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Dr.Shobha G JOURNAL PAPERS

1. G. Shobha, S.C. Sharma, Doreswamy, “The Knowledge Discovery for large Sets Using Artificial Neural Network,”International Journal of Innovative Computing, Information and Control, ISSN 1349-4198 1349-4198. Volume-1, Number-4, 2005, Page No. 635-642.

2. G. Shobha, S.C. Sharma, Doreswamy, “Development of Palmprint verification system using biometrics,”InternationalJournal of Software Vol. 17, No8, August 2006, pp, 1874-1836.

3. Shobha.G, M. Krishna, S C Sharma, “Mining Association rules,” Journal of application and analysis, Volume-1, Number-1, 2005, Page No. 1-14.

4. Shobha.G, M. Krishna, S C Sharma, Prediction of “Census DataBase using ANN”, Journal of application and Mathematical analysis Volume-1, Number-1, 2005, Page No. 45-54.

5. Shobha.G, “Digital copyright management using software watermarking”, Indian Journal of Computing Technology, Vol 2, Pg 51-55, Nov. 2007.

6. Rajashree Shettar, G.Shobha , “Survey on semi structured data”, International Journal of Computer Science and Network Security, Vol.7 No. 8, Pg 226- 231, August 2007. ISSN: 1738-7906.

7. G. N. Srinivasan , G. Shobha, Segmentation Techniques for ATDR, International Journal of computers, ISSUE-2, Vol-2, P.171-176.

8. G. N. Srinivasan, G. Shobha, Segmentation Techniques for Target Recognition, International Journal of Computers Communications, Issue 3, Volume 1, 2007, P.75- 81.

9. B.M. Sagar, G.Shobha, Ramakanth Kumar P, “Converting printed Kannada text Image file to Machine editable format using Database approach”, International Journal of Computers, ISSN: 1998-4308, Page Number: 171-174.

10. B.M. Sagar, G.Shobha, Ramakanth Kumar P, OCR for printed Kannada text to Machine editable format using Database approach, WSEAS Transactions on Computers, ISSN: 1109-2750 Issue 6, Volume 7, June 2008 Page Number 766-769.

11. Rajashree Shettar, Rahul Bhuptani, G Shobha, “A Vertical Search Engine based on Domain Classifier”, IJCSS- International Journal of Computer Science and Security. Vol.2, Issue 4, pp. 18-27, November 2008. ISSN (On-line): 1985-1553.

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12. Rajashree Shettar, Dr. G Shobha and Rakshitha Iyer, “MedSearch: A Vertical Search Engine”, IJCSES – International Journal of Computer Science and Engineering Systems, Vol. 3, No.2, April 2009 ISSN: 0973-4406.

13. Rajashree Shettar, Dr. G Shobha, “Finding Frequent Structures in Semi structured Data”, ICIC-EL International Journal of Research and Surveys. Vol.3, No. 2, June 2009, pp. 135-140. ISSN 1881-803X.

14. B.M. Sagar, G.Shobha, Ramakanth Kumar P, Solving the Noun Phrase and Verb Phrase Agreement in Kannada Sentences, International Journal of Computer Theory and Engineering (IJCTE) ISSN: 1793-821X (Online Version), 2009.

15. B H Chandrashekar, G. Shobha, “An efficient Client-Webcrawler”, International Journal of Computing and Mathematical Applications Vol.2, no. 1-2, January- December 2008, pp.133-141.

16. B H Chandrashekar, G. Shobha, “Classification of Documents Using Kohonen’s Self-Organizing Map”, International Journal of Computer Theory and Engineering, Vol 1, No.%, December, 2009, 1793-8201.

17.Shanta Rangaswamy, Shobha G, “SQL query dissembler-A self optimizing autonomic system”, International Journal of Advanced Research in Computer Science (IJARCS)-A online journal , in II issue Volume 2 No.2, Page no: 219-223 , Mar-Apr 2011.ISSN No.0976-5697.

