LSIRelated Publications (Articles, Reports, and Books)
(updated 11/21/08)

Computational Methods for Intelligent Information Access
 M.W. Berry, S.T. Dumais, and T.A. Letsche.
Proceedings of Supercomputing'95, San Diego, CA, December 1995.
 utcs95284
 LowRank Orthogonal Decompositions for Information Retrieval Applications.
Michael W. Berry and Ricardo D. Fierro, April 1995.
Numerical Linear Algebra with Applications
3:4 (1996), pp. 301328.
 utcs95271
 A Case Study of Latent Semantic Indexing.
M.W. Berry, S.T. Dumais, and A.T. Shippy, January 1995.
 utcs94270
 Using Linear Algebra for Intelligent Information Retrieval.
Michael W. Berry and Susan T. Dumais, and Gavin W. O'Brien, December 1994. Published in SIAM Review 37:4 (1995), pp. 573595.
 utcs94264
 XLSI  A Graphical User Interface for a Conceptual Retrieval System.
Susan C. Allen, December 1994.
 utcs94259
 CrossLanguage Information Retrieval Using Latent Semantic Indexing.
Paul G. Young, October 1994.
 utcs94259
 Information Management Tools for Updating an SVDEncoded Indexing Scheme.
Gavin W. O'Brien, October 1994.
 utcs93194
 SVDPACKC (Version 1.0) User's Guide.
Michael Berry, Theresa Do, Gavin O'Brien, Vijay Krishna, and Sowmini Varadhan, April 1993.
 umcpcsd:cstr3713
 Large Latent Semantic Indexing via a SemiDiscrete Matrix
Decomposition.
T.G. Kolda and D.P. O'Leary.
Technical Report No. UMCPCSD CSTR3713, Department of
Computer Science, Univ. of Maryland,
November 1996.
 umcpcsd:cstr3724
 A SemiDiscrete Matrix Decomposition for Latent Semantic
Indexing in Information Retrieva
T.G. Kolda and D.P. O'Leary.
Technical Report No. UMCPCSD CSTR3724, Department of
Computer Science, Univ. of Maryland, December 1996.

LargeScale Information Retrieval with Latent Semantic Indexing
 T.A. Letsche and M.W. Berry.
Information Sciences  Applications
100 (1997), pp. 105137.

MS Thesis,
 Toward LargeScale Information Retrieval Using Latent
Semantic Indexing. Todd A. Letsche,
Department of Computer Science, University of Tennessee, August 1996.

Ph.D. Dissertation
 Adaptive Vector Space Text Filtering for Monolingual
and CrossLanguage Applications,
D. Oard, Department of Electrical Engineering,
Univ. of Maryland, August 1996.

MS Thesis,
 Using Latent Semantic Indexing for Data Mining.
Jingqian Jiang, Department of Computer Science, University of Tennessee,
December 1997.

CSE97011
 On Updating Problems in Latent Semantic Indexing,
H. Simon and Hongyuan Zha.
Technical Report No. CSE97011, Department of
Computer Science and Engineering, Pennsylvania State University,
1997.

CSE98002
 A SubspaceBased Model for Information Retrieval with
Applications in Latent Semantic Indexing, Hongyuan Zha.
Technical Report No. CSE98002, Department of Computer
Science and Engineering, Pennsylvania State University, 1998.

CSE98012
 On Matrices with Lowrankplusshift Structures: Partial
SVD and Latent Semantic Indexing Hongyuan Zha and
Zhenyue Zhang,
Technical Report No. CSE98012, Department of Computer
Science and Engineering, Pennsylvania State University, 1998.


MS Thesis,
 Downdating the Latent Semantic Indexing Model for Information
Retrieval
Dian I. Witter, Department of Computer Science, University of Tennessee,
December 1997.

Senior Thesis,
 Evaluation of a PCbased LSI Search Engine.
Safeer Ladha, Department of Computer Science, University of Tennessee,
April 1998.

