Ubaru, Shashanka; Saad, Yousef Sampling and multilevel coarsening algorithms for fast matrix approximations. (English) Zbl 07088860 Numer. Linear Algebra Appl. 26, No. 3, e2234, 22 p. (2019). Reviewer: Miroslav Tůma (Praha) MSC: 65F50 65F30 68W25 PDF BibTeX XML Cite \textit{S. Ubaru} and \textit{Y. Saad}, Numer. Linear Algebra Appl. 26, No. 3, e2234, 22 p. (2019; Zbl 07088860) Full Text: DOI
Aggarwal, Charu C. Machine learning for text. (English) Zbl 1395.68001 Cham: Springer (ISBN 978-3-319-73530-6/hbk; 978-3-319-73531-3/ebook). xxiii, 493 p. (2018). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-02 62H30 68P20 68T05 68T50 PDF BibTeX XML Cite \textit{C. C. Aggarwal}, Machine learning for text. Cham: Springer (2018; Zbl 1395.68001) Full Text: DOI
Devarajan, Karthik; Wang, Guoli; Ebrahimi, Nader A unified statistical approach to non-negative matrix factorization and probabilistic latent semantic indexing. (English) Zbl 1320.62013 Mach. Learn. 99, No. 1, 137-163 (2015). MSC: 62B10 62H30 68T05 PDF BibTeX XML Cite \textit{K. Devarajan} et al., Mach. Learn. 99, No. 1, 137--163 (2015; Zbl 1320.62013) Full Text: DOI
Zhang, Zhong-Yuan; Li, Tao; Ding, Chris; Tang, Jie An NMF-framework for unifying posterior probabilistic clustering and probabilistic latent semantic indexing. (English) Zbl 1319.68080 Commun. Stat., Theory Methods 43, No. 19, 4011-4024 (2014). MSC: 68P20 62H30 PDF BibTeX XML Cite \textit{Z.-Y. Zhang} et al., Commun. Stat., Theory Methods 43, No. 19, 4011--4024 (2014; Zbl 1319.68080) Full Text: DOI
Vecharynski, Eugene; Saad, Yousef Fast updating algorithms for latent semantic indexing. (English) Zbl 1306.65193 SIAM J. Matrix Anal. Appl. 35, No. 3, 1105-1131 (2014). Reviewer: Răzvan Răducanu (Iaşi) MSC: 65F20 PDF BibTeX XML Cite \textit{E. Vecharynski} and \textit{Y. Saad}, SIAM J. Matrix Anal. Appl. 35, No. 3, 1105--1131 (2014; Zbl 1306.65193) Full Text: DOI arXiv
Guan, Hu; Zhou, Jingyu; Xiao, Bin; Guo, Minyi; Yang, Tao Fast dimension reduction for document classification based on imprecise spectrum analysis. (English) Zbl 1293.68097 Inf. Sci. 222, 147-162 (2013). MSC: 68P15 68T05 PDF BibTeX XML Cite \textit{H. Guan} et al., Inf. Sci. 222, 147--162 (2013; Zbl 1293.68097) Full Text: DOI
Ismaili, Florie; Shishedjiev, Bogdan; Zenuni, Xhemal; Raufi, Bujar GHSOM-based web service discovery. (English) Zbl 1231.68247 Grigoriu, Mircea (ed.) et al., European computing conference. Proceedings of the 4th European computing conference (ECC’10), Bucarest, Romania, April 20–22, 2010. Athens: World Scientific and Engineering Academy and Society (WSEAS) (ISBN 978-960-474-183-0/CD-ROM; 978-960-474-178-6/hbk). Electrical and Computer Engineering Series. A Series of Reference Books and Textbooks., 207-211 (2010). MSC: 68T30 68T05 PDF BibTeX XML Cite \textit{F. Ismaili} et al., in: European computing conference. Proceedings of the 4th European computing conference (ECC'10), Bucarest, Romania, April 20--22, 2010. Athens: World Scientific and Engineering Academy and Society (WSEAS). 207--211 (2010; Zbl 1231.68247)