18. Shantha Rangaswamy, Shobha G, “Techniques and Theories of Self-Optimization in Autonomic Systems” is published by International Journal of Advanced Engineering Technologies (IJAET) –A technical journal online. Page no: 73- 80.Published in Issue I, Volume II, January-March 2011. E-ISSN 0976-3945.

19. Shantha Rangaswamy, Shobha G, “A survey on Autonomic self optimizing systems” is published by ICICEL-International Journal of Research and Surveys, Japan. ISSN 1881- 803x. Page No: 517-523, in February 2011. Vol 5, Issue 2.

Indexed by Ei Compendex (Elsevier), Scopus (Elsevier), INSPEC (IET).

20. Anala M R, Dr. Shobha G, “Performance Study On Open Source Software’s for virtualization Using Hard Disk Benchmarking Tool”, CiiT International journal of automation and autonomous system, Print: ISSN 0974 – 9659 & Online: ISSN 0974 – 9551,July 2011, pp. 312-315.

21. Shantha Rangaswamy, Shobha “ Survey on Self Optimization” ICIC Express Letters, International journal of research and surveys,pp no:517-523, Feb-2011, Vol 5, Issue 2.

22. Shobha G, Self Organizing Map Neural Network for Image Compression Using Cumulative Distribution Function, International journal of Computational Intelligence Research, ISSN 0973-1873 Volume 7, Number 1 (2011), pp. 63-71.

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23. Pushpa, Shobha G, Survey: Multi-relational Telecom Social Networks for Churn Prediction, International Journal of Data warehousing & Mining, Vol1, Issue 2, pp.172-175, Nov 2011.

24. Anala M R, Shobha G, Autonomic Computing in Virtualized Environment, International Journal of Information Technology Convergence and Services (IJITCS) Vol.2, No.1, February 2012.DOI: 10.5121/ijitcs.2012.2108 pp 67-74.

25. Anala M R, Shobha G, Application of Autonomic Computing principles in Virtualized Environment, Journal of Computer Science & Information Technology (CS & IT), pp.203–208, 2012.

26. Prakash H R, Anala M R, Shobha G, Performance Analysis of Transport Protocol During Live Migration of Virtual machines, Indian Journal of Computer Science and Engineering, ISSN: 0976-5166, Vol. 2 No. 5 Oct-Nov 2011, pp 715-722.

27. Shantha Rangaswamy, G Shobha, ‘What’ and ‘Why’ of Autonomic Computing, CSI Communications Knowledge Digest for IT Community, ISSN 0970-647X, Vol No. 35,Issue No. 5, August 2011.

28. Jyothi Shetty, Anala M R, Shobha G, A Survey of Secure Live Migration of Virtual Machines, International Journal of Computer Applications (0975 – 8887) Volume 39–No.12, February 2012.

29. Shobha G, Satish Kumar N, Recent Trends in Machine Learning For Background Modeling and Detecting moving Objects, International Journal of Advances in Engineering & Technology”, May 2012, Vol 3, Issue 2, pp. 309-313.

30. Shobha G, Vartika Mudgal, Moving Object Detection in the real world video, ISOR Journal of Computer Engineering, ISSN 2278-0661, Issue 2 (May-June 2012), pp 92-94.

31. Prathiba D, Shobha G, “Privacy-Preserving public auditing for data storage security in Cloud computing” published in International Journal of Computer Engineering and Technology, Volume4, Issue3, May-June 2013, pp.441-448. Impact factor: 9.3590

32. Prathiba B, Shobha G “Semantic Web Search Engine” published in International Journal of Advanced Research in Computer Science and Software Engineering, Volume 3, Issue 6, June 2013, pp.974-979. Impact factor: 2.5

33. Prathiba B, Shobha G “A road map on Security Deliverables for mobile clouds Application” published in International Journal of Advanced Research in Computer and Communication Engineering, Volume 2, Issue 6, July 2013, pp. 2625-2629.

