Department of Computer Science & Engineering
KITS Warangal
Faculty group mail-id : cse@kitsw.ac.in
Faculty Profile
Address/Contact
Office : Room No- 203, Block -V, Dept. of CSE.
Phone: 0870-2564888(ext. 299)
Mobile: +91 9154689520
Education
B.Tech., Computer Science & Engineering, Christhu Jyothi Institute of Technology & Science, Jangoan/JNTU, Hyderabad. (2007).
M.Tech., Computer Science & Engineering, Vaagdevi Engg. College/JNTU, Hyderabad (2014)
Ph.D.(Pursuing), Computer Science & Engineering, Osmania University, Hyderabad.
SWAPNA SATURI
Assistant Professor
DEPT. OF COMPUTER SCIENCE & ENGINEERING
Academic Research IDs
Vidwan ID: 181783
SCOPUS ID: 57221643428
Researcher ID: GLR-5987-2022
Google Scholar ID: HYTCGM4AAAAJ
ORCID ID: 0000-0003-0209-3987
ACADEMIC AFFILIATION
Details |
FromTo |
Name of the Organization |
||
|---|---|---|---|---|
Asst. Professor (Temporary) |
September, 2007 |
Till Date |
|
Kakatiya Institute of Technology & Science, Warangal. |
RESEARCH INTERESTS
- Machine Learning,
- Artificial Intelligence,
- Deep Learning.
PUBLICATIONS
| Publications in Refereed Journals | |
|---|---|
S. No |
Details |
1 |
S.Swapna, T.Saritha, R.Swapna, “Data mining techniques for intrusion detection”, Global Journal of Computer Science & Technology , Vol 2(3), ISSN:2249-1945, 1125-1130, 2012 |
2 |
S.Rajesh , S.Swapna & P.Shylender Reddy ,”Data as a service (Daas) in cloud computing[Data-As-A-service in the age of data], Global Journal of Computer Science & Technology(B)25-29, Vol. XII, Issue XI, Version I Year 2012. |
3 |
Data Cleaning for Data Quality, Proceedings of the 10th INDIACom; INDIACom-2016; IEEE Conference ID: 37465 2016 3rd International Conference on “Computing for Sustainable Global Development”, 16th - 18th March, 2016 |
4 |
Hadoop Mapreduce for Tactical Clouds, IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 20, Issue 4, Ver. II (Jul - Aug 2018), PP 61-68 |
5 |
A Comprehensive Overview on Types of Machine Learning, RESEARCH REVIEW International Journal of Multidisciplinary, Volume-04, Issue-04, April-2019 |
6 |
Need of Different Software Life Cycle Models and Building Proposed Simulation Model Using a Simulation Tool, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-1, November 2019 |
7 |
Facet Based Opinion Mining Association in online Customer Reviews, International Journal of Advanced Science and Technology Vol. 29, No. 6, (2020), pp. 4074 - 4084 |
8 |
An effective analytics with time series based forecasting as key machine
learning-based implementation, Elsevier Materials Today: Proceedings 2214-7853/_ 2021 |
9 |
D. S. Babu, B. Raju, S. Swapna, J. Kolluri, D. Ramesh, and R. Bonagiri, "Dengue Symptoms Classification Analysis with Improved Conditional Probability Decision Analysis," Applied Nanoscience, pp. 1–9, 2022. doi: 10.1007/s13204-022-02387-9. |
10 |
Swapna Saturi and Sandhya Banda, "Modelling of Deep Learning Enabled Lung Disease Detection and Classification on Chest X-Ray Images," International Journal of Healthcare Management, pp. 1–12, Aug. 2022. doi: 10.1080/20479700.2022.2102223. |
11 |
Swapna Saturi, "Review on Machine Learning Techniques for Medical Data Classification and Disease Diagnosis," Regenerative Engineering and Translational Medicine, vol. 9, no. 2, pp. 141–164, Jun. 2023. doi: 10.1007/s40883-022-00273-y. |
12 |
R. Gangula, S. Pratapagiri, S. M. Bejugama, S. Ray, G. Nandam, and Swapna Saturi, "A Novel Intelligent Intrusion Prevention Framework for Network Applications," Wireless Personal Communications, vol. 131, no. 3, pp. 1833–1858, 2023. doi: 10.1007/s11277-023-10000-0. |
13 |
Swapna Saturi and A. K. Silivery, "Computer Allied Intelligence in the Education Resource-Sharing Based in Contract Deep Learning," Journal of Computer Allied Intelligence, vol. 2, no. 4, pp. 51–69, Aug. 2024. doi: 10.69996/jcai.2024019. |
14 |
Swapna Saturi and S. Banda, "Advanced Lung Disease Detection and Classification Using Ge-U-Net-ODL with Gabor Filters and Entropy-Based Feature Selection," Journal of Sensors, IoT & Health Sciences, vol. 2, no. 2, pp. 69–86, 2024. doi: 10.69996/jsihs.2024011. |
Publications in Refereed Conference Proceedings
S.No |
Details |
1 |
S. Swapna, P. Niranjan Reddy, B. Srinivas, R. Swapna, “Data cleaning for data quality” 3 rd international conference on “Computing for Sustainable Global Development” at BVICAM from 16-18 March 2016 |
2 |
R.Swapna,S.Swapna,”Artificial Neural Network Model for Software Development Efforts Prediction: Review”, National Conference on Current Research Advances in Computer, Kakatiya University from 17th -18th March, 2017. |
3 |
