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Dr Shobha G

Designation Professor & HoD
Qualification B.E, M.S, Ph.D

Experience

Teaching : 21 years , Research : 12 years

Area of Interest Data Mining, Image Processing, Networking
Date of joining RVCE 06-10-1995
Email shobhag@rvce.edu.in

Project Guided:

Number of UG projects guided: 30

Number of PG projects guided: 39

Publications:

National Journals: 2

National Conferences: 2

International Journals: 63

International Conferences: 49

List of International Journals publications

  • 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.

  • 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.

  • 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).

  • Anala M R, Dr. Shobha G, “Performance Study On Open Source Softwares 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Prathiba B, 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Shobha G, Yayavardhana Gubbi, Krishna S Raghavan, Lakshmikanth Koushik, “ A novel fuzzy rule based system for assessment of ground water potability: A case study in South India”, ISOR, journal of Computer Engineering (ISOR-JCE) e-ISSN: 2278-87, Volume X, Issue X, pp20-23.

  • 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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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) ISSN: 2319 – 2682, impact factor 3.5.

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

  • 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.

  • 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.

  • S Kushwanth Ram1, Sachin Araballi,Shambhavi B R3,Shobha G, “Sentiment Analysis of Twotter Data”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 3 Issue 12, December 2014, pp. 4337-4342.

  • R., 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • D.Pratiba, Dr.G.Shobha, IDLS: Framework for Interactive Digital Learning System with Efficient Component Modelling , 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.

  • Hemavathy R ,  Dr. Shobha G ,”Segmenting of Object in postprocessing stage in Underwater Video Sequences Under Dynamic condition” 2015 IEEE International Advance Computing Conference will be held at B.M.S. College of Engineering, Bangalore, India on June 12-13, 2015,pp 111-115, will be indexed in IEEEXplore Digital Library

  • Jyoti Shetty, Anala M R, Shobha G, “An Approach to Secure Access Cloud Storage” , International Journal of Research, Vol 2, Issue 1, January, 2015, pp. 364-368. (Indexed Journal Impact Factor 3.541)

  • Jyoti Shetty, Shobha G, Anala M R, “ A State-of-art Comparison of Opensource IaaS Cloud Softwares” , American International Journal of Research in Science, Technology, Engineering & Mathematics, vol 10, Issue 1, March-May 2015, pp. 26-30. (Indexed Journal I. C Value 9.187)

  • Prapulla, Shobha, Tanuja, “Emerging Security in an Energy Efficient Leach”, International Journal of Advanced Research in Science and Enigineering, IJAESE, Vol. No 3, Issue No 8, Aug 2014, pp. 88-101

  • Prapulla, Shobha, Tanuja, “ Smart Refrigerator Using Internet of Things”, Journal of Multidiciplinary Engineering Science and Technology(JMEST), ISSN 3159-0040, Vol 2, Issue 7, July 2015, pp. 1795-1801 

  • Sahana Upadhya,Rajarajeshwari H S,Jyothi Shetty,Shobha G,"A state of art review of docker container security issues and solutions",AIJRSTEM, 2017

  • Pratibha D,Shobha G,"RSECM: Robust Search Engine using Context based mining for educational BIG Data",IJACSA,2016

List of International Conference publications

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Naga Deepthi , Shobha G “ Drupal enablement of IBM DB2 Database Server” Proceedings of National Conference on “Recent Trends in Computational Sciences & Engineering” conducted in KVG College of Engineering, Sulia , Feb 12th 2011, pp – 56.

  • 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.

  • 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.

  • 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).

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Hemavathy.R, Dr. Shobha G, NagalakshmiC.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 .

  • Hemavathy.R, Dr. Shobha G, Pooja Ashok “ Image Segmentation Problem and Approches 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Hemavathy R, Shobha G, “ Segmentation of objects in Dynamic environment Using Color Space Features” , Proceedingsof the Second International Conference on “Emerging Research in Computing, Information, Communication and Applications, Elsevier Publication, 2014, ISBN9789351072607, pp. 902-909.

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

  • Jyoti Shetty, Shobha G, Jagat Rastogi, Shiva Saxena, “Monitoring OpenStack Service Using Nagios”, Emerging Research in Computing, Information, Communication and Applications, 31st July -1st August, 2015, pp. 485-495.  (SPRINGER PUBLISHED)

  • Azra Nasreen, Kaushik Roy, Kunal Roy, Dr Shobha G, "Key frame Extraction and foreground modelling using K-means clustering",in 7th International Conference on Computational Intelligence, Communication systems and Networks, June 3-4,2015 indexed in IEEE Digital library, pp 141-145, Riga Technical University, Latvia (Europe).

