136,410 research outputs found

    Public expenditure and national income - Time series evidence from Greece

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    The paper investigates the existence and nature of long-run relationships between Greek national income and four categories of public expenditure. Our results suggest that there exists a positive long-run relationship between GDP on the one hand; and public expenditure and “productive” public consumption on the other, with causality running both ways. There appears to be no long-run relationship between GDP and public-sector personnel expenditure; and GDP and public-debt service expenditure. From that point of view, it would appear that in terms of output growth, the fiscal policy followed by Greece during the 1975-1990 period has rather been ineffective

    Mutation testing from probabilistic finite state machines

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    Mutation testing traditionally involves mutating a program in order to produce a set of mutants and using these mutants in order to either estimate the effectiveness of a test suite or to drive test generation. Recently, however, this approach has been applied to specifications such as those written as finite state machines. This paper extends mutation testing to finite state machine models in which transitions have associated probabilities. The paper describes several ways of mutating a probabilistic finite state machine (PFSM) and shows how test sequences that distinguish between a PFSM and its mutants can be generated. Testing then involves applying each test sequence multiple times, observing the resultant output sequences and using results from statistical sampling theory in order to compare the observed frequency of each output sequence with that expected

    Fast Dictionary Learning for Sparse Representations of Speech Signals

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    © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Published version: IEEE Journal of Selected Topics in Signal Processing 5(5): 1025-1031, Sep 2011. DOI: 10.1109/JSTSP.2011.2157892
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