Download Advanced Computing, Networking and Informatics- Volume 1: by Malay Kumar Kundu, Durga Prasad Mohapatra, Amit Konar, Aruna PDF

By Malay Kumar Kundu, Durga Prasad Mohapatra, Amit Konar, Aruna Chakraborty

Advanced Computing, Networking and Informatics are 3 designated and together specific disciplines of information with out obvious sharing/overlap between them. besides the fact that, their convergence is saw in lots of actual international functions, together with cyber-security, net banking, healthcare, sensor networks, cognitive radio, pervasive computing amidst many others. This two-volume lawsuits discover the mixed use of complex Computing and Informatics within the subsequent iteration instant networks and safeguard, sign and photo processing, ontology and human-computer interfaces (HCI). the 2 volumes jointly contain 148 scholarly papers, that have been approved for presentation from over 640 submissions within the second overseas convention on complex Computing, Networking and Informatics, 2014, held in Kolkata, India in the course of June 24-26, 2014. the 1st quantity contains cutting edge computing options and proper study leads to informatics with selective functions in development reputation, signal/image processing and HCI. the second one quantity nonetheless demonstrates the potential scope of the computing recommendations and informatics in instant communications, networking and security.

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Read Online or Download Advanced Computing, Networking and Informatics- Volume 1: Advanced Computing and Informatics Proceedings of the Second International Conference on Advanced Computing, Networking and Informatics (ICACNI-2014) PDF

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Additional resources for Advanced Computing, Networking and Informatics- Volume 1: Advanced Computing and Informatics Proceedings of the Second International Conference on Advanced Computing, Networking and Informatics (ICACNI-2014)

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DP is well known for its space efficient implementation and lower complexity. The entire process is summarized in Fig. 3. 3 Performance Evaluation The database used for evaluation, consists of 3 hours of speech recorded by a single male speaker. The speech consists of articles about History of India available on Wikipedia. This recorded speech data was divided into 1080 speech documents, each of duration 10 seconds. Proposed retrieval approach was evaluated by 200 queries recorded from 5 male and 5 female speakers.

A separate codebook is created for every 10 seconds of speech data in database. Building the Index. Phase 2 (Indexing / Lookup phase) does the task of indexing the features extracted from the speech database. This phase also performs a lookup in the index to retrieve the best matching items for a query vector. The matching can be done in various ways, say, exact matching, nearest neighbour matching, etc. which depends on the application and the efficiency required. In this work, MFCC feature vectors derived from speech consists of 13 dimensions.

Various data structures can be used for multi-dimensional indexing, for example, quad tree, k -d tree, optimized k -d tree. In this work, the index is created from the codebook in the form of a k -d tree. , D = L mod k + 1, where D is the discriminating key number for level L and the root node is defined to be at level zero. However, the selection of the partition value is done in the way suggested by Friedman [4]. The partition value is selected as the median value in the dimension of the discriminator(D).

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