Kumar, Ch. Aswani; Srinivas, S. A note on weighted fuzzy K-means clustering for concept decomposition. (English) Zbl 1230.62084 Cybern. Syst. 41, No. 6, 455-467 (2010). MSC: 62H30 62H86 65C60 PDF BibTeX XML Cite \textit{Ch. A. Kumar} and \textit{S. Srinivas}, Cybern. Syst. 41, No. 6, 455--467 (2010; Zbl 1230.62084) Full Text: DOI
Lee, Tsung-Lin; Li, Tien-Yien; Zeng, Zhonggang A rank-revealing method with updating, downdating, and applications. II. (English) Zbl 1190.65058 SIAM J. Matrix Anal. Appl. 31, No. 2, 503-525 (2009). MSC: 65F20 15A03 15A18 68P20 94A08 PDF BibTeX XML Cite \textit{T.-L. Lee} et al., SIAM J. Matrix Anal. Appl. 31, No. 2, 503--525 (2009; Zbl 1190.65058) Full Text: DOI
Song, Wei; Park, Soon Cheol Genetic algorithm for text clustering based on latent semantic indexing. (English) Zbl 1186.68393 Comput. Math. Appl. 57, No. 11-12, 1901-1907 (2009). MSC: 68T05 68T10 68P20 PDF BibTeX XML Cite \textit{W. Song} and \textit{S. C. Park}, Comput. Math. Appl. 57, No. 11--12, 1901--1907 (2009; Zbl 1186.68393) Full Text: DOI
Ferhatosmanoglu, Nilgun; Allen, Theodore T.; Canahuate, Guadalupe Vector space search engines that maximise expected user utility. (English) Zbl 1186.68146 Int. J. Math. Oper. Res. 1, No. 3, 279-302 (2009). MSC: 68P10 68P20 PDF BibTeX XML Cite \textit{N. Ferhatosmanoglu} et al., Int. J. Math. Oper. Res. 1, No. 3, 279--302 (2009; Zbl 1186.68146) Full Text: DOI
Nedjah, N. (ed.); de Macedo Mourelle, L. (ed.); Kacprzyk, J. (ed.); França, F . M. G. (ed.); Ferreira de Souza, A. (ed.) Intelligent text categorization and clustering. (English) Zbl 1159.68544 Studies in Computational Intelligence 164. Berlin: Springer (ISBN 978-3-540-85643-6/hbk; 978-3-540-85644-3/ebook). xiii, 117 p. (2009). MSC: 68T10 68-01 PDF BibTeX XML Cite \textit{N. Nedjah} (ed.) et al., Intelligent text categorization and clustering. Berlin: Springer (2009; Zbl 1159.68544) Full Text: DOI
Tao, Jian-Wen; Zhao, Jie-yu FLPI: an optimal algorithm for document indexing based on LPI. (Chinese. English summary) Zbl 1180.68144 J. Comput. Appl. 28, No. 6, 1566-1569 (2008). MSC: 68P20 PDF BibTeX XML Cite \textit{J.-W. Tao} and \textit{J.-y. Zhao}, J. Comput. Appl. 28, No. 6, 1566--1569 (2008; Zbl 1180.68144) Full Text: DOI Link
Li, Yuan-Yuan; Ma, Yong-Qiang Text term weighting approach based on latent semantic indexing. (Chinese. English summary) Zbl 1180.68141 J. Comput. Appl. 28, No. 6, 1460-1462 (2008). MSC: 68P20 68T10 PDF BibTeX XML Cite \textit{Y.-Y. Li} and \textit{Y.-Q. Ma}, J. Comput. Appl. 28, No. 6, 1460--1462 (2008; Zbl 1180.68141) Full Text: DOI Link
Nonnenmacher, Achim; Lubich, Christian Dynamical low-rank approximation: Applications and numerical experiments. (English) Zbl 1162.65335 Math. Comput. Simul. 79, No. 4, 1346-1357 (2008). MSC: 65F30 94A08 68P20 35K57 65M70 PDF BibTeX XML Cite \textit{A. Nonnenmacher} and \textit{C. Lubich}, Math. Comput. Simul. 79, No. 4, 1346--1357 (2008; Zbl 1162.65335) Full Text: DOI