S. Swapna,” Development of Prediction and Forecasting Model for Dengue Disease using Machine Learning Algorithms” 2020 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), 30-31 Oct. 2020, Shri Madhwa Vadiraja Institute of Technology and Management, Bantakal, Udupi, India IEEE Mangalore section. |
4 |
Swapna Saturi, M. Sravani, S. C. Hruthika, M. Sambaraju, R. Prudvendra, and S. Kiran, "Development of Prediction and Forecasting Model for Dengue Disease Based on the Environmental Conditions Using LSTM," in Data Engineering and Intelligent Computing: Proceedings of 5th ICICC 2021, Lecture Notes in Networks and Systems, vol. 246, Springer, Singapore, pp. 425–435, 2022. doi: 10.1007/978-981-19-1559-8_44. |
5 |
Swapna Saturi and B. Sandhya, "Cancer Detection and Classification Using 3D-Convolutional Neural Networks," in Proceedings of the 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), Mysuru, India, Oct. 2022, pp. 1–7. doi: 10.1109/MysuruCon55714.2022.9972713. |
6 |
P. Nagapuri, Swapna Saturi, K. V. Kumar, G. Rekha, T. Kalva, and A. R. Maada, "Deep Learning Hybrid for X-ray Lung Disease Detection," in Proceedings of the 2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), Bangalore, India, Aug. 2022, pp. 1–6. doi: 10.1109/ICATIECE56115.2022.10047575. |
PROFESSIONAL AFFILIATION
S.No |
Details |
1 |
Member – Indian society for technical Education (ISTE – LM88286) |
COURSES TAUGHT
Undergraduate Level |
|||
|---|---|---|---|
Courses Taught |
Currently Teaching |
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Course |
Semester, Year, Branch |
Course |
Semester, Year, Branch |
Programming Concepts and Information Technology |
1st Year, Civil Engg. |
Programming for Problem Solving using C |
I Sem, I Yr, ECE |
Principles of Programming Languages |
I Sem, II/IV, CSE |
Database Management Systems |
IV Sem, II Yr, CSE |
GUI (Visual Basic .NET) Laboratory |
I Sem, IV/IV, CSE |
|
|
Database System Design |
I Sem, III/IV, CSE |
|
|
Data Mining and Data Warehousing |
II Sem, IV/IV, CSE |
|
|
Advanced Database Management Systems |
I Sem, IV Year, CSE |
||
Language Processors |
I Sem, III Year, CSE |
||
Computer Networks |
V Sem, III Yr, CSE |
||
Rural Technology and Community Development |
VI Sem, III Yr, CSE |
||
Machine Learning |
VI Sem, III Year, CSE-I |
||
Postgraduate Level |
|||
Big Data Analytics |
II Sem, M.Tech.(SE) |
||
FACULTY DEVELOPMENT PROGRAMMES ATTENDED
S. No. |
Programme |
Duration |
Organized by |
1 |
FDP on “Fundamentals Of Databases” |
23rd June -3rd July,2017 |
NIT Warangal, in association with E&ICT Academy. |
2 |
FDP on “Software Engineering And Testing Methodologies” |
28th Jan 2017- 02nd Feb 2017 |
NIT Warangal, in association with E&ICT Academy. |
3 |
FDP on “Big Data Analytics using Hadoop and R-tools” |
8th-9th July, 2016 |
KITS, Warangal. |
4 |
FDP on “Research Insights in cloud and big data ” |
19th-20th September 2015 |
KITS, Warangal. |
5 |
FDP on “ BIG DATA: Challenges” |
6th – 7th Sept 2013 |
KITS, Warangal. |
6 |
Two-week ISTE Workshop on “Database Management Systems” |
21th -31st May, 2013 |
Conducted by Indian Institute of Technology Bombay. |
7 |
Database Management Systems |
8 weeks |
NPTEL |
8 |
Machine Learning in Speech Processing |
2 weeks |
KITS Warangal |
9 |
Emerging Trends in Artificial intelligence |
3 days |
KITS Warangal |
10 |
Database Design and Programming with SQL |
5 days |
Oracle Academy-TASK |
11 |
Machine Learning Algorithms,Applications & Advantages |
6 days |
KITS, Singapur |
12 |
Webinar on Machine Learning |
6 days |
Osmania University,Hyd |
13 |
Soft computing Techiques for emerging applications |
5 days |
NIT Warangal |
14 |
ATAL FDP on "Internet of Things (IoT)" |
5 days |
Anurag Group of Institutions, Hyderabad. |
15 |
ATAL FDP on “Computer Science & Biology” |
5 days |
KITS Warangal |
PAPERS PRESENTED IN CONFERENCES/SEMINARS/ WORKSHOPS/SYMPOSIA
S. No. |
Title of the Paper presented | Title of Conference/ Seminar etc. | Organized by |
1 |
“Data cleaning for data quality” |
3rd International Conference on Computing for Sustainable Global Development (INDIACom) |
BVICAM from 16-18 March 2016 |
2 |
Artificial Neural Network Model for Software Development Efforts Prediction: Review” . |
National conference on Current Research Advances in Computer |
Kakatiya University, Warangalfrom 17-18 March 2017 |
3 |
Development of Prediction and Forecasting Model for Dengue Disease using Machine Learning Algorithms |
Shri Madhwa Vadiraja Institute of Technology and Management, Bantakal, Udupi, India, IEEE Mangalore Sub-Section |
INVITED LECTURES IN CONFERENCE/SEMINAR
S. No. |
Title of Lecture/ Academic Session |
Title of Conference/ Seminar etc. |
Organized by |
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