A similarity-based probability model for latent semantic indexing

Latent semantic space: iterative scaling improves precision of inter-document similarity measurement

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval

On the effects of dimensionality reduction on high dimensional similarity search

PODS '01 Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Iterative residual rescaling

Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval

Eigentaste: A Constant Time Collaborative Filtering Algorithm

Information Retrieval

Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8

Information Retrieval

An information retrieval model based on vector space method by supervised learning

Information Processing and Management: an International Journal

EduNuggets: an intelligent environment for managing and delivering multimedia education content

Proceedings of the 8th international conference on Intelligent user interfaces

A probabilistic model for latent semantic indexing in information retrieval and filtering

Computational information retrieval

Taking a new look at the latent semantic analysis approach to information retrieval

Computational information retrieval

On the use of the singular value decomposition for text retrieval

Computational information retrieval

Experiments with LSA scoring: optimal rank and basis

Computational information retrieval

Telcordia LSI Engine: Implementation and Scalability Issues

RIDE '01 Proceedings of the 11th International Workshop on research Issues in Data Engineering

LSISOM – A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections

Neural Processing Letters

Locality preserving indexing for document representation

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

A probabilistic model for Latent Semantic Indexing: Research Articles

Journal of the American Society for Information Science and Technology

Eigenvalue-based model selection during latent semantic indexing: Research Articles

Journal of the American Society for Information Science and Technology

Subproblem optimization by gene correlation with singular value decomposition

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Orthogonal locality preserving indexing

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

Why spectral retrieval works

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

Term norm distribution and its effects on latent semantic indexing

Information Processing and Management: an International Journal

Document Clustering Using Locality Preserving Indexing

IEEE Transactions on Knowledge and Data Engineering

A framework for understanding latent semantic indexing (LSI) performance

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval

Dimensionality reduction in patch-signature based protein structure matching

ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49

Model-averaged latent semantic indexing

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Augmenting the power of LSI in text retrieval: Singular value rescaling

Data & Knowledge Engineering

Adaptive label-driven scaling for latent semantic indexing

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

Indexing student essays paragraphs using LSA over an integrated ontological space

eLearn '04 Proceedings of the Workshop on eLearning for Computational Linguistics and Computational Linguistics for eLearning

Unified linear subspace approach to semantic analysis

Journal of the American Society for Information Science and Technology

A framework for understanding Latent Semantic Indexing (LSI) performance

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval

Understanding latent semantic indexing: A topological structure analysis using Q-analysis

Journal of the American Society for Information Science and Technology

Estimating intrinsic dimensionality using the multi-criteria decision weighted model and the average standard estimator

Information Sciences: an International Journal

Decomposing background topics from keywords by principal component pursuit

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

Wise search engine based on LSI

ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction

Towards the development of an integrated framework for enhancing enterprise search using latent semantic indexing

ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge

Efficient discovery of new information in large text databases

ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics

Mediapedia: mining web knowledge to construct multimedia encyclopedia

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling

Using structural information and citation evidence to detect significant plagiarism cases in scientific publications

Journal of the American Society for Information Science and Technology

Multimedia encyclopedia construction by mining web knowledge

Signal Processing