Concepedia

Amy N. Langville

AN

23

Publications

4.2K

Citations

17

H-Index

2002

Active since

Affiliations

North Carolina State University(Current)

College of Charleston

Davidson College

Amy N. Langville is an author at North Carolina State University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceInformation RetrievalData MiningKnowledge DiscoveryText MiningBusinessCombinatorial OptimizationStatistics

Publications per year

2002–2021

23

Publications

23

Algorithms and applications for approximate nonnegative matrix factorization

Michael W. Berry, Murray Browne, Amy N. Langville et al. · Computational Statistics & Data Analysis · 2006 · 1.5K citations

Engineering, Matrix Factorization, Data Science +2

Deeper Inside PageRank

Amy N. Langville, Carl D. Meyer · Internet Mathematics · 2004 · 901 citations · Full text

Ranking Algorithm, Engineering, Learning To Rank +17

A Survey of Eigenvector Methods for Web Information Retrieval

Amy N. Langville, Carl D. Meyer · SIAM Review · 2005 · 432 citations

Eigenvector Computations, Search Technology, Engineering +15

The Kronecker product and stochastic automata networks

Amy N. Langville, William J. Stewart · Journal of Computational and Applied Mathematics · 2004 · 236 citations

Engineering, Kronecker Product, Stochastic System +4

Algorithms, Initializations, and Convergence for the Nonnegative Matrix Factorization

Amy N. Langville, Carl D. Meyer, Russell Albright et al. · arXiv (Cornell University) · 2014 · 160 citations · Full text

Numerical Analysis, Low-rank Approximation, Engineering +13

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