Tougas, Jane E.; Spiteri, Raymond J. Two uses for updating the partial singular value decomposition in latent semantic indexing. (English) Zbl 1148.68018 Appl. Numer. Math. 58, No. 4, 499-510 (2008). MSC: 68P20 15A18 PDF BibTeX XML Cite \textit{J. E. Tougas} and \textit{R. J. Spiteri}, Appl. Numer. Math. 58, No. 4, 499--510 (2008; Zbl 1148.68018) Full Text: DOI
Tougas, Jane E.; Spiteri, Raymond J. Updating the partial singular value decomposition in latent semantic indexing. (English) Zbl 1452.62131 Comput. Stat. Data Anal. 52, No. 1, 174-183 (2007). MSC: 62-08 PDF BibTeX XML Cite \textit{J. E. Tougas} and \textit{R. J. Spiteri}, Comput. Stat. Data Anal. 52, No. 1, 174--183 (2007; Zbl 1452.62131) Full Text: DOI
Zhu, Mu; Ghodsi, Ali Automatic dimensionality selection from the scree plot via the use of profile likelihood. (English) Zbl 1157.62429 Comput. Stat. Data Anal. 51, No. 2, 918-930 (2006). MSC: 62H25 62H99 PDF BibTeX XML Cite \textit{M. Zhu} and \textit{A. Ghodsi}, Comput. Stat. Data Anal. 51, No. 2, 918--930 (2006; Zbl 1157.62429) Full Text: DOI
Jiang, Eric Learning to semantically classify email messages. (English) Zbl 1115.93102 Huang, De-Shuang (ed.) et al., Intelligent control and automation. International conference on intelligent computing, ICIC 2006, Kunming, China, August 16–19, 2006. Berlin: Springer (ISBN 3-540-37255-5/pbk). Lecture Notes in Control and Information Sciences 344, 700-711 (2006). MSC: 93E35 68T05 62H30 62D05 PDF BibTeX XML Cite \textit{E. Jiang}, Lect. Notes Control Inf. Sci. 344, 700--711 (2006; Zbl 1115.93102)
Risson, John; Moors, Tim Survey of research towards robust peer-to-peer networks: search methods. (English) Zbl 1103.68349 Comput. Netw. 50, No. 17, 3485-3521 (2006). MSC: 68M10 68P10 PDF BibTeX XML Cite \textit{J. Risson} and \textit{T. Moors}, Comput. Netw. 50, No. 17, 3485--3521 (2006; Zbl 1103.68349) Full Text: DOI
Zhang, Sanfeng; Wu, Guoxin On building and updating distributed LSI for P2P systems. (Chinese. English summary) Zbl 1104.68334 J. Southeast Univ., Nat. Sci. 36, No. 1, 39-42 (2006). MSC: 68M10 PDF BibTeX XML Cite \textit{S. Zhang} and \textit{G. Wu}, J. Southeast Univ., Nat. Sci. 36, No. 1, 39--42 (2006; Zbl 1104.68334)
Fierro, Ricardo D.; Jiang, Eric P. Lanczos and the Riemannian SVD in information retrieval applications. (English) Zbl 1164.68344 Numer. Linear Algebra Appl. 12, No. 4, 355-372 (2005). MSC: 68P20 65F50 15A18 68W25 PDF BibTeX XML Cite \textit{R. D. Fierro} and \textit{E. P. Jiang}, Numer. Linear Algebra Appl. 12, No. 4, 355--372 (2005; Zbl 1164.68344) Full Text: DOI
Gonzáles, G.; Aguilar, J. Genetic programming and randomized algorithms for estimation of singulars values of large matrices. (English) Zbl 1088.65531 Simos, Theodore S. (ed.) et al., ICNAAM 2005. International conference on numerical analysis and applied mathematics 2005. Official conference of the European Society of Computational Methods in Sciences and Engineering (ESCMSE), Rhodes, Greek, September 16–20, 2005. Weinheim: Wiley-VCH (ISBN 3-527-40652-2/hbk). 209-213 (2005). MSC: 65F20 68W20 PDF BibTeX XML Cite \textit{G. Gonzáles} and \textit{J. Aguilar}, in: ICNAAM 2005. International conference on numerical analysis and applied mathematics 2005. Official conference of the European Society of Computational Methods in Sciences and Engineering (ESCMSE), Rhodes, Greek, September 16--20, 2005. Weinheim: Wiley-VCH. 209--213 (2005; Zbl 1088.65531)
