Dr. S. V. S. Ganga Devi

Qualification : Ph.D. (SPMVV, Tirupathi)


Details of Educational Qualification:

Course Specialization Group College Name/University Year of Passing
Ph.D. Data Mining Computer Science Sri Padmavathi Mahila Visva Vidyalayam, Tirupathi 2010
M.C.A. Computer Applications M.C.A. Sri Padmavathi Mahila Visva Vidyalayam, Tirupathi 1993
B.Sc. M.P.E. B.Sc S. V. University, Tirupathi 1988


Research Project

S.No Name of the Faculty Sanctioned letter Number with Date Project Title Project Grant/Sanctioning Agency & Date of sanction/proposal Sanctioned Amount
1 Dr. S. V. S. Ganga Devi F.No: 4-4 /2015-16 (MRP/UGC SERO) October, 2016 Analyzing Ground Water Quality Using Data Mining Techniques For The Regions Of Kadapa District, AP And Developing Portal For Drinking Water Supply Management System UGC SERO & October 2016 Rs. 3,30,000/-


Patent Publications

S.No Application ID Title Date of Published
1 202241047490 A IOT Based stress level Identification in EEG signal using Artificial Intelligence technique 26/08/2022


Journal Publications:

S.No Title of the paper Full Details of Journal name/ Conference Name, Volume number, Page number, year
1 Paddy Crop Disease Prediction- A Transfer Learning Technique Journal of Pharmaceutical Negative Results, Volume 13, Special Issue 7, 2022 (SCI)
2 Drug Traceability in Healthcare Supply Chain by using Block Chain International Journal of All Research Education and Scientific Methods, ISSN : 2455-6211,vol. 10(6),pp 253-256, June 2022
3 Web Application for Home Services International Research Journal of Engineering and Technology, ISSN : 2395-0056,vol (5),pp 3844-3846, May 2022
4 Child Monitoring System using Andriod APP Journal of Emerging Technologies And Innovative Research, ISSN : 2349-5162, vol.9(6), June 2022.
5 Social Media Emotional patterns for detecting Mental Disorders International Journal of creative Thoughts, ISSN: 2320-2882, Vol. 10(6),2022
6 Cluster and Outlier analysis for Ground water quality data in the regions of Kadapa district in Andhra Pradesh Recent Patents on Engineering, pp121-129,I5,2021 (SCOPUS) DOI : 10.2174/1872212113666190211144935
7 Random Forest approach for water quality index values in the regions of Kadapa district International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8, April 2019 (Scopus)
8 Analysis of Ground water quality data RESEARCH REVIEW International Journal of Multidisciplinary ISSN: 2455-3085, vol. 4(1),2019
9 Determining Drinking Water Classification using Water Quality Index values in the Regions of Kadapa District Journal of Emerging Technologies and Innovative Research ISSN : 2349-5162, 2019
10 Ground Water Quality Data Analysis Using Classification Techniques http://dx.doi.org/10.2139/ssrn.3167300 , Elsevier,2018
11 Comparative Study of Cloud Deployment Models Int. Journal of Computational Science, Mathematics and Engineering ISSN: 2349-8439,vol.3(1),pp190-192,2016
12 Prediction of a class variable in classification using Fuzzy Inference method International journal of Computer Science and Engineering ISSN: 2347 – 2693,vol.2(1),pp28-29,2014
13 A Survey on Distributed Data Mining and its Trends IMPACT: International Journal of Research in Engineering & Technology ISSN: 2347-4599,vol2(3),pp106-119,2014
14 Performance Evaluation of Data classification using conventional classifiers International journal of Computer Science Engineering and information Technology Research, Transtellar (TJPRC), ISSN: 2249-6831,vol. 4(1), pp1-6,2014
15 Prediction of Dumping a product in Textile Industry International journal of Advanced Networking and Applications ISSN: 0975-0290,vol.5(3),pp 1957 - 1961,2013
16 Financial forecasting using Genetic Algorithms International journal of Computer Engineering and Technology(IJCET),IAEME, ISSN: 0976-6367,vol. 4(6),pp 423 – 435, 2013
17 Applications and Trends in Data Mining Oriental Journal of Computer Science and Technology, ISSN: 0974-6471Vol. 6(4), pp 413 – 419, 2013
18 Extracting Fuzzy rules from Fruit data classification COMPUSOFT An International Journal of Advanced Computer Technology ISSN 2320-0790,Vol. II(XII),pp 400 – 403,2013
19 Predicting the acceptability of Fruit using Neuro Fuzzy Decision Tree International Journal of Advanced Computing, ISSN: 0975-7686, vol. 3(3),pp 93-97,2011.
20 Improving Learning Accuracy for Classification of Eucalyptus Soil conservation Improving Learning Accuracy for Classification of Eucalyptus Soil conservation, ISSN : 0974-4320,vol.3(2),pp 247 – 251,2009
21 Genetic Based Decision Tree for Diabetic Prediction International Journal of Computational Intelligence Research and Applications, ISSN: 0973-6794, vol. 2(1),pp 37-41,2008


