
MapReduce
 Referenced in 253 articles
[sw00546]
 Data analysis meets the issue of how to do calculation over extremely large datasets ... chance to utilize commodity hardware for massively parallel data analysis applications. The translation and optimization...

DOULION
 Referenced in 12 articles
[sw30192]
 DOULION: counting triangles in massive graphs with a coin. Counting the number of triangles ... significant role in complex network analysis. Metrics frequently computed such as the clustering coefficient ... realworld networks and on synthetic datasets as well, where we show that our method...

SEEStat
 Referenced in 1 article
[sw07677]
 operational and performance analyses of massive datasets; in particular, datasets representing operational histories of large ... through the SEELab server. In addition to analysis, the SEEStat system can automatically create sophisticated...

GraphCT
 Referenced in 1 article
[sw06629]
 Massive Graph Analysis The digital world has given rise to massive quantities of data that ... relationships is not uncommon. Analyzing these large datasets, even to answer simple analytic queries, often ... present GraphCT, a scalable framework for graph analysis using parallel and multithreaded algorithms on shared...

MetaSpark
 Referenced in 1 article
[sw23875]
 bioinformatics tools are challenged by massive raw metagenomic datasets. One of the bottlenecks of metagenomic ... largescale and cloud computing suitable data analysis tools. In this paper, we proposed...

Superheat
 Referenced in 3 articles
[sw19761]
 beyond. Extracting useful information from such massive datasets is an ongoing challenge as traditional data ... particularly well suited to visualizing large datasets is the heatmap. Although heatmaps are extremely popular ... expression datasets, they remain a severely underutilized visualization tool in modern data analysis. In this...

csaw
 Referenced in 3 articles
[sw17944]
 binding analysis of ChIPseq data using sliding windows. Chromatin immunoprecipitation with massively parallel sequencing ... both transcription factor and histone mark datasets, and, more generally, to any type of sequencing...

ADvaNCE
 Referenced in 1 article
[sw29969]
 densitybased clustering based on hashing. Analysing massive amounts of data and extracting value from ... data grow rapidly, current approaches for data analysis are no longer efficient. This is particularly ... more data points are in the dataset, the bigger the share of time needed...

KiWi
 Referenced in 2 articles
[sw35295]
 clustering has gained increasing popularity in the analysis of gene expression data. Among subspace cluster ... scale well to increasingly large expression datasets. In particular, twig clusters having few genes ... subspace clustering algorithm that is scalable to massive datasets, capable of discovering twig clusters...

DMAP
 Referenced in 2 articles
[sw23511]
 massive scale. Progressive increase in sequencing capacity present challenges in terms of processing analysis ... RESULTS: We have developed a differential methylation analysis package (DMAP) to generate coveragefiltered reference ... folder) from http://biochem.otago.ac.nz/research/databasessoftware/. Two test datasets are also available for download from...

TuckerMPI
 Referenced in 2 articles
[sw27856]
 Tensor Decomposition. Our goal is compression of massivescale gridstructured data, such ... serial implementations of the key kernels, and analysis of the storage, communication, and computational costs ... would take to even read the same dataset from a parallel filesystem. Moreover, we show...

GoGP
 Referenced in 1 article
[sw23912]
 process model that could scale with massive datasets. Our approach is formulated based on alternative ... scale seamlessly not only with largescale datasets, but also to adapt accurately with streaming ... baselines using several largescale datasets for online regression task. The experimental results show that ... convergence behavior is guaranteed through our theoretical analysis, which is rapid and stable while achieving...

CGAL
 Referenced in 362 articles
[sw00118]
 The goal of the CGAL Open Source Project...

Mathematica
 Referenced in 6041 articles
[sw00554]
 Almost any workflow involves computing results, and that...

Matlab
 Referenced in 12477 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

R
 Referenced in 8728 articles
[sw00771]
 R is a language and environment for statistical...

ScaLAPACK
 Referenced in 407 articles
[sw00830]
 ScaLAPACK is an acronym for scalable linear algebra...

eigs
 Referenced in 318 articles
[sw03702]
 eigs: Largest eigenvalues and eigenvectors of matrix The...

UCIml
 Referenced in 3111 articles
[sw04074]
 UC Irvine Machine Learning Repository. We currently maintain...

SVMlight
 Referenced in 261 articles
[sw04076]
 Description (homepage): SVMlight is an implementation of Vapnik...