Impact Factor: 5.947

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34. Hemavathy R, Dr. Shobha G, Image Mining Techniques: A Review, International Journal of Computer Science and Information Technology & Security (IJCSITS), ISSN: 2249- 9555Vol. 3, No.1, February 2013, Page No 72-75. Impact Factor: 3.765

35. Hemavathy R, Dr. Shobha G, Efficient Image Mining Techniques using Spatial Information International Journal of Science and Research (IJSR), ISSN: 2319-7064, Volume 2 Issue 3, March 2013, 345-349. impact factor: 6.391

36. Prathiba D, G Shobha, “ A Road map on Security Deliverables for Mobile Cloud Applications “, International Journal of Advanced Research in Computer And Communication Engineering, Vol 2, Issue 7, July 2013, pp 441-448. Impact Factor:5.947

37. Puspa, Shobha G,” An Efficient Method of Building the Telecom Social Network for Churn Prediction”, International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol. 2, No 3, pp31-39, DOI: 10.5121/ijdkp. 2012.2304, May 2012.

38. Puspa, Shobha G, “Social Network Analysis for churn Prediction in Telecom Data”, International Journal of Computer & Communication Technology (IJCCT) ISSN (PRINT): 0975-7449, Vol. 3, Issue-6, PP. 128-135, 2012.

39. Shobha G, Jayavardhana Gubbi, Krishna S Raghavan, Lakshmikanth Koushik, “A Novel fuzzy rule based system for assessment of ground water portability: A case study in South India”, ISOR, journal of Computer Engineering (ISOR-JCE) e-ISSN:

2278-87, Volume X, Issue X, pp20-23.

40. Sri Vidhya, M, Shobha G, “A Survey on: On Underwater Video Processing For Detecting and Tracking Moving Object”, International Journal of Engineering and Computer Science ISSN: 2319- 7242, Vol. 3, Issue 1, Jan 2014, pp. 3768-3771.

Impact Factor: 4.3098

41. Hemavathy R, Dr. Shobha G, “Object Detection and Tracking under Static and Dynamic environment: A Review”, International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), ISSN- 2319-5940, Vol. 2, Issue10, OCT 2013, Page No 4095 – 40100. Impact Factor: 5.947

42. G. Shobha, J. Gubbi, K. S. Raghavan, L. K. Kaushik, and M. Palaniswami, "A novel fuzzy rule based system for assessment of ground water potability: A case study in South India," IOSR journal of computer science and Engineering, e-ISSN: 2278- 0661, p- ISSN: 2278-8727Volume 15, Issue 2 (Nov. - Dec. 2013), PP 35-41.Impact Factor: 9.52

43. Manas M N, Nagalakshmi C K, Shobha G, “Cloud Computing Issues And Methods to Overcome”, International Journal of Advanced Research in Computer and Communication Engineering, Vol 3, Issue 4, April 2014. Impact Factor: 5.947

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44. Bilesh Babu, Shobha G, “A Survey on cast shadow detection methods”, IJRP, International Journal for Scientific Research and Development, Vol 2, Issue 4, 2014, ISSN 23210613, pp 466-470. impact factor: 4.396

45. Azra Nazreen, Shobha G,” Key frame extraction using edge change ratio for shot segmentation “, International Journal of Advanced Research In Computer and Communication Engineering, Volume 2, Issue 11, November 2013, ISSN (Online):2278-1021 ISSN (Print): 2319 – 5940.Impact Factor: 5.947

46. Darshan K R, Azra Nasreen, Shobha G,” Detection and Tracking of multiple moving objects in real time”, International Journal of Advanced Information Science and Technology (IJAIST) 2013 ISSN: 2319 – 2682, impact factor 3.5.

47. Shobha G, Shobha ,” Water Quality Predictions Using Data Mining Techniques”, International Journal of Engineering and Computer Science,ISSN :2319-7242, 2014, pp.6299-6306.

48. Shobha G, Shobha, " Rainfall prediction using Data Mining Techniques : A Survey",International journal of Engineering and Computer science ISSN: 2319-7242, Vol 3, issue 5, May 2014, pp. 6206-6211. Impact Factor : 2.38

49.Anala M. R., Hemavathy R., Shobha G,” Outcome Based Education: An empirical approach”, Journal of Engineering Education Transformations , Volume 28 , No.2 &

3, Oct. 2014 & Jan. 2015 , ISSN 2349-2473,pp:92-97.