Chapters published in Books / Edited Books

S.No Title with year of publication Book/ Title editor & publisher ISBN No
1 Analyzing Ground water quality in the regions of Kadapa district using Supervised Learning methods, 2020 Learning and Analytics in Intelligent Systems, Springer Publishers (Scopus) DOI: https://doi.org/10.1007/978-3-030-46943-6_34 978-3-030-46943-6
2 Generation of Classification rules for Eucalyptus Data using Genetic Algorithm Tree method, 2011 Mathematical & Computational. Methods (AMCM- 2011), Ikon Publishers 978-9381177-04-4
3 Decision Tree Induction using Genetic method for Fruit Data, 2009 Intelligent Systems & Communications by Jyothi S., Dacorogna B. by Ikon Books 978-81-908497-4-6


Paper presentations in International & National Conferences

  •  “Water Quality Prediction using Regression Techniques” - International Conference on Computing, Communications and Data Engineering(CCODE-2019)
  •  “Time series data prediction using soft computing”- International Conference on Information Communication and Embedded systems in association with IEEE and CSI (2011)
  •  “Generation of Classification rules for Eucalyptus data using Genetic Algorithm Tree method”- International conference on Advances in Mathematical and computational methods (AMCM 2011)
  •  “Performance Optimization of KDD in Spatial data mining” - International Conference on Computing Technologies (2009)
  •  “Extracting Fuzzy Rules from Breast Cancer Data Classification” - International Conference on Quantitative Methods, Operations and IT (ICQMOIT’08)
  •  “Fuzzy Model for Educational Modeling Classification” - International Conference on Statistical Science, OR and IT in Conjunction with Annual Convention of ISPS
  •  “Comparison of Statistical and Neural Network models to diagnose Breast cancer” - National conference on Innovations in IT and Engineering (2013)
  •  “Performance comparison of Iterative Algorithms for Association rule mining” - National Conference on Advances in Computational Intelligence and Computer Engineering (2013)
  •  “Soft Computing”- National conference on Advanced computing Applications(2013)
  •  “Preserving challenges in data mining”-National conference on Computer Science, Engineering and Applications(2012)
  •  “Data Mining in Soft Computing Framework - A Survey”- National Conference on Computing and Communication Technologies (NC3T10)
  •  “Importance of Data Mining in Marketing Applications”- National conference on Advanced computing (2010)
  •  “Decision Tree Induction using Genetic method for Fruit Data” - National Conference on Intelligent systems and Communications
  •  “Mining Web data” - National conference on Data mining and Network security NITC’09
  •  “Fuzzy Classification for Play Tennis Problem” - National Conference on Emerging Trends in Computer Science and Engineering (2008)
  •  “Issues and significance of security on Data warehouse” - National conference on Mobile computing and Network Security (2007)
  •  “Fuzzy Decision Tree for Car Driving Problem” - National Conference(BITCON-2007)
  •  “Fuzzy ID3 Model for Student Classification” - National Conference on Recent Computing Techniques (2007)