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Recent papers classified by the tag lsi.

	Multi-label informed latent semantic indexing [My Copy] In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval (2005), pp. 258-265. by Kai Yu, Shipeng Yu, Volker Tresp posted to text projection multi-output methods lsi categorization by pprett on 2009-09-28 21:30:55 as along with 3 people and 1 group abellogin cnjieyang egibaja Multilabel Classification
	Modeling user rating profiles for collaborative filtering [My Copy] In In NIPS*17 (2003) by Benjamin Marlin posted to lsi lda collaborative-filtering by abellogin on 2009-08-20 12:22:29 as along with 4 people and 1 group dokooh lzhlynn nliu82 sharon_hsiao Adaptive-Web
	Latent dirichlet allocation [My Copy] J. Mach. Learn. Res., Vol. 3 (2003), pp. 993-1022. by David M. Blei, Andrew Y. Ng, Michael I. Jordan posted to plsa vector-space-model text-classification smoothing lsi lda ir dimension-reduction collaborative-filtering clustering by abellogin on 2009-08-19 23:14:47 as along with 14 people and 1 group eddymier psj ChenxingYang WanderingAengus bsilverthorn weiweiguo galyardt briordan ldietz Phanix leinine whym lillejul adamsi L3S
	On an equivalence between PLSI and LDA [My Copy] In SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval (2003), pp. 433-434. by Mark Girolami, Ata Kabán posted to sigir plsa lsi lda language-models by abellogin on 2009-08-18 14:17:07 as along with 5 people and 2 groups nliu82 creswick takeha-e shilad ejmeij GroupLens LanguageModeling
	Short comings of latent models in supervised settings [My Copy] In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval (2005), pp. 625-626. by Vijay Krishnan posted to supervised-projection lsi by abellogin on 2009-08-18 13:58:25 as
	Supervised Semantic Indexing [My Copy] Advances in Information Retrieval (2009), pp. 761-765. by Bing Bai, Jason Weston, Ronan Collobert, David Grangier posted to supervised-projection lsi internship-09 ecir by abellogin on 2009-08-18 13:54:27 as
	Collaborative Filtering with LSI: Experiments with Cranfield [My Copy] (1998) by Ian M. Soboroff, Ian M. Soboroff posted to vector-space-model recommender lsi evaluation dimension-reduction content-based collaborative-filtering by abellogin on 2009-08-12 16:51:00 as
	Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA [My Copy] Machine Learning: ECML 2007 (2007), pp. 226-237. by Dimitrios Mavroeidis, Michalis Vazirgiannis posted to survey stability sparsity preprocessing pca matrix-perturbation-theory machine-learning lsi feature-selection bootstrapping by abellogin on 2009-08-12 11:50:51 as
	Supervised Latent Semantic Indexing using Adaptive Sprinkling [My Copy] In In IJCAI (2007) by Sutanu Chakraborti, Rahman Mukras, Robert Lothian, Nirmalie Wiratunga, Stuart Watt, David Harper posted to classifier evaluation internship-09 lsi supervised-projection svm by abellogin on 2009-08-09 18:55:31 as
	Collaborative filtering via gaussian probabilistic latent semantic analysis [My Copy] In SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval (2003), pp. 259-266. by Thomas Hofmann posted to sigir probabilistic-model plsa lsi internship-09 em-algorithm collaborative-filtering by abellogin on 2009-08-09 18:41:50 as along with 5 people lzhlynn zhaomin eastkim dtsamis imrchen
	Including Item Characteristics in the Probabilistic Latent Semantic Analysis Model for Collaborative Filtering [My Copy] Social Science Research Network Working Paper Series (10 September 2008) by Martijn Kagie, Matthijs Loos, Marcel Wezel posted to collaborative-filtering content-based hybrid-recommender lsi plsa probability-model by abellogin on 2009-08-06 20:30:41 as along with 1 person zhaomin
	An Efficient Solution to Factor Drifting Problem in the pLSA Model [My Copy] Computer and Information Technology, 2005. CIT 2005. The Fifth International Conference on In Computer and Information Technology, 2005. CIT 2005. The Fifth International Conference on (2005), pp. 175-181. by Liang Zhang, Chaoran Li, Yanfei Xu, Baile Shi posted to collaborative-filtering lsi plsa probability-model by abellogin on 2009-08-06 20:29:17 as
	Indexing by Latent Semantic Analysis [My Copy] Journal of the American Society of Information Science, Vol. 41, No. 6. (1990), pp. 391-407. by Scott C. Deerwester, Susan T. Dumais, Thomas K. Landauer, George W. Furnas, Richard A. Harshman posted to ir lsi by yeminjiao on 2009-08-01 16:40:53 as along with 32 people and 5 groups vegchang dmnapolitano almadana pcchang85 tv jliegl avulanov pprett camster irenas aliku mafwood mortimer derek_farn maripsa pdlug jelsas xxc baaic ldietz unnonouno k12u mthomure Phanix perceptron RafG ehohman rspeer navil abellogin hernandezl adamsi UoY-CS-AIG dbk-lab Blog_and_Wiki_Research Wikipedia AI
