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Randomization methods for assessing data analysis results on real‐valued matrices

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Negative Examples for Sequential Importance Sampling of Binary Contingency Tables
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Rectangular Arrays with Fixed Margins
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Permutation Tests
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Finding Outlying Items in Sets of Partial Rankings
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Enumeration and Simulation Methods for 0–1 Matrices with Given Marginals
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Toward ecologically explicit null models of nestedness
inferredcites →https://doi.org/10.1016/s0012-365x(97)00197-0openalex-snapshot
On the precise number of (0,1)-matrices in A (R,S)
inferredcites →https://doi.org/10.1016/s0031-3203(01)00118-2openalex-snapshot
On measuring the distance between histograms
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Gene expression data analysis
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A gene expression database for the molecular pharmacology of cancer
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Parallel tempering: Theory, applications, and new perspectives
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Equation of State Calculations by Fast Computing Machines
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An Application of Markov Chain Monte Carlo to Community Ecology
inferredcites →https://doi.org/10.1086/518963openalex-snapshot
Null Models of Geographic Range Size Evolution Reaffirm Its Heritability
inferredcites →https://doi.org/10.1093/bioinformatics/bth163openalex-snapshot
Efficient sampling algorithm for estimating subgraph concentrations and detecting network motifs
inferredcites →https://doi.org/10.1093/biomet/57.1.97openalex-snapshot
Monte Carlo sampling methods using Markov chains and their applications
inferredcites →https://doi.org/10.1093/biomet/76.4.633openalex-snapshot
Generalized Monte Carlo Significance Tests
inferredcites →https://doi.org/10.1093/biomet/78.2.301openalex-snapshot
Sequential Monte Carlo p -values
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A null model of temporal trends in biological invasion records
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Disentangling community patterns of nestedness and species co‐occurrence
inferredcites →https://doi.org/10.1111/j.2517-6161.1995.tb02031.xopenalex-snapshot
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
inferredcites →https://doi.org/10.1126/science.298.5594.824openalex-snapshot
Network Motifs: Simple Building Blocks of Complex Networks
inferredcites →https://doi.org/10.1137/1.9781611972788.45openalex-snapshot
Randomization of real-valued matrices for assessing the significance of data mining results
inferredcites →https://doi.org/10.1145/1014052.1014090openalex-snapshot
Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs
inferredcites →https://doi.org/10.1145/1109557.1109604openalex-snapshot
Sampling binary contingency tables with a greedy start
inferredcites →https://doi.org/10.1145/1297332.1297338openalex-snapshot
Assessing data mining results via swap randomization
inferredcites →https://doi.org/10.1145/253262.253327openalex-snapshot
Beyond market baskets
inferredcites →https://doi.org/10.1145/312129.312216openalex-snapshot
Pruning and summarizing the discovered associations
inferredcites →https://doi.org/10.1145/312129.312241openalex-snapshot
Using association rules for product assortment decisions
inferredcites →https://doi.org/10.1145/502512.502526openalex-snapshot
Empirical bayes screening for multi-item associations
inferredcites →https://doi.org/10.1145/502512.502560openalex-snapshot
Identifying non-actionable association rules
inferredcites →https://doi.org/10.1145/780542.780643openalex-snapshot
Approximate counting by dynamic programming
inferredcites →https://doi.org/10.1198/016214504000001303openalex-snapshot
Sequential Monte Carlo Methods for Statistical Analysis of Tables
inferredcites →https://doi.org/10.1214/aoms/1177729694openalex-snapshot
On Information and Sufficiency
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Testing Ecological Patterns
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NULL MODEL ANALYSIS OF SPECIES NESTEDNESS PATTERNS
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Combinatorial Properties of Matrices of Zeros and Ones
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What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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From black and white to full color: extending redescription mining outside the Boolean world
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Multiple Hypothesis Testing in Pattern Discovery
inferred← citeshttps://doi.org/10.1007/978-3-642-33486-3_42openalex-snapshot
A Framework for Evaluating the Smoothness of Data-Mining Results
inferred← citeshttps://doi.org/10.1007/978-3-642-40988-2_22openalex-snapshot
Explaining Interval Sequences by Randomization
inferred← citeshttps://doi.org/10.1007/978-3-642-40991-2_17openalex-snapshot
Maximum Entropy Models for Iteratively Identifying Subjectively Interesting Structure in Real-Valued Data
inferred← citeshttps://doi.org/10.1007/s10618-012-0298-2openalex-snapshot
A statistical significance testing approach to mining the most informative set of patterns
inferred← citeshttps://doi.org/10.1007/s10994-013-5334-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1016/b978-0-12-802806-3.00013-0openalex-snapshot
On the applicability of latent variable modeling to research system data
inferred← citeshttps://doi.org/10.1098/rsif.2014.0535openalex-snapshot
Progressive promoter element combinations classify conserved orthogonal plant circadian gene expression modules
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Assessing Data Mining Results on Matrices with Randomization
inferred← citeshttps://doi.org/10.1109/icdm.2010.61openalex-snapshot
Testing the Significance of Patterns in Data with Cluster Structure
inferred← citeshttps://doi.org/10.1109/icdm.2012.70openalex-snapshot
Assessing the Significance of Data Mining Results on Graphs with Feature Vectors
inferred← citeshttps://doi.org/10.1109/taffc.2021.3059043openalex-snapshot
Brain-Computer Interface for Generating Personally Attractive Images
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Evaluating Query Result Significance in Databases via Randomizations
inferred← citeshttps://doi.org/10.1137/1.9781611972818.47openalex-snapshot
From Black and White to Full Colour: Extending Redescription Mining Outside the Boolean World
inferred← citeshttps://doi.org/10.11606/t.55.2020.tde-03122020-111926openalex-snapshot
Machine Learning Tools for Bioinformatics Problems
inferred← citeshttps://doi.org/10.1371/journal.pone.0014832openalex-snapshot
The Wiring Economy Principle: Connectivity Determines Anatomy in the Human Brain
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Data mining of temporal sequences for the prediction of infrequent failure events : application on floating train data for predictive maintenance
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