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High confidence visual recognition of persons by a test of statistical independence

by John G. Daugman - IEEE TRANS. ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , 1993
"... A method for rapid visual recognition of personal identity is described, based on the failure of a statistical test of independence. The most unique phenotypic feature visible in a person’s face is the detailed texture of each eye’s iris: An estimate of its statistical complexity in a sample of the ..."
Abstract - Cited by 621 (8 self) - Add to MetaCart
imply a theoretical “cross-over ” error rate of one in 131000 when a decision criterion is adopted that would equalize the false accept and false reject error rates. In the typical recognition case, given the mean observed degree of iris code agreement, the decision confidence levels correspond formally

Illusion and well-being: A social psychological perspective on mental health.

by Shelley E Taylor , Jonathon D Brown , Nancy Cantor , Edward Emery , Susan Fiske , Tony Green-Wald , Connie Hammen , Darrin Lehman , Chuck Mcclintock , Dick Nisbett , Lee Ross , Bill Swann , Joanne - Psychological Bulletin, , 1988
"... Many prominent theorists have argued that accurate perceptions of the self, the world, and the future are essential for mental health. Yet considerable research evidence suggests that overly positive selfevaluations, exaggerated perceptions of control or mastery, and unrealistic optimism are charac ..."
Abstract - Cited by 988 (20 self) - Add to MetaCart
should be addressed to Shelley E. Taylor, University of California, Department of Psychology, 405 Hilgard Avenue, Los Angeles, California 90024-1563. Our healthy individuals find it possible to accept themselves and their own nature without chagrin or complaint.. . . They can accept their own human

Approximate accelerated stochastic simulation of chemically reacting systems

by Daniel T Gillespie - J. Chem. Phys , 2001
"... The stochastic simulation algorithm ͑SSA͒ is an essentially exact procedure for numerically simulating the time evolution of a well-stirred chemically reacting system. Despite recent major improvements in the efficiency of the SSA, its drawback remains the great amount of computer time that is ofte ..."
Abstract - Cited by 346 (6 self) - Add to MetaCart
that is often required to simulate a desired amount of system time. Presented here is the ''-leap'' method, an approximate procedure that in some circumstances can produce significant gains in simulation speed with acceptable losses in accuracy. Some primitive strategies for control

Identifying differentially expressed genes using false discovery rate controlling procedures

by Anat Reiner, Daniel Yekutieli, Yoav Benjamini - BIOINFORMATICS 19: 368–375 , 2003
"... Motivation: DNA microarrays have recently been used for the purpose of monitoring expression levels of thousands of genes simultaneously and identifying those genes that are differentially expressed. The probability that a false identification (type I error) is committed can increase sharply when th ..."
Abstract - Cited by 233 (2 self) - Add to MetaCart
Motivation: DNA microarrays have recently been used for the purpose of monitoring expression levels of thousands of genes simultaneously and identifying those genes that are differentially expressed. The probability that a false identification (type I error) is committed can increase sharply when

Pragmatics of measuring recognition memory: Applications to dementia and amnesia.

by Joan Gay Snodgrass , June Corwin - Journal of Experimental Psychology: General, , 1988
"... SUMMARY This article has two purposes. The first is to describe four theoretical models of yesno recognition memory and present their associated measures of discrimination and response bias. These models are then applied to a set of data from normal subjects to determine which pairs of discriminati ..."
Abstract - Cited by 326 (0 self) - Add to MetaCart
;yes") or new (by responding "no"). Performance on a yesno recognition test is summarized by two measures: the hit rate, the probability that the subject classifies an old item as old, and the false alarm rate, the probability that the subject classifies a new item as old. A given model

Filterbank-based fingerprint matching

by Anil K. Jain, Salil Prabhakar, Lin Hong, Sharath Pankanti - IEEE TRANSACTIONS ON IMAGE PROCESSING , 2000
"... With identity fraud in our society reaching unprecedented proportions and with an increasing emphasis on the emerging automatic personal identification applications, biometrics-based verification, especially fingerprint-based identification, is receiving a lot of attention. There are two major shor ..."
Abstract - Cited by 219 (26 self) - Add to MetaCart
system does not demand a very low false acceptance rate. Finally, we show that the matching performance can be improved by combining the decisions of the matchers based on complementary (minutiae-based and filter-based) fingerprint information.

Probability of False Acceptance

by Probability Of Correct, Yossi Zana, Roberto M. Cesar-jr , 2004
"... We present a novel face recognition method based on global polar frequency features. The algorithm uses Fourier-Bessel transformation for polar frequency components extraction, conversion to a dissimilarity space, and a Linear Discriminant classifier. Although the algorithm performance was below tha ..."
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that of state-of the-art methods w.r.t. recognition rate tests, it was equivalent on verification tests. These results indicate that recognition rates can be improved by considering more sophisticated decision rules based on confidence levels.

Improving false discovery rate estimation

by Stan Pounds, Cheng Cheng - Bioinformatics
"... Motivation: Recent attempts to account for multiple testing in the analysis of microarray data have focused on controlling the false discovery rate (FDR).However, rigorous control of the FDR at a preselected level is often impractical. Consequently, it has been suggested to use the q-value as an est ..."
Abstract - Cited by 52 (6 self) - Add to MetaCart
Motivation: Recent attempts to account for multiple testing in the analysis of microarray data have focused on controlling the false discovery rate (FDR).However, rigorous control of the FDR at a preselected level is often impractical. Consequently, it has been suggested to use the q

A Robust Reputation System for P2P and Mobile Ad-hoc Networks

by Sonja Buchegger, Jean-Yves Le Boudec , 2004
"... Reputation systems can be tricked by the spread of false reputation ratings, be it false accusations or false praise. Simple solutions such as exclusively relying on one's own direct observations have drawbacks, as they do not make use of all the information available. We propose a fully distri ..."
Abstract - Cited by 170 (0 self) - Add to MetaCart
Reputation systems can be tricked by the spread of false reputation ratings, be it false accusations or false praise. Simple solutions such as exclusively relying on one's own direct observations have drawbacks, as they do not make use of all the information available. We propose a fully

Multibiometric systems: Fusion strategies and template security

by Karthik Nandakumar , 2008
"... Multibiometric systems, which consolidate information from multiple biometric sources, are gaining popularity because they are able to overcome limitations such as non-universality, noisy sensor data, large intra-user variations and susceptibility to spoof attacks that are commonly encountered in un ..."
Abstract - Cited by 23 (0 self) - Add to MetaCart
. The likelihood ratio (LR) test used in the Neyman-Pearson theorem directly maximizes the genuine accept rate (GAR) at any desired false accept rate (FAR). The densities of genuine and impostor match scores needed for the LR test are estimated using finite Gaussian mixture models. We also extend the likelihood
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