50.S Kushwanth Ram1, Sachin Araballi, Shambhavi B R,Shobha G, “Sentiment Analysis of Twitter Data”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 3 Issue 12, December 2014, pp.

4337-4342. Impact Factor:3.696

51.Hemavathy R, Shobha G ,“ Object Detection and Tracking under Static and Dynamic Environment: A Review, International Journal of Advanced research in Computer and Communication Engineering, Vol 2, Issue 10, October 2013, pp. 4095- 4100.

52. Jayashree R, Shobha G, “ Comparative Study of Deep Convolution and Mean Shift”, International Journal of Innovations and Advancement in Computer Science, IJIACS, ISSN 2347-8616, Volume 4, Issue 6, June 2015. Impact Factor : 2.65

53.D Pratiba, G Shobha, “S-DILS: Framework for Secured Digital Interaction Learning System Using keccak” , Journal of Software Engineering in Intelligent Systems, Springer Publications, 2015, pp. 175-187, 2015.

54. D.Pratiba, Dr.G.Shobha, Vijaya Lakshmi P.S, “Efficient data retrieval from cloud storage using data mining technique”, International Journal of Cybernetics and Informatics (Free Journal), Vol. 4, No. 2, April 2015, pp.261-269.

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55. D.Pratiba, Dr.G.Shobha, Sonali Tandon, Srushti S.B, Vartika Agarwal, “Cache based Side Channel Attack on AES in Cloud Computing Environment” , International Journal of Computer Applications, Vol 119,-No.13, June 2015, pp.14-17, ISSN: 0975- 8887, Impact Factor: 0.715.

56. D.Pratiba, Dr.G.Shobha, IDLS: Framework for Interactive Digital Learning System with Efficient Component Modeling , Emerging Research in Computing, Information,Communication and Applications, © Springer India 2015, ERCICA 2015, Volume 2, ISBN: 978-81-322-2552-2 (Print) 978-81-322-2553-9 (Online), , DOI 10.1007/978-81-322-2553-9_37, pp. 397-409.

57. Azra Nasreen, Dr Shobha G, "A Comparative study of content based search and retrieval of video sequences" in IRACST - International Journal of Computer Science and Information Technology & Security (IJCSITS), ISSN: 2249-9555,Vol.6, No4, July- August 2016(SciVerse Scopus indexed).Impact Factor : 3.765

58. Hemavathy R, Shobha G, “Moving Object Segmentation from Underwater Videos Using Adaptive Collective Background Learning Approach”, International Journal of Applied Engineering Research (IJAER) ,indexed in SCOPUS, EI , ISSN:0973-4562, Vol. 11, No. 9, May 2016 , pp. 6651-6654.

59. Hemavathy R, Dr. Shobha G,” Segmentation of multiple objects in underwater dynamic background” International Journal of Computer Science and Information Security for January –February 2017 issue, indexed in DOAJ, Academic Database.

Impact factor : 0.553

60. Prathiba D. Shobha G , RSECM: Robust Search Engine using Context-based Mining for Educational Big Data, (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 7, No. 12, 2016, pp. 39-51 Impact factor:

1.324

61. Sahana Upadhya, Jyoti Shetty, Raja Rajeshwari H S, Dr. G Shobha, A State-of- Art Review of Docker Container Security Issues and Solutions, American International Journal of Research in Science, Technology, Engineering &

Mathematics, ISSN (Print): 2328-3491, ISSN (Online): 2328-3580, ISSN (CD-ROM):

2328-3629, pp. 33-36, 2016

62. Venkat Ramana Reddy, Mohamed Safwan, Deepamala.N Shobha. G, Pmkumar S, Network Traffic Simulator from Real Time Captured Packets, International Journal of Applied Engineering Research ISSN 0973, 4562 Volume 12, Number 20(2017) , pp 10134-10137.

