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Detection theory

Known as: Signal-detection theory, Signal detection theory, Signal detection 
Detection theory or signal detection theory is a means to quantify the ability to discern between information-bearing patterns (called stimulus in… Expand
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Related topics

Related topics

28 relations
Artificial intelligenceBinary classificationConfusion matrixConstant false alarm rate
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Broader (1)

Signal processing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2019
Review
2019
Deep Learning in Physical Layer Communications
DL has shown great potential to revolutionize communication systems. This article provides an overview of the recent advancements… Expand
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Highly Cited
2009
Highly Cited
2009
Principal Component Analysis
  • H. Shen
  • Encyclopedia of Database Systems
  • 2009
    • Corpus ID: 2534141
The Karhunen-Lo eve basis functions, more frequently referred to as principal components or empirical orthogonal functions (EOFs… Expand
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Highly Cited
2007
Highly Cited
2007
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
This paper demonstrates theoretically and empirically that a greedy algorithm called orthogonal matching pursuit (OMP) can… Expand
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Highly Cited
2001
Highly Cited
2001
Signal detection theory
Classical and modern signal detection theories theoretical principles of the generalized approach to signal detection theory… Expand
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Highly Cited
1991
Highly Cited
1991
Detection Theory: A User's Guide
Contents: Preface. Introduction. Part I: Basic Detection Theory and One-Interval Designs. The Yes-No Experiment: Sensitivity. The… Expand
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Highly Cited
1990
Highly Cited
1990
Response bias : characteristics of detection theory, threshold theory, and nonparametric indexes
Models of discrimination based on statistical decision theory distinguish sensitivity (the ability of an observer to reflect a… Expand
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Highly Cited
1975
Highly Cited
1975
Signal detection theory and ROC analysis
 
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Highly Cited
1975
Highly Cited
1975
Optimum testing of multiple hypotheses in quantum detection theory
The problem of specifying the optimum quantum detector in multiple hypotheses testing is considered for application to optical… Expand
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Highly Cited
1972
Highly Cited
1972
A Primer of Signal Detection Theory
Contents: Foreword. Preface. What Are Statistical Decisions? Non-Parametric Measures of Sensitivity. Gaussian Distributions of… Expand
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Highly Cited
1966
Highly Cited
1966
Signal detection theory and psychophysics
Book on statistical decision theory and sensory processes in signal detection theory and psychophysics 
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