An Information Theoretic Approach
Online Information Gathering using Sampling-Based Planners and GPs: an Information Theoretic Approach
... Online Information Gathering using Sampling-Based Planners and GPs: an Information Theoretic Approach Alberto Viseras 1 , Dmitriy Shutin 1 and Luis Merino 2 Abstract— Information ...
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Eliciting and Aggregating Information: An Information Theoretic Approach
... User feedback requests (e.g Ebay’s reputation system) are increasingly promi- nent and important. However, the overwhelming number of requests can lead to low participation rates, which in turn may yield unrepresentative ...
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An Information theoretic Approach for Argument Interpretation
... It automatically built and incrementally extended a BN from propositions read in a story, so that the BN represented hypotheses that became plausible as the story unfolded. Marker passing was used to restrict the nodes ...
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An Information Theoretic Approach to Bilingual Word Clustering
... novel information theoretic model for bilingual word clustering which seeks a clus- tering with high average mutual information be- tween clusters of adjacent words, and also high mutual ...
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An Information-Theoretic Approach to Distributed Compressed Sensing
... collaboration-free approach in which each sensor node could communicate losslessly at its conditional entropy rate, rather than at its individual en- tropy ...
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AN INFORMATION THEORETIC APPROACH TO ORIGINALITY AND BIAS IN SCIENCE
... Keywords: Originality; information entropy; bias; political correctness; errors; error correction. 1. Introduction While there is a consensus that an independent scientific research is superior to a biased one, a ...
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Characterizing ordering in liquids: An information theoretic approach
... 3. Detailed determination of molecular ordering Contrary to what happens in a solid crystalline phase where it is necessary only to study the unit cell to reproduce the long range structure, in liquids it is necessary to ...
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An Information theoretic approach to production and comprehension of discourse markers
... experiments). This is the first comparative study of two connectives in English with closely related meanings that uses natural production data to predict effects on comprehension and examines these predictions ...
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An information theoretic approach to rule induction from databases
... In this paper we have demonstrated the applicability of our proposed J-measure for induction from both a theoretical and practical standpoint. We developed an interpretati[r] ...
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Measuring Intrusion Detection Capability: An Information-Theoretic Approach
... This paper makes contributions to both research and prac- tice. We provide an in-depth analysis of existing metrics and provide a better understanding of their limitations. We ex- amine the intrusion detection process ...
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An Information Theoretic Approach to Speaker Diarization of Meeting Recordings
... One of the popular approaches employed an ergodic HMM model [ 3 ] used for agglomerative clus- tering. The algorithm is initialized with uniform linear segmentation of input segments. Multiple iterations of re-estimation ...
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An information theoretic approach for knowledge representation using Petri nets
... hybrid approach for PNs has been proposed in this paper by combining the algebra of classical PNs with the basis of information ...uncertain information (which can be diverse through the different ...
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mining interesting temporal patterns an information theoretic approach IICAI2005
... mutual information as a interestingness measure for sub- sequences in time series data, which as a part of a framework for interestingness can include most existing definitions of ”surprise”, ”novelty” ...
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Subgraph Covers- An Information Theoretic Approach to Motif Analysis in Networks
... total information further provides a basis for comparing different models for ...total information is a measure of how well an ensemble describes a given ...total information might not always be ...
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Ensemble creation and reconfiguration for activity recognition: An information theoretic approach.
... using information about the accuracy and diversity obtained from different datasets, these ensembles generally perform better than ...this approach for the dynamic reconfiguration of classifier ...
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An Information-Theoretic Approach to the Cost-benefit Analysis of Visualization in Virtual Environments
... applied information theory in general, and the the heart of the cost-benefit ...theory-based approach to analyzing the the Potential Distortion and cognitive Cost can be very similar between cost-benefit of ...
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An information theoretic approach to speech feature selection applied to speech detection
... Computation of this information metric for speech training sets has shown the first adaptive linear prediction coefficient from the stochastic gradient algorithm to be the optimal single[r] ...
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Clustering Clauses for High Level Relation Detection: An Information theoretic Approach
... They suggest that information theoretic mea- sures can also measure semantic relatedness. These works focus only on relatedness of indi- vidual words and do not describe how the au- tomatic estimation of ...
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Detecting Spurious Moderation Effect in Service Research:An Information Theoretic Approach
... the information- theoretic approach dictates, the key decision is indeed, in selecting what models to be included in the plausible ...makes information-approach is ...
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Exploring the Google Books Corpus: An Information-Theoretic Approach to Linguistic Evolution
... directly reflect popular use of words and phrases. Nonetheless, this contrast is also often overlooked. In Ch. 2, in addition to explaining the need for vigilance in employing high- profile linguistic corpora, we ...
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