63. Deepamala, Shobha G, Effective approach in making Capstone project a holistic learning experience to students of undergraduate computer science engineering program, Journal of Technology and Science and education, Vol 8, No 4. ISSN: 2013- 6374

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64. Azra Nasreen, Vinutha, Shobha, “Analysis of Video Content through Object Search Using SVM Classifier”, Innovations in Electronics and Communications, pp 325-333,2018

65. Satish Kumar, Shobha, “Detection of moving Cast Shadow using Pixel and Texture”, Journal of Software, Vol 13, Issue 2, pp 82-90, 2018

NATIONAL/INTERNATIONAL CONFERENCES

1. Shobha.G, M. Krishna, S C Sharma, Neural Network Approach Towards Analysis and Prediction of Behavioral Patterns of Stock Market, Proceedings of International Conference on Systemic, Cybernetics and Informatics , Hyderabad, India, Vol 2 pg 400- 403 2004.

2. Shobha.G, M. Krishna, S C Sharma, e-Market Integrator , Proceedings of 7th International Conference on Signal Processing , Beijing China, Vol 3 pg 2612-2615 2004.

3. Shobha.G, M. Krishna, S C Sharma, Java code generator for a PL/SQLwarehouse builder , Proceedings of International Conference on Computers, Controls and Communications, Chennai, India, Vol 1 pg 96- 104 2004.

4. Shobha.G, M. Krishna, S C Sharma, Self organizing map neural network based data mining with cluster computing in inventory applications, Proceedings of Asia Pacific Conference on parallel and Distributed Computing Technologies ,Vol 1 pg 455-459 2004.

5. Shobha.G, M. Krishna, S C Sharma, Neural Network Approach For Cluster Computing Database Applications , Proceedings of First World Congress on Lateral Computing,WCLC 2004, Catalog No. 18122004, 2004.

6. Shobha.G, M. Krishna, S C Sharma, Signature Verification and Forgery Detection, Proceedings of of International Conference on Systemics, Cybernetics and Informatics Hyderabad, India, Vol 1 pg 637 – 639, 2005.

7. Shobha.G, M. Krishna, S C Sharma, Mining Association Rules For Large Datasets , Proceedings of of International Conference on Data Mining , Las Vegas, Nevada, USA-2006.

8. Shobha.G, Predictor System for industrial data publications in the proceedings of the Second International conference on innovative computing, information and control,0-7695-1-2882-1/07© 2007 IEEE, Japan, 2007.

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9. B.M.Sagar, Shobha.G, Ramakanth Kumar, Survey On Optical character Recognition and its Research challenges, Proceedings of International Conference on Systemics, Cybernetics and Informatics, Hyderabad, Vol 1, Pg No. 584 – 587, 2008

10. Shobha.G, Ranjana R, Kamod Kumar, Medical Applications of Wireless Networks,Proceedings of the Second International Conference on Systems and Networks Communications (ICSNC 2007) – Vol,l0 Pg 82. ISBN:0-7695-2938-0.

11. Rajashree Shettar, Shobha G, Web Crawler on a Client Machine, Proceedings of International Multi Conference of Engineers and Computer Scientists 2008, Volume II, IMECS 2008, March 19-21, 2008, Hong Kong, pp. 1121-1124. ISBN: 978-988- 17012-1-3.

12. G.N.Srinivasan, G. Shobha, Segmentation techniques for target recognition, WSEAS Transactions on Computers, v.7 n.10, p.1555-1563, October 2008 .

13. G.N.Srinivasan, Dr.G.Shobha, Statistical Texture Analysis, Proceedings Of World Academy Of Science, Engineering And Technology Volume 36, December 2008, ISSN:2070-3740, P.1264-1269.

14. B.M. Sagar, G.Shobha, Ramakanth Kumar P, Character Segmentation algorithms for Kannada Optical Character Recognition, 2008 International Conference on Wavelet Analysis and Pattern Recognition, Hongkong, 30-31 Aug 2008 ISBN: 978-1- 4244-2238-8, Page Number 339-342.