Chu, M.; Del Buono, N.; Lopez, L.; Politi, T. On the low-rank approximation of data on the unit sphere. (English) Zbl 1083.62044 SIAM J. Matrix Anal. Appl. 27, No. 1, 46-60 (2005). MSC: 62H11 65K10 62H25 90C52 65F30 PDF BibTeX XML Cite \textit{M. Chu} et al., SIAM J. Matrix Anal. Appl. 27, No. 1, 46--60 (2005; Zbl 1083.62044) Full Text: DOI
Gao, Jing; Zhang, Jun Clustered SVD strategies in latent semantic indexing. (English) Zbl 1101.68538 Inf. Process. Manage. 41, No. 5, 1051-1063 (2005). MSC: 68P20 PDF BibTeX XML Cite \textit{J. Gao} and \textit{J. Zhang}, Inf. Process. Manage. 41, No. 5, 1051--1063 (2005; Zbl 1101.68538) Full Text: DOI
Blom, Katarina; Ruhe, Axel A Krylov subspace method for information retrieval. (English) Zbl 1101.68024 SIAM J. Matrix Anal. Appl. 26, No. 2, 566-582 (2005). MSC: 68P20 65F15 65F20 PDF BibTeX XML Cite \textit{K. Blom} and \textit{A. Ruhe}, SIAM J. Matrix Anal. Appl. 26, No. 2, 566--582 (2005; Zbl 1101.68024) Full Text: DOI
Ampazis, Nikolaos; Minis, Ioannis Design of cellular manufacturing systems using latent semantic indexing and self organizing maps. (English) Zbl 1115.90332 Comput. Manag. Sci. 1, No. 3-4, 275-292 (2004). MSC: 90B30 68Q55 91C20 PDF BibTeX XML Cite \textit{N. Ampazis} and \textit{I. Minis}, Comput. Manag. Sci. 1, No. 3--4, 275--292 (2004; Zbl 1115.90332) Full Text: DOI
Bogan-Marta, Alina; Wamback, Patrick From latent semantic indexing to text categorization? (English) Zbl 1265.68182 An. Univ. Bucureşti, Mat.-Inform. 52, 87-96 (2003). MSC: 68T10 PDF BibTeX XML Cite \textit{A. Bogan-Marta} and \textit{P. Wamback}, An. Univ. Bucureşti, Mat.-Inform. 52, 87--96 (2003; Zbl 1265.68182)
Chen, Liang; Tokuda, Naoyuki; Nagai, Akira A new differential LSI space-based probabilistic document classifier. (English) Zbl 1178.68213 Inf. Process. Lett. 88, No. 5, 203-212 (2003). MSC: 68P20 PDF BibTeX XML Cite \textit{L. Chen} et al., Inf. Process. Lett. 88, No. 5, 203--212 (2003; Zbl 1178.68213) Full Text: DOI
Oudshoff, A. M.; Bosloper, I. E.; Klos, T. B.; Spaanenburg, L. Knowledge discovery in virtual community texts: clustering virtual communities. (English) Zbl 1083.68587 J. Intell. Fuzzy Syst. 14, No. 1, 13-24 (2003). MSC: 68T05 68U15 PDF BibTeX XML Cite \textit{A. M. Oudshoff} et al., J. Intell. Fuzzy Syst. 14, No. 1, 13--24 (2003; Zbl 1083.68587) Full Text: Link
Park, Haesun; Jeon, Moongu; Rosen, J. Ben Lower dimensional representation of text data based on centroids and least squares. (English) Zbl 1063.68050 BIT 43, No. 2, 427-448 (2003). MSC: 68P20 PDF BibTeX XML Cite \textit{H. Park} et al., BIT 43, No. 2, 427--448 (2003; Zbl 1063.68050) Full Text: DOI