Interaction with Outside World

  • BoS member at Reva Institute of Technology, Bangalore , 2013 – till date

  • Doctoral Committee member at Vellore Institute of Technology, 2013 – till date

  • Adjunct Faculty for Texila American University , Gayana, North America,2014 – till date

  • Research Progress committee, Sikkim Manipal University, Gangtok -2015 – till date

  • Nominated by VTU as a BoS member at SIT, Tumkur, 2015 

Consultancy Projects

Sl

no.

Title

Agency

Year /duration

Amount Sponsored (in lakhs)

1.

Independent Verification and Validation of solid state memory module forAN-32 Flight

Centre for Air Borne

Systems,DRDO

2005/ 

   1 Year

2.5

2.

Development of Digitization Engine

Gnostice

2013/  

  1 Year

1.0

3.

Development of Software Library for PPTX Engine

Gnostice

2013 /

1 Year

2.0

4.

Development of Software Library for XLSX Engine

Gnostice

2013 / 

   1 Year

2.0

5.

Development of Software Library for PPTX Engine on Delphi Platform

Gnostice

2015/ 

    1 Year

2.0

6.

Development of Software Library for XLSX Engine on Delphi platform

Gnostice

2015/  

   1 Year

2.0

7.

Development of OCR Engine

Gnostice

2015/   

  1 Year

1.0

8.

Software Package for Inventory Management

 

Karnataka Forest

Department

2015/   

  1 Year

1.0

9.

Google Tango based AR Model for generating 3D views of Modular Kitchens

Insta Kitchen

2017/

6months

0.5
10. Smart Pantry Management System Insta Kitchen

2017/

6months

0.5
11. Image processing system for generation of Isometric designs & estimates Insta Kitchen

2017/

6months

0.5

Funded Projects

Sl

no.

Title

Agency

Year

Amount

(lakhs)

1.

Wind Prediction by Neural Networks

DRDO

2006

4.5

2.

Adaptive Method for Target Detection Using Neural Networks

AICTE

2007

10.4

3.

Adaptive Texture Representation Methods for automatic target detection using Neural Network

AMREB,

DRDO

2009

9.964

4.

A Study of Water Availability And Quality In Chikaballapur District Using Data Mining Techniques And Experimental Verification. To Evolve A Plan For Sustainable and Quality Groundwater

Panchayat Raj, GoK

2013

19.57

5.

A Study on Moving of Moving Object Detection from Under Water Video Sequences

NRB, DRDO

2014

14.61

6.

Bio-inspired Computing for the analysis of Pectin in Citrus fruit

NMFP, Directorate

Of Agriculture, GoK

2014

4.0

7.

Development of a cloud Platform for IasS

Cisco

2014

7.5

8.

Capture and Replay Tool

Citrix

2015

2.0

9.

Certificate Generator using Fuzzying

Citrix

2015

1.0

10.

Generic Log Analyzes

Citrix

2015

1.0

11.

Traffic Generator Using Intel data Plane development Kit

Citrix

2015

2.0

12. Generation using classifiers and NLP (Natural Language
Processing)
Citrix R&D India
Pvt. Ltd.
2017-2018  2.0
13. App for Video optimization Testing Citrix R&D India
Pvt. Ltd.
2017-2018 1.0
14. NETWORK SIMULATOR WITH PREDICTABLE ERROR INJECTION Citrix R&D India
Pvt. Ltd.
2017-2018 1.0
15. User defined protocol support and DPDK Integration with Ostinato Citrix R&D India
Pvt. Ltd.
2017-2018 2.0
16. Tenant Managed AAA in Open daylight Controller CISCO Systems
PVT. India Ltd
2017-2018 7.92
17. Tracking and collaboration of tasks for enabling the
activities of complex programmes
CABS, Bangalore 2017-2018 9.96

 

Awards

  • Career award for young teachers for the year 2007-08 by AICTE

  • Honored by Rashtriya Shikshana Trust for achieving excellence in education -2004,2005,2006,2007,2008

  • Won best paper award for paper titled “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

  • Won best paper award for paper titled “ Social Network classifier for churn prediction in telecom data “ 19th-21st Dec 2013, Shri Eshwari College of Engineering Coimbatore

  • Nominated for Marquis Who's Who Publications 2015 for research actives.

  • Shortlisted and recommended for UGC Research Award for the year 2016-18

  • Abdul Kalam Award for lifetime achievement in teaching and Research 2015