15. B.M. Sagar, G.Shobha, Ramakanth Kumar P, Complete Kannada Optical Character Recognition with Syntactical Analysis of the script, International Conference on Computing, Communication and Networking, 2008. ICCCn 2008.

ISBN: 978-1-4244- 3594-4.

16. B.M. Sagar, G.Shobha, Ramakanth Kumar P, Post Processing activity for the Kannada Optical Character Recognition, International Conference Systemics, Cybernetics and Informatics ICSCI-2009, Pentagram Research Centre, India January 07 – 10, 2009 Hyderabad.

17. Rajashree Shettar, G.Shobha, Steganomark : Embedding XML data in a color image, Proceedings of International Conference on Advanced Computer Theory and Engineering (ICACTE 08), Phuket, Thailand, December 20-22, 2008, pp.134-137.

Digital Object Identifier 10.1109/ICACTE.2008.138.

18. Rajashree Shettar, G.Shobha, Automatic Document Classifier based on Statistical Machine learning techniques, Proceeding of International Conference on Advanced Computing Technologies (ICACT 2008), Hyderabad, Vol 1, December 26-27, 2008, ISBN:978-81-7800-188-3, pp. 538-543.

19. Rajashree Shettar, G.Shobha, “A Review of General and Vertical Search Engines”,Proceedings of National Conference on Advanced Communications and

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Networking (NCACN 09), Coimbatore, Vol 1, January 8, 2009, pp. 111-117.

Coimbatore, January 8,2009.

20. Rajashree Shettar and Dr. Shobha G, “Digital Watermarking for Color Images”, Proceedings of International Conference on Computational and Mathematical Sciences (ICCMS 2009), Vol. 2, pp. 97-100, Paris, France, June 24-26, 2009. ISSN:

2070-3724.

21. Dr. Shobha G and Rajashree Shettar, “Document Classifier Based on Statistical and Unsupervised Machine Learning Techniques”, Proceedings of International Conference on Computational and Mathematical Sciences (ICCMS 2009), Vol. 2, pp.

247-258, Paris,France, June 24-26, 2009. ISSN: 2070-3724.

22. B.M. Sagar, G.Shobha, Ramakanth Kumar P, Morphological and Syntactic Analysis of various language scripts, 4th National Conference on Innovations in Communication & Computing, (NCICC – 09) SNS College of Technology, Coimbatore - 35, March 6th 2009,Page Number: 55 – 58.

23. B.M. Sagar, G.Shobha, Ramakanth Kumar P, Comparisons of Top-Down and Bottom-Up Parser to parse the Grammatical Productions, National Conference on Emerging trends in Computer Science, 13th March 2009, Avinashilingam University for women, Coimbatore,Tamilnadu.

24. Anala M R and Dr.Shobha G “Survey on High availability issues in server virtualization”, National Conference on Communication, Computing and Technologies-NCCT-10 at RVCE during 22-23 January 2010, pp.100-105.

25. Anala M R, Dr. Shobha G, "A survey: workload balancing in Virtual machines", International Conference on Computer Applications -II 2010, 24th -27 Dec ,Pondicherry,India, pp.357-362.

26. Goutham Siddarth, Shobha G and Sujith Biswas “ Intellectual Capital Framework”,Proceedings of National Conference on “Recent Trends in Computational Sciences & Engineering” conducted in KVG College of Engineering, Sulia , Feb 12th 2011, pp – 33.

27. Rajashri Dinesh, Dr. G. Shobha “ Automatic Conversion tool for distributed control system application” Proceedings of National conference on “Frontiers of Computer Science & Engineering, May 19th 2011.

28. Mamatha Devi , Shobha G “ Spoken Language Identification” Proceedings of National Conference on “Recent Trends in Computational Sciences & Engineering”

conducted in KVG College of Engineering, Sulia , Feb 12th 2011, pp – 41.

29. Naga Deepthi , Shobha G “ Drupal enablement of IBM DB2 Database Server”

Proceedings of National Conference on “Recent Trends in Computational Sciences &

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Engineering” conducted in KVG College of Engineering, Sulia , Feb 12th 2011, pp – 56.