	A Survey of Attack-Resistant Collaborative Filtering Algorithms [My Copy] IEEE Data Eng. Bull., Vol. 31, No. 2. (2008), pp. 14-22. by Bhaskar Mehta, Thomas Hofmann posted to adversarial collaborative-filtering dimension-reduction evaluation journal lsi pca probability survey svd by abellogin on 2009-07-28 17:00:12 as
	Why spectral retrieval works [My Copy] In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval (2005), pp. 11-18. by Holger Bast, Debapriyo Majumdar posted to dimred ir lsi spectral by mapio on 2009-06-05 00:14:09 as along with 2 people ethanz MaineC
	Automatic query expansion via lexical-semantic relationships [My Copy] Journal of the American Society for Information Science and Technology, Vol. 52, No. 5. (2001), pp. 402-415. by Jane Greenberg posted to expansion lexical lexical-semantic lexico-semantic lsi ontology query relationships structure by dokooh on 2009-05-22 14:50:50 as
	Challenges of using LSI for concept location [My Copy] In ACM-SE 45: Proceedings of the 45th annual southeast regional conference (2007), pp. 449-454. by Dapeng Liu, Shaochun Xu posted to concept feature information location lsi retrieval by eabait on 2009-05-12 15:52:10 as
	Feature location via information retrieval based filtering of a single scenario execution trace [My Copy] In ASE '07: Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering (2007), pp. 234-243. by Dapeng Liu, Andrian Marcus, Denys Poshyvanyk, Vaclav Rajlich posted to analysis concept dynamic feature information location lsi retrieval by eabait on 2009-05-12 15:46:46 as
	The role of concepts in program comprehension [My Copy] Program Comprehension, 2002. Proceedings. 10th International Workshop on In Program Comprehension, 2002. Proceedings. 10th International Workshop on, Vol. 0 (2002), pp. 271-278. by Václav Rajlich, Norman Wilde posted to concept feature information location lsi retrieval by eabait on 2009-05-12 15:41:07 as
	Information Retrieval: Algorithms and Heuristics [My Copy] (1998) by David A. Grossman, Ophir Frieder posted to informationretrieval lsi by eduardocruz to the group RiSE on 2009-05-03 00:23:42 as
	Geometry and Meaning [My Copy] (15 November 2004) by Dominic Widdows posted to lsi semantic semanticnetwork semanticvectors by eduardocruz to the group RiSE on 2009-04-27 02:29:51 as along with 8 people and 2 groups fiacobelli mthomure schaal Roberto Kevembuangga 6021023 scis0000001 AlisonBabeu Impending_AI_breakthrough Conceptual Spaces
	Probabilistic latent semantic indexing [My Copy] In SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval (1999), pp. 50-57. by Thomas Hofmann posted to ir lsi mixture plsi by codex on 2009-04-09 18:14:41 as along with 16 people and 4 groups statistic01 pprett geomblog jelsas adg creswick bfraser danieltruemper shilad Phanix xiaoyan2006 fwkroon josepe abellogin ykuoka ejmeij LanguageModeling ilps GroupLens VT_DLRL
	Scalable community discovery on textual data with relations [My Copy] In CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management (2008), pp. 1203-1212. by Huajing Li, Zaiqing Nie, Wang C. Lee, Lee Giles, Ji R. Wen posted to clustering community lsi relationships social_network_analysis svm by baaic on 2009-04-08 08:15:29 as
	Methods and metrics for cold-start recommendations [My Copy] In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (2002), pp. 253-260. by A. Schein, A. Popescul, L. Ungar, D. Pennock posted to plsa sigir recommender probability-model probabilistic-model machine-learning lsi hybrid-recommender evaluation content-based collaborative-filtering cold-start-problem by abellogin on 2009-03-11 09:34:50 as along with 5 people lzhlynn zhaomin imrchen macle sugarexpletive
	Structured metric learning for high dimensional problems [My Copy] In KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (2008), pp. 195-203. by Jason V. Davis, Inderjit S. Dhillon posted to distance kdd low-rank lsa lsi metric-learning by ashleygeorge on 2009-03-09 18:08:02 as along with 1 person jekky