PhD. Dissertation,
 Information Retrieval and Filtering Using the Riemannian
SVD
Eric P. Jiang, Department of Computer Science, University of Tennessee,
August 1998.

Conference Paper
 Information Filtering Using the Riemannian SVD (RSVD).
Eric P. Jiang and Michael W. Berry, August 1998. Proceedings
of the Fifth International Symposium on: Solving Irregularly
Structured Problems in Parallel, Lecture Notes in Computer
Science 1457 (1998), pp. 386395.

Submitted Paper
 Concept Decompositions for Large Sparse Text Data Using
Clustering.
Inderjit S. Dhillon and Dharmendra S. Modha, IBM
Almaden Research Center, San Jose, CA, May 1999.

Matrices, Vector Spaces, and Information Retrieval
 M.W. Berry, Z. Drmac, and E.R. Jessup.
SIAM Review 41:2, (1999), pp. 335362.
 Results Ranking in Web Search Engines
 M.P. Courtois and M.W. Berry. Online 23:3, (1999), pp. 3946.
 Mining Consumer Product Data Via Latent Semantic Indexing
 J. Jiang, M. W. Berry, J. M. Donato, G. Ostrouchov.
Intelligent Data Analysis 3:5, (November 1999), pp. 377398.

A Similaritybased Probability Model for Latent Semantic Indexing
 Chris H.Q. Ding. Proc. of 22nd ACM SIGIR'99 Conference, (August 1999),
pp. 5965.
 Click
here for an updated version of this paper.

Approximate Dimension Equalization in Vectorbased Information
Retrieval
 Fan Jiang and Michael L. Littman, Department of Computer
Science, Duke University, (1999), Preprint.

Understanding Search Engines: Mathematical Modeling and
Text Retrieval
 M.W. Berry and M. Browne, SIAM Book Series: Software, Environments, and
Tools, (June 1999), ISBN: 0898714370.
Book Cover

Computational Information Retrieval
 M. Berry (Ed.), Proceedings of CIR'00 (Raleigh, NC), SIAM
Proceedings in Applied Mathematics, SIAM, Philadelphia,
2001, 185 p., ISBN: 0898715008.
 Solving Total Least Squares Problems in Information Retrieval
 E.P. Jiang and M.W. Berry,
Linear Algebra and Its Application 316, (2000),
pp. 136157.

Level Search Schemes for Information Filtering and Retrieval

X. Zhang, M.W. Berry, and P. Raghavan,
Information Processing & Management 37:2 (2001), pp. 313334.

Efficient Computation of the Riemannian SVD in TLS Problems
in Information Retrieval
 R.D. Fierro and M.W. Berry, in Total Least Squares and
ErrorsInVariables Modeling: Analysis, Algorithms, and Applications,
S. van Huffel and P. Lemmerling (Eds.), Kluwer Academic Publishers, Boston,
(2002), pp. 349360.

GTP (General Text Parser) Software for Text Mining
 J.T. Giles, L. Wo, and M.W. Berry, in Statistical Data
Mining and Knowledge Discovery, H. Bozdogan (Ed.), CRC Press,
Boca Raton, (2003), pp. 455471.

Retrieving Images as Text
 MS Thesis, Jan
van Gemert Intelligent Sensory Information Systems,
Informatics Institute, Faculty of Science,
University of Amsterdam,
Kruislaan 403, 1098 SJ Amsterdam, The Netherlands, April 2003.

The Fight Against Spam, Part 2
 Article by François Joseph de Keradec, May 18, 2004.

Neural memories and search engines
 E. Mizraji, International Journal of General Systems,
March 31, 2008 (online). (2008 Best Paper Award for IJGS)

Latent semantic analysis
 T.K. Landauer and S. Dumais, Scholarpedia,
July 2008 (online).

Latent semantic analysis
 Wikipedia entry, November 2008 (online).