30. M Sagar, Dr. Shobha G, Dr. Ramakanth Kumar, “Post processing – Automatically correcting errors made by Optical Character Recognition” International Conference on Emerging Trends in Engineering [ICETE-11], 4th – 5th May 2011, ISBN Number:

978-93-81195-07-9, Pg Number: 200 to 205, NMAM Institute of Technology, Nitte, Karnataka.

31. B M Sagar, Dr. Shobha G, Dr. Ramakanth Kumar, “Resolving the Person – Number –Gender (PNG) marker in Kannada sentence”, International Conference on Frontiers of Computer Science (ICFoCS – 2011), 7th – 9th August 2011, J.N. Tata Convention center,Indian Institute of Science, Page number – 30.

32. Shobha G, N Satish Kumar, “ Adaptive Background Modeling and Foreground Detection in Video Sequence Using Artificial Neural Network” , Proceedings of International Conference On Electrical, Computer, Electronics and Biomedical Engineering, Jan7-8, 2012, Dubai(UAE).

33. Anala M R, Manjunath Kashyap, Shobha, Application Performance Analysis during live migration of Virtual machines”, IEEE International Advance Computing Conference(IACC) 2013, pp. 368- 374.

34. Anala M R, Manjunath Kashyap, Shobha, “Comparative Study of Application on Performance on Virtual machines”, IEEE International Conference on Computational Intelligence and Computing Research (IACC) 2012, pp. 359- 363.

35. Shobha G, Y. Navaneeth Krishnan “ Performance Analysis of OSPF and EIGRP routing protocols for greener internetworking” IEEE International conference on Green High Performance Computing, 14th – 15th March 2013, St. Xavier College of Engineering,Kanyakumari, pp. 1-4.

36. Puspha, Shobha G, “ Sociocentric and egocentric measures for identifying the key players in telecom network” IEEE International Conference on Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN), 2013, 24th -25th March, Digital Object Identifier:10.1109/ICE-CCN.2013.6528525 Publication Year:

2013 , Page(s): 366 – 372.

37. Hemavathy R, Dr. Shobha G, Rashel Sarkar, Invisible Image water marking with Digital Design, International Conference on Emerging Technology Trends on advanced Engineering research, 20,21 Feb. 2012 ,Baselios Mathews College of Engineering, Kerala.

38. Puspa, Shobha G, “ Social Network Classifier for Churn Prediction in Telecom Data “, IEEE International Conference on Advanced Computing & Communication Systems (ICACCS), Coimbatore, India, pp. 19-21, December 2013.

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39. Puspa, Shobha G , “ Egocentric Network Analysis to score the Telecom Customers”, IEEE International Conference on Computational Intelligence and Computing Research(ICCIC), Madurai, India, 26-28, pp. 471-476, December 2013.

40. Puspa, Shobha G, “ Centrality Measures for Predicting churn in Telecom Social Networks”, International Conference on Advanced Computer Science and Information Technologies (ICACSIT), December 2nd 2013, Pune, India.

41. B S Satyanarayan, B L Shivakumar, G Vijay Kumar, V Ananthram, Shobha G, “A Cost Effective, Efficient and Sustainable Water Management Through Retrofitting and also Preventing the Pollution of Water Table”, Indian Sustainability Congress - 2014, Souvenir & Abstracts, Atia Hotel, Bangalore, India March 4th-5th 2014.

42. Hemavathy.R, Dr. Shobha G, Nagalakshmi C.K “ Moving Object Segmentation and tracking in video Sequence using Particle filter and Discrete Wavelet”, Eight National Conference on Networks, Intelligence and computing Systems(NCNICS’14) held at SNS College of Technology , Coimbatore – 641035, Tamilnadu , on 15th March 2014, Page No. 165-171 .

43. Hemavathy.R, Dr. Shobha G, Pooja Ashok “ Image Segmentation Problem and Approaches Under Dynamic Conditions”, Eight National Conference on Networks, Intelligence and computing Systems(NCNICS’14) held at SNS College of Technology , Coimbatore –641035, Tamilnadu , on 15th March 2014, Page No. 192- 195.

