literature in Mobile Adhoc Networks”, “published in International Journal of Creative Research Thoughts”, 2018, PP: 748-755, Vol
no. 6, Issue: 1.

13. B. Aruna Kumari, P. Chennareddy, “TCP Reno, SACK and Vegas Performance Analysis”, “published in International Journal on Cybernetics & Informatics”, 2015, PP: 111-123, Vol no. 4, Issue: 2.

Seminars/workshops Attended :
1. Participated National workshop on “Popularisation of Remote Sensing based Maps and Geospatial Information”, on 11-08-2017.
2. Participated National workshop on “Hadoop & Big Data”, on 09-11-2013

Webinars Attended :
1. Attended the One day Webinar on ‘Research Challenges on Big Data Analytics By Spark’ by Course Instructor, Dr.A.Srinivasalu, Professor of Sree Vidhyaikethan Engg., College, Tirupati on 8 May 2020.

Faculty Development Programs Attended :

1. Attended One-Week FDP on, “IoT and Big Data Analytics” organized by Sree Vidyanikethan Engineering College, Tirupathi on 20-11-2017 To 25-11-2017.

2. Attended Four-Week FDP on, “Foundation Program in ICT for Education” organized by IIT Bombay on 08-03-2018 To 12-04-2018.

3. Attended Four-Week FDP on, “Pedagogy for Online and Blended Teaching-Learning Process Course Staff” organized by IIT Bombay on 03-05-2018 to 18-06-2018.

4. Attended One-Week FDP on, “Cyber Security” organized by Supraja Technologies on 19-06-2020 to 24-06-2020.

5. Attended one-Week FDP on, “Research Challenges and Opportunities Post COVID-19 (RECOP 2020)” organized by Research & Development Cell and Institution’s Innovation Council of Sri Vasavi Engineering College (Autonomous) during 4-9 May 2020.

6.Attended FDP on “Database Management Systems” conducted by NPTEL – AICTE.

7.Attended Two-week Winter School on “Computer Vision and Speech Processing” organized by the Department of Artificial Intelligence and Machine Learning, CBIT(Autonomous), Hyderabad during 09-21 December 2024.

Details of Leadership talks Attended :

1. Attended Leadership talk with Ms. Ashwini Deshpande (Co-Founder & Director Elephant Design) held on 6th June 2020 by MHRD's Innovation Cell.

2. Attended Leadership Talk with Dr. Nilesh N Oak, Expert (Indian Civilization & History) held on 30th May 2020 Dr. Abhay Jere (Chief Innovation Officer- MHRD Innovation Cell, Govt. of India) Hosting Live session of Leadership Talk with Dr. Nilesh N Oak, Expert (Indian Civilization & History) by MHRD's Innovation Cell.

3. Attended Leadership Talk with Dr. Pramod Chaudhari, Founder, Chairman, Praj Industries Limited and Dr. Abhay Jere, Chief Innovation Officer MHRD Innovation Cell, Saturday, 16th May 2020 at 01.00 PM by MHRD's Innovation Cell.

4. Attended Leadership talk with Mr Mahesh Babu CEO Mahindra Electric Mobility Ltd. India's First Leadership Talk Series Session with Mr Mahesh Babu CEO Mahindra Electric Mobility Ltd. by MHRD's Innovation Cell.

Details of Online Sessions Attended   :

 1. Participated in the NPTEL Online Sessions conducted by IIT KHARAGPUR under NPTEL – AICTE on Database Management Systems.

2. Participated in the IIC Online Sessions conducted by Institution's Innovation Council (IIC) of MHRD's Innovation Cell, New Delhi to promote Innovation, IPR, Entrepreneurship, and Start-ups among HEIs from 28th April to 22nd May 2020 during COVID19 nationwide lockdown.

Achievements :

1. Qualified APSET – 2019.

2. Received Prathiba award and gold medal from the Govt. of Andhra Pradesh