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Probabilistic Latent Semantic Analysis

by Thomas Hofmann - In Proc. of Uncertainty in Artificial Intelligence, UAI’99 , 1999
"... Probabilistic Latent Semantic Analysis is a novel statistical technique for the analysis of two--mode and co-occurrence data, which has applications in information retrieval and filtering, natural language processing, machine learning from text, and in related areas. Compared to standard Latent Sema ..."
Abstract - Cited by 771 (9 self) - Add to MetaCart
Probabilistic Latent Semantic Analysis is a novel statistical technique for the analysis of two--mode and co-occurrence data, which has applications in information retrieval and filtering, natural language processing, machine learning from text, and in related areas. Compared to standard Latent

Loopy belief propagation for approximate inference: An empirical study. In:

by Kevin P Murphy , Yair Weiss , Michael I Jordan - Proceedings of Uncertainty in AI, , 1999
"... Abstract Recently, researchers have demonstrated that "loopy belief propagation" -the use of Pearl's polytree algorithm in a Bayesian network with loops -can perform well in the context of error-correcting codes. The most dramatic instance of this is the near Shannon-limit performanc ..."
Abstract - Cited by 676 (15 self) - Add to MetaCart
likelihood weighting 3.1 The PYRAMID network All nodes were binary and the conditional probabilities were represented by tables-entries in the conditional probability tables (CPTs) were chosen uniformly in the range (0, 1]. 3.2 The toyQMR network All nodes were binary and the conditional probabilities

Goodput Analysis and Link Adaptation for IEEE 802.11a Wireless LANs

by Daji Qiao, Student Member, Sunghyun Choi, Kang G. Shin - IEEE Trans. on Mobile Computing , 2002
"... Abstract—Link adaptation to dynamically select the data transmission rate at a given time has been recognized as an effective way to improve the goodput performance of the IEEE 802.11 wireless local-area networks (WLANs). Recently, with the introduction of the new high-speed 802.11a physical layer ( ..."
Abstract - Cited by 145 (11 self) - Add to MetaCart
)based link adaptation scheme for the 802.11a systems. It is a simple table-driven approach, and the basic idea is to pre-establish a best PHY mode table by applying the dynamic programming technique. The best PHY mode table is indexed by the system status triplet that consists of the data payload length

Tables

by D. Pendlebury, T. G. Shepherd, M. Pritchard, C. Mcl
"... Normal mode Rossby waves in the late summer stratosphere Normal mode Rossby waves and their effects on chemical composition in the late summer stratosphere D. Pendlebury et al. ..."
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Normal mode Rossby waves in the late summer stratosphere Normal mode Rossby waves and their effects on chemical composition in the late summer stratosphere D. Pendlebury et al.

TABLES

by G. Bobick, Dennis A. Giardino, Robert E. Barrett
"... Page 9. The distribution of average operating times, average noise levels and resultant NEI's for the different operating modes of the cutting machine.:................................................ 14 10. The distribution of average operating times, average noise levels and resultant NEI&apo ..."
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Page 9. The distribution of average operating times, average noise levels and resultant NEI's for the different operating modes of the cutting machine.:................................................ 14 10. The distribution of average operating times, average noise levels and resultant NEI

TABLE

by J. Ballam, A. D. Brody, G. B. Chadwick, D. Fries, Z E G. T. Guiragossi, W. B. Johnson, R. R. La Sen, D. W. G. Leith , 1967
"... We wish to report results from two experiments performed at 16 GeV/cin the Brookhaven Kational Laborator / 80-inch hydrogen bubble chamber. In the L first experiment a beam of n- mesons was prepared using the rf separated beam in an unseparated mode; the momentum resolution of this beam itas-10.3 % ..."
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.3 % In the second experiment the rf beam was used in the separated mode to form a 7r+ beam with momentum resolution of f 1%. A portion of the film was scanned for all kinds of events in order to compare topological cross sections between?r’p and r-pq As can be seen from Table I, their cross sections are strikingly

Tables

by Wayne M. Kinzel , 2007
"... We have performed momentum management analysis of various JWST schedules created using the JWST Mission Simulator and an enhanced Science and Operations Design Reference Mission. This study used the latest available torque tables and investigated three modes of Visit orientation assignment used to m ..."
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We have performed momentum management analysis of various JWST schedules created using the JWST Mission Simulator and an enhanced Science and Operations Design Reference Mission. This study used the latest available torque tables and investigated three modes of Visit orientation assignment used

Table of

by Ab Le Of
"... This document was prepared initially by the Audio Specialist Group as part of its efforts to document the United States Advanced Television broadcast standard. It was approved by the Technology Group on Distribution on September 26, 1994, and by the full ATSC Membership as an ATSC Standard on Novemb ..."
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Mode," were approved by the Technology Group on Distribution on October 24, 1995 and by the full ATSC Membership on December 20, 1995. ATSC Standard A/53, "Digital Television Standard for HDTV Transmission", references this document and describes how the audio coding algorithm described

Mode

by unknown authors
"... OMITTED FROM SUMMARY TABLE The latest GWU analysis (ARNDT 06) finds no evidence for this resonance. ..."
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OMITTED FROM SUMMARY TABLE The latest GWU analysis (ARNDT 06) finds no evidence for this resonance.

Mode

by unknown authors
"... OMITTED FROM SUMMARY TABLE The latest GWU analysis (ARNDT 06) finds no evidence for this resonance. ..."
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OMITTED FROM SUMMARY TABLE The latest GWU analysis (ARNDT 06) finds no evidence for this resonance.
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