44. Azra Nasreen, Shobha G,” Detection and Tracking of multiple moving objects in real time”, International Conference on Computing, Communication and Energy Systems (ICCCES’14), 8th – 9th August 2014, MEA College of Engineering College, Perinthalmanna Malappuram District, Kerala.

45. Shobha G, Satish, “Key Frame Extraction Algorithm for Video Abstraction Applications in Underwater Video” , International Symposium on Underwater Technology (UT-15) , Feb 23rd to 25th , 2015, Chennai, India.

46. B.Bhagyalakshmi and Dr. Shobha G “Review of Crime Analysis with Data Mining “, NCMTCS’14.National Conference on Multimedia Technology and Communication System. ISBN: 978-93-5156-722-6 pp 187-191 May-2014.

47. B.Bhagyalakshmi and Dr. Shobha G “Survey of Crime Analysis with Data Mining”, NCRTS-2014.National Conference on Real-time System.ISSN:2278-0181pp D020 May-2014.

48. Hemavathy R, Shobha G, “ Segmentation of objects in Dynamic environment Using Color Space Features” , Proceedings of the Second International Conference on

“Emerging Research in Computing, Information, Communication and Applications, Elsevier Publication, 2014, ISBN9789351072607, pp. 902-909.

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49. Hemavathy R, Shobha G,” Performance Comparison of Object Tracking Methods in Video Frames”, Proceedings of International Conference on Circuits, Communications ,Control and Computing(I4C 2014) , MSRIT, Bangalore21-22 Nov, 2014, pp 357-362

50. Prapulla S B, Jayanth Chandra, Madhwesh B, Mudakavi, Shobha G, Thanuja T C,

"Multi Mobile Agent Itinerary planning using Farthest Node First Nearest Node Next (FNFNNN) Technique", International Conference on Computation System and Information Technology for Sustainable Solutions , (CSSITSS), Bengaluru 2016 PP:

105 - 111

51. AzraNasreen, Vinutha H, Dr Shobha G, "Analysis of Video content through object search using SVM Classifier", in International Conference on Innovations in Electronics and Communication Engineering (ICIECE), July, 8 – 9, 2016 at Guru Nanak Institute of Technical Campus, Hyderabad(Springer Published).

52. R. Rastogi, A. Shobha , Poonam, Ankit Singh, "Design and development of generic web based framework for log analysis," 2016 IEEE Region 10 Conference (TENCON), Singapore, 2016, pp. 232-236. doi: 10.1109/TENCON.2016.7847996 978-1-5090-2597-8/16/$31.00@2016 IEEE, Singapore, pp.231-136.

53. Jyoti Shetty, Shobha G, “An Ensemble of Automatic Time Series algorithms for forecasting Resource Usage in clouds”, FTC 2016 - Future Technologies Conference 2016, 6-7 December 2016, San Francisco, United States, pp 301-306.

54. Chandrasekar B, Bharath Ramesh, Vishalakshi Prabhu,Sajeev S, Pratik Mohanty,Dr.Shobha G," Development of Intelligent Digital Certificate Fuzzer Tool To Process Certificates of Different Format", ACM International Conference on Cryptography, Security and Privacy (ICCSP-2017), Wuhan, China, March 17-19, 2017 (Scopus Indexed).

55. Rahul M V, Revanur Ambareesh and Shobha G, Siamese Network for Underwater Multiple Object Tracking, ICMLC 2017, February 24-26, 2017, Singapore, Singapore

©2017 ACM. ISBN 978-1-4503-4817-1/17/02...$15.00 DOI:

http://dx.doi.org/10.1145/3055635.3056579

56. Bharat Rahuldhev Patil, Minal Moharir, Shobha G, Pratik Kumar Mohanty, SaS,

" Ostinato - A powerful traffic generator ", 2nd IEEE Sponsored International Conference on Computational System and Information Technology for Sustainable Solution, December 21-23, 2017, pp-210-214

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