email: kgsrinivas@msrit.edu

Education
PhD in Computer Science and Engineering(Bangalore University)

M.E Computer Science and Engineering(UVCE, Bangalore University)

B.E Information Science and Engineering(MSRIT, Bangalore University)

Areas of intrest
Data Mining
Free & Open Source Software Engineering

Genetic Algorithms
Neural Networks, Rough Sets, Fuzzy Logic, SVM
Web Services


Publications
A: Journals:

Srinivasa K G, P Deepa Shenoy, Venugopal K R and L M Patnaik, “An Efficient Neural Network Based CBIR System Using STI Features and Relevance Feedback”, Accepted for Publication in International Journal on Intelligent Data Analysis, Volume 10, Number 2, 2006, IOS Press.

Srinivasa K G, P Deepa Shenoy, Venugopal K R and L M Patnaik, “A Heuristic Temlplate based Adaptive Genetic Algorithms for Data Mining Applications”, IJCNS International Journal of Computer Science and Network Security, Vol. 5 No.9 August 2005.

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “A Soft Computing Approach for Selective Dissemination of XML Documents”, International Journal on Lateral Computing, World Federation of Lateral Computing, Volume 2, Number 1, December 2005.

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “An XML Information Retrieval Mechanism Using Self-Adaptive Genetic Algorithms”, Accepted for Publication in Computational Intelligence and Applications, World Scientific Publishers.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Dynamic Association Rule Mining Using Genetic Algorithms”, Accepted for Publication Volume 9, Number 6, of International Journal on Intelligent Data Analysis, IOS Press.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Soft Computing Approach for Mining Top-k Ranked webpages from WWW", In GESTS International Transactions on Computer Science and Engineering, Vol. 3, No. 1, April 2005, pp. 185-196.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Dynamic Mining of Frequent Web Access Patterns to Reorganize the Web Structure”, In GESTS International Transactions on Computer Science and Engineering, Vol. 8, No. 1, May 2005, pp. 168-179.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Dynamic Subspace Clustering Algorithm for High Dimensional Applications ", In GESTS International Transactions on Computer Science and Engineering, Vol. 13, No. 1, June 2005, pp. 125 – 136.

B: Refereed International Conference Proceedings (Acceptance Rate is less than 35%):

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “GAXSearch: An XML Information Retrieval Mechanism using Genetic Algorithms”, The 18^th Australian Joint Conference on Artificial Intelligence, LNAI, Sydney, Australia, December 5 –9, 2005.

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “Selective Dissemination of XML Documents based on a Genetically Learned User Model and SVM”, 2005 International Conference on Computational Intelligence and Security (CIS'05), LNCS, Xi’an, China, December 15 –19, 2005.

Srinivasa K G, Amrinder Gill, Venugopal K R and L M Patnaik, “Generic Feature Extraction for Classification using Fuzzy c – Means Clustering”, In IEEE Proceedings of Third International Conference on Intelligent Sensing and Information Processing, December 14 –17, 2005, Bangalore, India.

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “SAGAXsearch: An XML Information Retrieval Mechanism Using Self-Adaptive Genetic Algorithms”, In Proc. of Eighth Asia Pacific Web Conference (APWeb 2005), LNCS, Springer Verlag, January 16-18, 2006, Harbin, China.

Srinivasa K G, Karthik Sridharan, P Deepa Shenoy, Venugopal K R and Lalit M Patnaik, “A Dynamic Migration Model for Self Adaptive Genetic Algorithms”, Accepted for Publication in Proceedings of 6^th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 05), Springer Verlag, LNCS 3578, July 6^th – 9^th 2005, Brisbane, Australia, pp. 555 – 562.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Evolutionary Approach for Mining Association Rules on Dynamic Databases”, In Proceedings of 7^th Pacific – Asia Conference, PAKDD 2003, Seoul, Korea, April – May 2003, Springer LNAI 2637, Advances in Knowledge Discovery and Data Mining, Page No. 325 – 336.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Dynamic Subspace Clustering on Very Large High – Dimensional Databases”, In Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL) 2003, Springer LNCS 2690, Hong Kong, China, March 2003, Page No. 850 -854.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Mining Top - k Ranked Webpages using Simulated Annealing and Genetic Algorithms" 2^nd International Conference on Information Technology, Asian Applied Computing Conference (AACC) 2004, LNCS 3285- Springer Verlag, Kathmandu, Nepal, October 29 - 31, 2004, pp. 137 – 144.

C: International Conference Proceedings (Acceptance Rate is less than 50%):

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “A Framework for Topic Categorization of XML Documents using Support Vector Machines”, Third International Conference on Asian Applied Computing Conference, AACC 2005, Nepal, December 10 – 12, 2005.

