Department of Information Technology
KITS Warangal
Faculty group mail-id : it@kitsw.ac.in
Faculty Profile
Address/Contact
Office : Room No. 203, Block V
Phone: 0870-2564888(ext:299)
Mobile: 8977437166
Education
B.Tech., Computer Science & Engineering, VelTech/Madras University, Madras, India (2003).
M.Tech., Computer Science & Engineering, SVCE/Anna University. (2007)
Ph.D. NITT, Trichy,November, 2014
Dr. N. GAYATRI
Assistant Professor
Dept. of Computer Science & EngineeringAcademic Research IDs
Vidwan ID: --
SCOPUS ID: --
Researcher ID: --
Google Scholar ID: --
ORCID ID: --
ACADEMIC AFFILIATION
Details |
From
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Name of the Organization |
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Assistant Professor |
July, 2016 |
Till Date |
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Kakatiya Institute of Technology & Science, Warangal. |
Assistant Professor |
December 2014 |
June 2016 |
SR Engineering college, Warangal |
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Adhoc-faculty |
January 2013 |
May 2013 |
National Institute of Technology, Warangal. |
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Assistant Professor |
June 2004 |
May 2005 |
VRS and YRN College of Engineering and Technology, Chirala, A.P. |
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Lecturer |
September 2003 |
April 2004 |
Kakatiya Institute of Technology & Science, Warangal. |
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RESEARCH INTERESTS
- Big Data Analytics, Data Science, Data Mining, Machine Learning, Software Engineering
PUBLICATIONS
| Publications in Refereed Journals | |
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S. No |
Details |
1 |
“Customer Behaviour Prediction Using Web Usage Mining”, Journal of Cardiovascular Disease Research, VOL 12, ISSUE 03,pp. 720-729 2021 |
2 |
“Automatic Systems For Controlling Fruit Movement, Grading And Storing Under Low Temperature Controlled Atmosphere Storage”, International Journal of Mechanical and Production Engineering Research and Development, Vol. 10, Issue 3, pp. 4541–4556, Jun 2020 |
3 |
“Need of Different Software Life Cycle Models and Building Proposed Simulation Model Using a Simulation Tool”, International Journal of Innovative Technology and Exploring Engineering, Vol. 9 Issue 1, pp. 4686, 4690, November 2019 |
4 |
“Incremental Feature Selection Method for Software Defect Prediction”, International Journal of Recent Technology and Engineering , Vol. 8, Issue 2S3, pp. 1345-1353, July 2019 |
5 |
“Usage of Machine Learning Algorithms in Data Mining”, International Journal of Recent Technology and Engineering”, International Journal of Recent Technology and Engineering, Vol. 8, Issue 1C2, pp. 411-414,May 2019 |
6 |
Gayatri, N., S. Nickolas and A.V.Reddy “Performance analysis and Enhancement of Software Quality Metrics using Decision Tree based Feature Extraction”, International Journal of Recent Trends in Engineering, volume 2, pg54-56. |
7 |
Gayatri, N., S. Nickolas and A.V.Reddy (2010) “Performance Analysis ofDecision Tree Induction Feature Selection method for Software Defect Predictions”, International Journal of Software Engineering (IJSE), Volume 1,Number 1 pp. 61—71. |
8 |
Gayatri, N., S. Nickolas and A.V.Reddy (2013) “A frame work for Businessdefect predictions in mobiles” ,International Journal on Computer Applications ,volume 81, Number 1, pp. 39-44. |
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Publications in Refereed Conference Proceedings
S. No |
Details |
1 |
“ANOVA Discriminant Analysis for Features selected through Decision Tree induction Method” In Proc of International Conference on Recent trends in Computing, Communication and Information Technologies ,Obcom2012, Springer CCIS .pp 61-70, 2012. |
2 |
“Feature Selection Using Decision Tree Induction in Class level Metrics Dataset for Software Defect Predictions”, In Proc. On World Congress on Engineering and Computer Science 2010, San Francisco, USA, October 20-22, pp 124-129, 2010 |
3 |
“Performance Analysis of data mining Algorithms for Software Quality Prediction”, In Proc. on IEEE International Conference on Advances in Recent Technologies in Communication and Computing, ARTCom 2009, Kottayam, Kerala, India, October, pp. 393-395, 2009. |
4 |
“Comparative Study of Software Quality Metrics Feature Set using Data Mining Techniques”, In Proc. of National Conference on Advanced Pattern Mining and Multimedia Computing(APMMC’10), National Institute of Technology (NIT), Trichy, India.,2010 |
5 |