	Indexing by Latent Semantic Analysis [My Copy] Journal of the American Society for Information Science, Vol. 41 (1990), pp. 391-407. by Scott Deerwester, Susan T. Dumais, George W. Furnas, Thomas K. Landauer, Richard Harshman posted to index latent lsi semantic by mshossain on 2009-03-01 05:08:18 as along with 4 people denisparra mehrbod sergiolopez jgronski
	Computational Methods for Intelligent Information Access [My Copy] In Supercomputing '95: Proceedings of the 1995 ACM/IEEE conference on Supercomputing (CDROM) (1995) by Michael W. Berry, Susan T. Dumais, Todd A. Letsche posted to decomposition index letant lsi semantic singular svd value by mshossain on 2009-02-18 17:34:23 as
	Mining the Web for Synonyms: PMI--IR versus LSA on TOEFL [My Copy] Lecture Notes in Computer Science, Vol. 2167 (2001), pp. 491-502. by Peter D. Turney posted to information-theory lsi nlp by abellogin on 2009-02-12 08:58:41 as along with 4 people creswick denizyuret aaronjansen hpaggi
	Towards Better Integration Of Semantic Predictors In Statistical Language Modeling [My Copy] In In Proceedings of ICSLP-98, Vol. 6 (1998), pp. 2403-2406. by Noah Coccaro, Daniel Jurafsky posted to language_modeling lsi nlp by takeha-e on 2009-02-03 16:45:01 as along with 1 person zzb3886
	Transductive LSI for Short Text Classification Problems [My Copy] posted to classification document lsi representation short text by makrehchi on 2009-01-30 15:20:36 as along with 1 person takeha-e
	Joins that generalize: text classification using Whirl [My Copy] In In Proc. of the Fourth Int’l Conference on Knowledge Discovery and Data Mining (1998), pp. 169-173. by William W. Cohen, Haym Hirsh posted to classification lsi by takeha-e on 2009-01-26 10:05:01 as
	Using LSI for text classification in the presence of background text [My Copy] In Proceedings of CIKM-01, 10th ACM International Conference on Information and Knowledge Management (2001), pp. 113-118. by Sarah Zelikovitz, Haym Hirsh posted to classification lsi by takeha-e on 2009-01-26 10:02:19 as
	Indexing by latent semantic analysis [My Copy] Journal of the American Society for Information Science, Vol. 41, No. 6. (7 January 1999), pp. 391-407. by Scott Deerwester, Susan T. Dumais, George W. Furnas, Thomas K. Landauer, Richard Harshman posted to 2003 indexing lsi vectorspace by myui on 2009-01-18 20:25:02 as along with 16 people and 4 groups zibuyu ejmeij russellbeale mapio ChaTo k12u diegolino_veneziano bfraser sdvillal voiklis student_t atbrew fwkroon dgleich iansimon fer ilps InformationRetrieval HCI-Bham ColDyn
	pSearch: information retrieval in structured overlays [My Copy] SIGCOMM Comput. Commun. Rev., Vol. 33, No. 1. (January 2003), pp. 89-94. by Chunqiang Tang, Zhichen Xu, Mallik Mahalingam posted to dht fulltext ir lsi overlay-network p2p by myui on 2009-01-18 20:23:06 as along with 2 people ptony82 mediallo
	Improving Text Segmentation Using Latent Semantic Analysis: A Reanalysis of Choi, Wiemer-Hastings, and Moore (2001) [My Copy] Computational Linguistics, Vol. 32, No. 1. (March 2006), pp. 5-12. by Yves Bestgen posted to lsi segmentation by markymaypo to the group ARTFL on 2009-01-13 16:34:52 as
	Projections for efficient document clustering [My Copy] (1997) by H. Schutze, H. Silverstein posted to clustering efficient_retrieval ir lsi by fer on 2008-11-17 17:44:03 as along with 3 people derek jelsas karipuf
	A framework for understanding LSI performance [My Copy] (2003) by K. April, W. Pottenger posted to lsi by fer on 2008-11-17 17:40:09 as
	Latent semantic models for collaborative filtering [My Copy] ACM Trans. Inf. Syst., Vol. 22, No. 1. (January 2004), pp. 89-115. by Thomas Hofmann posted to svd probability-model plsa lsi journal ir internship-09 em-algorithm dimension-reduction collaborative-filtering clustering by abellogin on 2008-11-05 14:11:21 as along with 18 people and 5 groups briordan zhaomin jamborta mdreid eastkim accessrajesh sergiolopez pprett ldietz horeis sids anon_pl macle ocelma ransombriggs imrchen zhangl adamsi Statistical Machine Learning Adaptive-Web CompIntelligentSystems MTG oktave-labs
	Query expansion and dimensionality reduction: Notions of optimality in Rocchio relevance feedback and latent semantic indexing [My Copy] Information Processing & Management In Evaluation of Interactive Information Retrieval Systems, Vol. 44, No. 1. (January 2008), pp. 163-180. by Miles Efron posted to dimension-reduction lsi query-expansion by abellogin on 2008-11-01 11:27:20 as along with 1 person briordan