Kobayashi, M.; Aono, M.; Takeuchi, H.; Samukawa, H. Matrix computations for information retrieval and major and outlier cluster detection. (English) Zbl 1019.68038 J. Comput. Appl. Math. 149, No. 1, 119-129 (2002). MSC: 68P20 PDF BibTeX XML Cite \textit{M. Kobayashi} et al., J. Comput. Appl. Math. 149, No. 1, 119--129 (2002; Zbl 1019.68038) Full Text: DOI
Kurimo, Mikko Thematic indexing of spoken documents by using self-organizing maps. (English) Zbl 1005.68807 Speech Communication 38, No. 1-2, 29-45 (2002). MSC: 68U99 68T10 PDF BibTeX XML Cite \textit{M. Kurimo}, Speech Commun. 38, No. 1--2, 29--45 (2002; Zbl 1005.68807) Full Text: DOI
Kabán, A.; Girolami, M. A. Fast extraction of semantic features from a latent semantic indexed text corpus. (English) Zbl 1008.68737 Neural Process. Lett. 15, No. 1, 31-43 (2002). MSC: 68U99 68T05 PDF BibTeX XML Cite \textit{A. Kabán} and \textit{M. A. Girolami}, Neural Process. Lett. 15, No. 1, 31--43 (2002; Zbl 1008.68737) Full Text: DOI
Fierro, Ricardo D.; Berry, Michael W. Efficient computation of the Riemannian SVD in total least squares problems in information retrieval. (English) Zbl 0995.65041 Van Huffel, Sabine (ed.) et al., Total least squares and errors-in-variables modeling. Analysis, algorithms and applications. Dordrecht: Kluwer Academic Publishers. 353-364 (2002). MSC: 65F20 68P20 PDF BibTeX XML Cite \textit{R. D. Fierro} and \textit{M. W. Berry}, in: Total least squares and errors-in-variables modeling. Analysis, algorithms and applications. Dordrecht: Kluwer Academic Publishers. 353--364 (2002; Zbl 0995.65041)
Jiang, Eric P. Latent semantic indexing for updated collections. (English) Zbl 0994.68061 Int. J. Comput. Numer. Anal. Appl. 1, No. 4, 397-405 (2002). Reviewer: Dimitar A.Kolev (Sofia) MSC: 68P20 PDF BibTeX XML Cite \textit{E. P. Jiang}, Int. J. Comput. Numer. Anal. Appl. 1, No. 4, 397--405 (2002; Zbl 0994.68061)
Zhao, Rong; Grosky, W. I. Negotiating the semantic gap: From feature maps to semantic landscapes. (English) Zbl 1001.68950 Pattern Recognition 35, No. 3, 593-600 (2002). MSC: 68U99 PDF BibTeX XML Cite \textit{R. Zhao} and \textit{W. I. Grosky}, Pattern Recognition 35, No. 3, 593--600 (2002; Zbl 1001.68950) Full Text: DOI
Zhang, Xiaoyan; Berry, Michael W.; Raghavan, Padma Level search schemes for information filtering and retrieval. (English) Zbl 1011.68595 Inf. Process. Manage. 37, No. 2, 313-334 (2001). MSC: 68U99 68P20 PDF BibTeX XML Cite \textit{X. Zhang} et al., Inf. Process. Manage. 37, No. 2, 313--334 (2001; Zbl 1011.68595) Full Text: DOI
Dasigi, Venu; Mann, Reinhold C.; Protopopescu, Vladimir A. Information fusion for text classification – an experimental comparison. (English) Zbl 1012.68898 Pattern Recognition 34, No. 12, 2413-2425 (2001). MSC: 68U99 68T05 68P20 68T10 PDF BibTeX XML Cite \textit{V. Dasigi} et al., Pattern Recognition 34, No. 12, 2413--2425 (2001; Zbl 1012.68898) Full Text: DOI
Papadimitriou, Christos H.; Raghavan, Prabhakar; Tamaki, Hisao; Vempala, Santosh Latent semantic indexing: A probabilistic analysis. (English) Zbl 0963.68063 J. Comput. Syst. Sci. 61, No. 2, 217-235 (2000). MSC: 68P20 PDF BibTeX XML Cite \textit{C. H. Papadimitriou} et al., J. Comput. Syst. Sci. 61, No. 2, 217--235 (2000; Zbl 0963.68063) Full Text: DOI