Gayatri, N., S. Nickolas, A.V.Reddy and R.Chitra (2009) “Performance Analysis of data mining Algorithms for Software Quality Prediction” , In Proc.on International Conference on Advances in Recent Technologies inCommunication and Computing, ARTCom 2009, Kottayam, Kerala, India,October, pp. 393-395 (Published by IEEE). |
6 |
Gayatri, N., S. Nickolas and A.V.Reddy (2010) “Feature Selection UsingDecision Tree Induction in Class level Metrics Dataset for Software DefectPredictions”, In Proc. On International Conference on Computer Science andApplications (ICCSA’10), San Francesco, USA October 19-21 |
AWARDS RECEIVED
S.No |
Details |
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PROFESSIONAL AFFILIATION
S.No |
Details |
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FACULTY DEVELOPMENT PROGRAMMES/WORKSHOPS ATTENDED
S. No. |
Title of FDP/ Workshop/Seminar |
Duration |
Organized by |
1 |
Work shop on Data Mining
using PASW Modeler |
24 th , August 2009 |
National Institute of
Technology, Tiruchirappalli |
2 |
Workshop on Digital Image
and Video Processing |
7,8,9 , November 2008 |
National Institute of
Technology, Tiruchirappalli |
3 |
Workshop on Software
Testing Tools, Techniques
and Intellectual Property
Rights STTAIR-2010 |
7 – 10 , October 2010 |
Ramappa Engineering
College, Warangal |
4 |
Soft Computing and
Simulators |
24 th - 25 th March 2011 |
PSNA College of
Engineering and Technology,
Dindigul |
5 |
Web Based Systems :
Developments and Applications |
19 th – 31 st , January 2009 |
National Institute of
Technology, Tiruchirappalli |
6 |
FDP on Quality Assurance in Higher Educational Institutions and Industries |
19th -23th July 2017 |
Kakatiya Institute of Technology & Science, Warangal. |
7 |
FDP on Instructional Design and Delivery methods in Engineering Education |
1st – 6th May 2017 |
Kakatiya Institute of Technology & Science, Warangal. |
8 |
FDP on Fundamentals of Database |
23rd June – 3rd July 2017 |
National Institute of Technology, Warangal |
9 |
Machine Learning In Speech Processing |
11th to 22nd Nov,2019 |
Department of CSE, KITS- Warangal |
10 |
Machine Learning with Python |
25th April – 7th May 2020 |
IBM initiative |
11 |
Soft Computing Techniques for Emerging Applications(SCTEA |
5th to 9th October 2020 |
NIT Warangal |
12 |
IoT Simulation by Fog Computing and Edge Computing using Open-source Tools |
22nd to 27th March, 2021 |
Department of CSE at Kakatiya Institute of Technology and Science, Warangal. |
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COURSES TAUGHT
Undergraduate Level |
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Courses Taught |
Currently Teaching |
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Course |
Semester, Year, Branch |
Course |
Semester, Year, Branch |
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Software Project Management |
I Sem, IV Year, CSE |
UX Design |
VII Sem, CSE |
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Data structures through C |
II Sem, CE, ME |
Operating Systems |
V Sem, CSE |
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System Programming |
III Sem, II Year, CSE |
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Programming in C language |
I Sem, I Year, CSE |
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DataMining and Data Warehousing |
VI Sem, III Year,CSE1 |
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Human Computer Interaction |
VII Sem, IV Year, CSE2 |
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Secure Software Engineering |
VII Sem, CSE |
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Rural Technology |
VI Sem, CSE |
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Operating Systems |
VII Sem, ECE |
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Postgraduate Level |
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Software Quality Assurance and Testing |
II Sem, I Yr, MTech. SE |
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Advanced Data MIning |
II Sem, I Yr, MTech. SE |
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INVITED LECTURES IN CONFERENCE/SEMINAR
S.No |
Title of Lecture/ Academic Session |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Clustering in Machine Learning |
FDP on "Machine Learning for IoT" |
KITSW and E&ICT, NITW |
OTHER INFORMATION
S.No |
Details |
1 |
Acted as reviewer in international conference on ICDECT-2020 conducted by ECE Department, KITSW |
2 |
Conducted Faculty Development Programme on "Machine Learning Applications for IoT" |
3 |
Member in the Broard of Studies(BOS), CSE |
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