Srinivasa K G, Sharath S, Venugopal K R and L M Patnaik, “Selective Dissemination of XML Documents based on a Genetically Learned User Model and SVM”, In Proc. of World Congress on Lateral Computing, WCLC 2005, Bangalore, India, December 16 –18, 2005.

Srinivasa K G, P Deepa Shenoy, Venugopal K R and L M Patnaik, “A Hybrid System for Web Search Personalization using Query Refinement, Recommender Systems and User Profiles”, In Proc. of 13^th International Conference on Advanced Computing(ADCOM - 2005), Coimbatore, December 14 – 17, 2005.

Srinivasa K G, Venugopal K R and L M Patnaik, “Self Adaptive Migration Model Genetic Algorithms”, In Proc. of 2^nd Indian International Conference on Artificial Intelligence, Pune, India, December 20 – 22, 2005.

Srinivasa K G, Venugopal K R and L M Patnaik, “Fuzzy based Neuro Genetic Algorithm for Stock Market Prediction”, In Proc. of 2^nd Indian International Conference on Artificial Intelligence, Pune, India, December 20 – 22, 2005.

Srinivasa K G, Karthik Sridharan, Venugopal K R and L M Patnaik, "An Effective Content Based Image Retrieval System using STI Features and Relevance Feedback", KBCS-2004, Fifth International Conference On Knowledge Based Computer Systems, Hyderabad, India, December 19-22, 2004, pp. 290 - 301.

Srinivasa K G, Karthik Sridharan, Venugopal K R and L M Patnaik, “EASOM: An Efficient Soft Computing Method for Predicting the Share Values" In Proceedings of IASTED International Conference on Artificial Intelligence and Applications (AIA 2004), ISSN: 1027-2666, Austria, Innsburg, Feb 16 - 18, 2004, pp. 264-269.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “NetMiner: A Distributed Algorithm for Mining Association Rules using Genetic Algorithms”, In Proceedings of International Conference on Agile Manufacturing for Cleaner Products and Sustainability – Internet Solutions, 14 – 17 December 2002, Bangalore.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “HashMine: An Efficient Web Log Mining Algorithm to Discover Frequent Access Patterns”, In Proceedings of the International Conference on Information Technology Prospects and Challenges in the 21^st Century (ITPC - 2003), Volume 1, 23^rd – 26^th May 2003, Kathmandu, Nepal, Page No. 160 – 167.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “Compress and Mine: An Efficient Graph Based Algorithm for Mining Multiple Level Frequent Itemsets”, In Proceedings of 11^th International Conference on Advanced Computing (ADCOM – 2003), December 2003, Coimbatore, India.

P Deepa Shenoy, Srinivasa K G, Venugopal K R and L M Patnaik, “An Efficient Hash Based Algorithm for Web Access Mining and Reorganization of Web Structure”, In. Proc. Of Intl. Conf. on ADCOM 2004, 12^th International Conference on Advanced Computing and Communications. Ahamadabad, 15^th - 18^th Dec. 2004, pp. 125 - 133.

Professional Activities

Linux @ User Level, Sponsored by Dept. of CSE and CATCE, MSRIT.

Coordinated a one Day Workshop on “Intellectual Property Rights”, Conducted by MSRIT-IEEE Student Branch, 4^th December 2004.

2-Day Workshop on Data Mining and Data Warehousing, Sponsored by IEEE Student Branch, UVCE.

Corporate Training, i2 Connect PRP: Trained Wipro Recruits on RDBMS at MSRIT.

Organizing Member, 3^rd International Conference on Intelligent Sensing and Information Processing, ICISIP 2005, Bangalore.

General Secretary, Student Working Committee, International Conference on Agility, Design and Manufacturing, Summit – Expo – 05, December 10 -13, 2005.

Reviewer, IEEE Transactions on Systems, Man and Cybernetics – Part B.

Reviewer, 2^nd World Congress on Lateral Computing - 2005, Bangalore.

Reviewer, e-Science 2005, Australia.

Reviewer, Neural Computing and Applications Journal, Springer Verlag.

Reviewer, Fuzzy Optimization and Decision Making, Kluwer Publishers.

Branch Mentor, IEEE MSRIT Student Branch.

Member, Organizing Committee, National Conference on Signal Processing, Intelligent Systems and Networking, December 2003.

Member of Editorial Committee of MSRIT College Magazine, Jnana Gangothri.

Invited Lecture: Projects in Bioinformatics at 2 Day Workshop on Project Framework for Undergraduate Students, Dept. of CSE, Saptagiri College of Engineering, 25^th August 2005.

Invited Lecture: Data Mining and Data Warehousing, SJBIT, 12^th September 2005.