Jiang, Eric P.; Berry, Michael W. Solving total least-squares problems in information retrieval. (English) Zbl 0960.65043 Linear Algebra Appl. 316, No. 1-3, 137-156 (2000). Reviewer: F.Szidarovszky (Tucson) MSC: 65F20 68P20 PDF BibTeX XML Cite \textit{E. P. Jiang} and \textit{M. W. Berry}, Linear Algebra Appl. 316, No. 1--3, 137--156 (2000; Zbl 0960.65043) Full Text: DOI
Zha, Hongyuan; Zhang, Zhenyue Matrices with low-rank-plus-shift structure: Partial SVD and latent semantic indexing. (English) Zbl 0982.15008 SIAM J. Matrix Anal. Appl. 21, No. 2, 522-536 (2000). MSC: 15A18 65F50 65F15 PDF BibTeX XML Cite \textit{H. Zha} and \textit{Z. Zhang}, SIAM J. Matrix Anal. Appl. 21, No. 2, 522--536 (2000; Zbl 0982.15008) Full Text: DOI
Zha, Hongyuan; Simon, Horst D. On updating problems in latent semantic indexing. (English) Zbl 0952.65034 SIAM J. Sci. Comput. 21, No. 2, 782-791 (1999). Reviewer: O.Vaarmann (Tallinn) MSC: 65F20 68U15 68T35 68P10 65F15 PDF BibTeX XML Cite \textit{H. Zha} and \textit{H. D. Simon}, SIAM J. Sci. Comput. 21, No. 2, 782--791 (1999; Zbl 0952.65034) Full Text: DOI
Yang, Kichoon Latent semantic indexing and linear relevance feedback in text information retrieval theory. (English) Zbl 0931.68038 J. Korean Math. Soc. 36, No. 3, 609-619 (1999). MSC: 68P20 94A15 PDF BibTeX XML Cite \textit{K. Yang}, J. Korean Math. Soc. 36, No. 3, 609--619 (1999; Zbl 0931.68038)
Witter, Dian I.; Berry, Michael W. Downdating the latent semantic indexing model for conceptual information retrieval. (English) Zbl 0920.68049 Comput. J. 41, No. 8, 589-601 (1998). MSC: 68P20 PDF BibTeX XML Cite \textit{D. I. Witter} and \textit{M. W. Berry}, Comput. J. 41, No. 8, 589--601 (1998; Zbl 0920.68049) Full Text: DOI Link
Grossman, David A.; Frieder, Ophir Information retrieval. Algorithms and heuristics. (English) Zbl 0918.68020 The Kluwer International Series in Engineering and Computer Science. 461. Dordrecht: Kluwer Academic Publishers. 272 p. (1998). Reviewer: J.Pokorny (Praha) MSC: 68P20 68-01 68T05 68Q25 PDF BibTeX XML Cite \textit{D. A. Grossman} and \textit{O. Frieder}, Information retrieval. Algorithms and heuristics. Dordrecht: Kluwer Academic Publishers (1998; Zbl 0918.68020)
Berry, M. W.; Fierro, R. D. Low-rank orthogonal decompositions for information retrieval applications. (English) Zbl 0905.68060 Numer. Linear Algebra Appl. 3, No. 4, 301-327 (1996). Reviewer: J.Zítko (Praha) MSC: 68P20 65F20 PDF BibTeX XML Cite \textit{M. W. Berry} and \textit{R. D. Fierro}, Numer. Linear Algebra Appl. 3, No. 4, 301--327 (1996; Zbl 0905.68060) Full Text: DOI
Berry, Michael W.; Dumais, Susan T.; O’Brien, Gavin W. Using linear algebra for intelligent information retrieval. (English) Zbl 0842.68026 SIAM Rev. 37, No. 4, 573-595 (1995). MSC: 68P20 15A18 15B48 65F15 65F50 PDF BibTeX XML Cite \textit{M. W. Berry} et al., SIAM Rev. 37, No. 4, 573--595 (1995; Zbl 0842.68026) Full Text: DOI