KMMDA statistics

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Citations per year

Number of citations per year for the bioinformatics software tool KMMDA

Tool usage distribution map

This map represents all the scientific publications referring to KMMDA per scientific context
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KMMDA specifications


Unique identifier OMICS_09692
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux, Mac OS, Windows
Programming languages R
License GNU General Public License version 2.0
Computer skills Advanced
Version 1.0
Stability Stable
Maintained Yes


No version available


  • person_outline Debashis Ghosh

Publication for KMMDA

KMMDA citations


From chromatogram to analyte to metabolite. How to pick horses for courses from the massive web resources for mass spectral plant metabolomics

PMCID: 5499862
PMID: 28520864
DOI: 10.1093/gigascience/gix037

[…] riance to improve statistics of differential expression and abundance of omics datasets, and Kernel Machine Approach for Differential Expression Analysis of Mass Spectrometry–Based Metabolomics Data (KMMDA) [] and Metabomxtr [], which deal with the troublesome issue of missing metabolite values, the former through a kernel-based score test and the latter through mixed-model analysis. Similarly, Pe […]


A Survey on the Taxonomy of Cluster Based Routing Protocols for Homogeneous Wireless Sensor Networks

PMCID: 3435979
PMID: 22969350
DOI: 10.3390/s120607350

[…] he network into optimum equal size clusters.Due to the fact that the sensor nodes spend a great proportion of their overall energy in communications, the K-Means Like Minimum Mean Distance Algorithm (KMMDA) proposed in [] improves the network lifetime by using the K-means algorithm [] to calculate the minimum mean distance of the nodes as a parameter in CH selection phase. Like other centralized a […]

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KMMDA institution(s)
Department of Statistics, Pennsylvania State University, University Park, PA, USA; Department of Molecular Toxicology, Pennsylvania State University, University Park, PA, USA; Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA

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