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An information-theoretic approach to privacy
- in Proc. 48th Annual Allerton Conf. on Commun., Control, and Computing
, 2010
"... iv ..."
An Information-Theoretic Approach to
"... color visualizations of the joint histogram. The pink regions in (a) and (b) have been selected to surround smaller peaks that may correspond to changes in the image pair. Changes, Image 1 Changes, Image 2 Figure 7: The image pixels that contribute to the selected regions in the joint histogram ..."
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color visualizations of the joint histogram. The pink regions in (a) and (b) have been selected to surround smaller peaks that may correspond to changes in the image pair. Changes, Image 1 Changes, Image 2 Figure 7: The image pixels that contribute to the selected regions in the joint histogram correspond to the pathology in the upper left-hand corner. References
Information-Theoretic Approach
, 2006
"... Opinions expressed in this document are those of the authors, and do not necessarily represent the official position or policies of the U.S. Department of Justice, the Urban Institute, its trustees, or its funders. research for safer communities ..."
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Opinions expressed in this document are those of the authors, and do not necessarily represent the official position or policies of the U.S. Department of Justice, the Urban Institute, its trustees, or its funders. research for safer communities
Information-Theoretic Approaches to Linguistics
"... • Large-scale contact between dialects can lead to the reallocation of linguistic variants to particular social groups or functions (Trudg-ill 1986, Britain & Trudgill 2005). • In Raleigh, NC, 50 years of white collar migration from outside ..."
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• Large-scale contact between dialects can lead to the reallocation of linguistic variants to particular social groups or functions (Trudg-ill 1986, Britain & Trudgill 2005). • In Raleigh, NC, 50 years of white collar migration from outside
An Information-Theoretic Approach for the Quantification of Relevance
- IN ADVANCES IN ARTFICIAL LIFE (PROC. EUROPEAN CONF. ARTIFICIAL LIFE - ECAL’01), SPRINGER LNAI
, 2001
"... We propose a concept for a Shannon-type quantification of information relevant to a decision unit or agent. The proposed measure is operational, can -- at least in principle -- be calculated for a given system and has an immediate interpretation as an information quantity. Its use as a natural f ..."
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Cited by 25 (16 self)
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We propose a concept for a Shannon-type quantification of information relevant to a decision unit or agent. The proposed measure is operational, can -- at least in principle -- be calculated for a given system and has an immediate interpretation as an information quantity. Its use as a natural
Information-theoretic approaches to branching in search
, 2006
"... Deciding what to branch on at each node is a key element of search algorithms. We present four families of methods for selecting what question to branch on. They are all information-theoretically motivated to reduce uncertainty in remaining subproblems. In the first family, a good variable to branch ..."
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Cited by 12 (4 self)
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Deciding what to branch on at each node is a key element of search algorithms. We present four families of methods for selecting what question to branch on. They are all information-theoretically motivated to reduce uncertainty in remaining subproblems. In the first family, a good variable
An Information-Theoretic Approach to Data Mining
, 1999
"... 1. Introduction The Knowledge Discovery in Databases (KDD) process is defined by Fayyad et al. [5] as "the nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data". Since the potential number of patterns presenting in a real-worl ..."
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Cited by 3 (3 self)
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or the task. Our work aims at finding a minimal set of database attributes involved in discovered patterns by using an information-theoretic statistical approach. The problem of minimizing the number of attributes is important for several reasons. First, data mining requires a significant effort associated
PRIOR PROBABILITIES: AN INFORMATION-THEORETIC APPROACH
"... Abstract. General theoretical principles that enable the derivation of prior probabilities are of interest both in practical data analysis and, more broadly, in the foundations of probability theory. In this paper, it is shown that the general rule for the assignment of priors proposed by Jeffreys c ..."
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can be obtained from, and is logically equivalent to, an intuitively reasonable information-theoretical invariance principle Some of the implications for the priors proposed by Hartigan [1], Jaynes [2], and Skilling [3], are also discussed.
An Information-theoretic Approach for Argument Interpretation
, 2003
"... We describe an information-theoretic argument-interpretation mechanism embedded in an interactive system. Our mechanism receives as input an argument entered through a web interface. It generates candidate interpretations in terms of its underlying knowledge representation -- a Bayesian netwo ..."
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We describe an information-theoretic argument-interpretation mechanism embedded in an interactive system. Our mechanism receives as input an argument entered through a web interface. It generates candidate interpretations in terms of its underlying knowledge representation -- a Bayesian
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