Amy N. Langville

Works (8)

Updated: July 5th, 2023 15:58

2012 article

Who's #1?

Langville, A. N., & Meyer, C. D. (2012, June 19). Scientific American.

By: A. Langville* & C. Meyer*

topics (OpenAlex):
Source: Web Of Science
Added: August 6, 2018

2006 article

A Reordering for the PageRank Problem

Langville, A. N., & Meyer, C. D. (2006, January 1). SIAM Journal on Scientific Computing.

By: A. Langville n & C. Meyer n

author keywords: Markov chains; PageRank; reorderings; power method; convergence; stationary vector; dangling nodes
topics (OpenAlex): Algorithms and Data Compression; Web Data Mining and Analysis; Advanced Image and Video Retrieval Techniques
TL;DR: Results of an experimental comparison are presented, which demonstrate that the reordered PageRank algorithm can provide a speedup of as much as a factor of 6. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2005 article

A Survey of Eigenvector Methods for Web Information Retrieval

Langville, A. N., & Meyer, C. D. (2005, January 1). SIAM Review.

By: A. Langville n & C. Meyer n

author keywords: eigenvector; Markov chain; information retrieval; HITS; PageRank; SALSA
topics (OpenAlex): Web Data Mining and Analysis; Data Management and Algorithms; Information Retrieval and Search Behavior
TL;DR: This survey paper focuses on Web information retrieval methods that use eigenvector computations, presenting the three popular methods of HITS, PageRank, and SALSA. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 article

A Kronecker product approximate preconditioner for SANs

Langville, A. N., & Stewart, W. J. (2004, May 20). Numerical Linear Algebra with Applications.

By: A. Langville n & W. Stewart n

author keywords: stochastic automata networks; nearest Kronecker products; inultilinear alaebra; preconditioning
topics (OpenAlex): Matrix Theory and Algorithms; Tensor decomposition and applications; Advanced NMR Techniques and Applications
TL;DR: The nearest Kr onecker product technique is extended to approximate the Q matrix for an SAN with a Kronecker product, A1 ⊗ A2 ⊷…⊗ AN, and taken as the authors' SAN NKP preconditioner. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 article

Preface

Langville, A. N., & Stewart, W. J. (2004, April 22). Linear Algebra and Its Applications.

By: A. Langville n & W. Stewart n

topics (OpenAlex):
Source: Web Of Science
Added: August 6, 2018

2004 article

Testing the Nearest Kronecker Product Preconditioner on Markov Chains and Stochastic Automata Networks

Langville, A. N., & Stewart, W. J. (2004, August 1). INFORMS Journal on Computing.

By: A. Langville n & W. Stewart n

author keywords: probability; Markov processes; queues; Markovian; algorithms
topics (OpenAlex): Metal-Organic Frameworks: Synthesis and Applications; Matrix Theory and Algorithms; Advanced Battery Materials and Technologies
TL;DR: It is concluded that the NKP preconditioner is not appropriate for general MCs, but is very effective for a MC stored as a SAN. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 article

The Kronecker product and stochastic automata networks

Langville, A. N., & Stewart, W. J. (2004, February 10). Journal of Computational and Applied Mathematics.

By: A. Langville n & W. Stewart*

author keywords: stochastic automata networks; Kronecker products; Kronecker product properties; preconditioning
topics (OpenAlex): Petri Nets in System Modeling; Formal Methods in Verification; semigroups and automata theory
TL;DR: The most useful properties of the Kronecker product are collected and cataloged and several new properties are discovered in the search for a stochastic automata network preconditioner. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 journal article

The life and work of A.A. Markov

Linear Algebra and Its Applications, 386(Jul 15 2004), 26-.

By: G. Basharin, A. Langville & V. Naumov

Source: NC State University Libraries
Added: August 6, 2018

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