Binary data

Known as: Binary variable, Binary random variable, Dichotomized response variable 
Binary data is data whose unit can take on only two possible states, traditionally termed 0 and +1 in accordance with the binary numeral system and… (More)
Wikipedia

Related topics

Related topics

50 relations
32-bitBase36Base58Base64
(More)

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2008
Highly Cited
2008
Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data
We consider the problem of estimating the parameters of a Gaussian or binary distribution in such a way that the resulting… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2008
Highly Cited
2008
MapReduce for Data Intensive Scientific Analyses
Most scientific data analyses comprise analyzing voluminous data collected from various instruments. Efficient parallel… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2008
Highly Cited
2008
Target Tracking by Particle Filtering in Binary Sensor Networks
We present particle filtering algorithms for tracking a single target using data from binary sensors. The sensors transmit… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2006
Highly Cited
2006
Enhancing data analysis with noise removal
Removing objects that are noisy is an important goal of data cleaning as noise hinders most types of data analysis. Most existing… (More)
  • table I
  • table II
  • table III
  • table V
  • figure 3
Is this relevant?
Highly Cited
2006
Highly Cited
2006
A systematic comparison and evaluation of biclustering methods for gene expression data
MOTIVATION In recent years, there have been various efforts to overcome the limitations of standard clustering approaches for the… (More)
  • figure 1
  • figure 2
  • table 1
  • figure 3
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Clustering binary data streams with K-means
Clustering data streams is an interesting Data Mining problem. This article presents three variants of the K-means algorithm to… (More)
  • figure 1
  • table 1
  • figure 2
  • table 2
  • table 3
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data
We investigate the problem of generating fast approximate a nswers to queries posed to large sparse binary data sets. We focus in… (More)
  • table I
  • table II
  • table III
  • table IV
  • figure 1
Is this relevant?
Highly Cited
2003
Highly Cited
2003
A Generalized Linear Model for Principal Component Analysis of Binary Data
We investigate a generalized linear model for dimensionality reduction of binary data. The model is related to principal… (More)
Is this relevant?
Highly Cited
1996
Highly Cited
1996
Statistical Analysis of Epidemiologic Data
The best ebooks about Statistical Analysis Of Epidemiologic Data that you can get for free here by download this Statistical… (More)
Is this relevant?
Highly Cited
1976
Highly Cited
1976
Timing Recovery in Digital Synchronous Data Receivers
research interests are in data communications and computer networks. Determination of path lengths in a distributed net-Dr… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?