Download Intelligent Information Technology: 7th International by K. Rajkumar, B. Ramadoss, Krishnamurthi Ilango (auth.), PDF

By K. Rajkumar, B. Ramadoss, Krishnamurthi Ilango (auth.), Gautam Das, Ved Prakash Gulati (eds.)

The seventh foreign convention on details know-how (CIT 2004) used to be held in Hyderabad, India, in the course of December 20–23, 2004. The CIT 2004 was once a discussion board the place researchers from numerous parts of data expertise and its purposes might stimulate and trade principles on technological developments. CIT, organizedby the Orissa InformationTechnologySociety (OITS), has emerged as one of many significant foreign meetings in India and is quick changing into the premiere discussion board for the presentation of the newest study and improvement within the serious sector of knowledge know-how. The final six meetings attracted reputed researchers from world wide, and CIT 2004 took this development ahead. This convention fascinated by the newest study ?ndings on all subject matters within the quarter of knowledge expertise. even if the normal concentration used to be on computing device technology concerns, learn effects contributed from administration, enterprise and different disciplines shaped a vital part. We got greater than 2 hundred papers from over 27 international locations within the parts of com- tational intelligence, neural networks, cellular and adhoc networks, safeguard, databases, softwareengineering,signal andimageprocessing,andInternetandWWW-basedc- puting. The programme committee, which include eminent researchers, academicians and practitioners, ?nally chosen forty three complete papers at the foundation of reviewer grades. This complaints includes the examine papers chosen for presentation on the c- ference and this can be the ?rst time that the proceedingshave been released within the Lecture Notes in laptop technological know-how (LNCS) sequence. The poster papers are being published as a separate convention proceedings.

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Additional resources for Intelligent Information Technology: 7th International Conference on Information Technology, CIT 2004, Hyderabad, India, December 20-23, 2004. Proceedings

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16. : Saccharomyces Genome Database (SGD) provides tools to identify and analyze sequences from Saccharomyces cerevisiae and related sequences from other organisms. Nucleic Acids Res. 32(1) (2004) D311-14. 17. : MIPS: analysis and annotation of proteins from whole genomes. Nucleic Acids Res. 32(1) (2004) D41-44. 18. : Mining association rules between sets of items in large databases. In Proceedings of ACM SIGMOD’93 (1993) 207-16. 19. : Document clustering using word clusters via the information bottleneck method.

506-521, May 1996. 12. M. J. 57-69, 1998. 13. A. C. Arjan, “Low-cost Task Scheduling for Distributed-Memory Machines”, IEEE Trans. 13, No. 6, June 2002. 14. H. 3-14, San Juan, Puerto Rico, Apr. 1999. 15. Wu, “Performance-Effective and low-complexity task scheduling for heterogeneous computing”, IEEE Trans. Parallel and Distributed Systems, Vol. 13, No. 3, March 2002. 16. A. Palis, “An Efficient Clustering Heuristics for Scheduling DAGs on Multiprocessors”, Int’l conf. on Parallel and Distributed Processing, 1996.

The distribution of the weight vectors of a trained SOM approximates the distribution of the feature vectors in the training data. This property is known as density matching. These properties enable many researchers to use SOM successfully in various problem domains such as pattern recognition, clustering, text and image analysis, speech recognition, vector quantization [2,3], data visualization, knowledge engineering [4], etc. For a more exhaustive listing of the works using SOM visit [5]. Topology preservation refers to the property of a trained SOM that two points close to each other in the feature space are mapped to the same node or two neighboring nodes in the lattice plane of the network.

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