	Classification Space: A Multivariate Procedure For Automatic? Document Indexing And Retrieval [My Copy] Multivariate Behavioral Research, Vol. 1, No. 4. (1966), pp. 479-524. by Peter G. Ossorio posted to c-space classification indexing lsi similarity by fer on 2008-10-19 10:59:01 as
	Large-scale information retrieval with latent semantic indexing [My Copy] Inf. Sci., Vol. 100, No. 1-4. (1997), pp. 105-137. by Todd A. Letsche, Michael W. Berry posted to ir lsi svd by abellogin on 2008-10-17 09:37:56 as
	Application of dimensionality reduction in recommender systems–a case study [My Copy] In In ACM WebKDD Workshop (2000) by Badrul M. Sarwar, George Karypis, Joseph A. Konstan, John T. Riedl posted to collaborative-filtering decision-making dimension-reduction evaluation lsi recommender by abellogin on 2008-10-16 15:43:55 as along with 1 group Agent Mining
	Topic based language models for ad hoc information retrieval [My Copy] Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on In Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, Vol. 4 (2004), pp. 3281-3286 vol.4. by L. Azzopardi, M. Girolami, C. J. van Rijsbergen posted to lda lsi plsi topic_models by ejmeij on 2008-09-11 07:23:23 as along with 2 groups LanguageModeling ilps
	Application of dimensionality reduction in recommender systems--a case study [My Copy] In ACM WebKDD Workshop (2000) by B. Sarwar, G. Karypis, J. Konstan, J. Riedl posted to collaborative_filtering dimensionality lsi recommendation sparsity by macle on 2008-09-09 14:59:00 as along with 5 people zhaomin chadhogg dequwas pankaj zhangl
	Unsupervised Learning by Probabilistic Latent Semantic Analysis [My Copy] Machine Learning, Vol. V42, No. 1. (1 January 2001), pp. 177-196. by Thomas Hofmann posted to clustering dimension-reduction internship-09 ir journal lsi machine-learning plsa probability-model svd by abellogin on 2008-08-26 22:02:44 as along with 2 people and 1 group yinghua77 ericlindahl DecisionSupportTheory
	Using Linear Algebra for Intelligent Information Retrieval [My Copy] No. UT-CS-94-270. (1994) by Michael W. Berry, Susan T. Dumais, Gavin W. O'Brien posted to ir lsi by fer on 2008-07-17 18:22:27 as along with 12 people A_Olympia pdlug arsyed mthomure sugarexpletive harshrc sflinter sid137 ehohman george_g navil imrchen
	A maximum entropy web recommendation system: combining collaborative and content features [My Copy] In KDD '05: Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining (2005), pp. 612-617. by Xin Jin, Yanzan Zhou, Bamshad Mobasher posted to collaborative-filtering constraint-satisfaction entropy features lsi machine-learning maximum-entropy probabilistic-indexing recommender by abellogin on 2008-07-15 10:48:43 as along with 6 people and 2 groups pwais ansobol palakorn halacsy kaz24 imrchen Drexel-HCI Drexel-eVoting
	A Web Recommendation System Based on Maximum Entropy [My Copy] In ITCC (1) (2005), pp. 213-218. by Xin Jin, Bamshad Mobasher, Yanzan Zhou posted to clickthrough-history constraint-satisfaction entropy features lsi machine-learning maximum-entropy preference probabilistic-indexing recommender by abellogin on 2008-07-15 10:27:24 as
	A Comparison of Machine Measures of Text Document Similarity with Human Judgments [My Copy] by Michael D. Lee, Brandon Pincombe, Matthew Welsh posted to clustering latent_semantic_indexing lsi pair_project similarity vector_space by markymaypo to the group ARTFL on 2008-06-24 23:08:04 as along with 2 people chrisd karipuf
	Information retrieval using a singular value decomposition model of latent semantic structure [My Copy] In SIGIR '88: Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval (1988), pp. 465-480. by G. W. Furnas, S. Deerwester, S. T. Dumais, et al.T. K. Landauer, R. A. Harshman, L. A. Streeter, K. E. Lochbaum posted to lsa lsi representative by dvallet to the group NETS-UAM on 2008-04-17 18:09:33 as along with 6 people and 2 groups fiacobelli almadana jgronski manuelpq mthomure pool007 Personal-Information-Management NETS

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ir	28
lsa	18
semantic	15
collaborative-filtering	13
clustering	12
indexing	12
svd	12
dimension-reduction	10
plsa	10
retrieval	8
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internship-09	7
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probability-model	6
search	6
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relevance-feedback	1
representation	1
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smoothing	1
stability	1
text-classification	1
video	1
webir	1

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