The Johnson-Lindenstrauss Lemma and the sphericity of some graphs
Journal of Combinatorial Theory Series A
Using latent semantic analysis to improve access to textual information
CHI '88 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The algebraic eigenvalue problem
The algebraic eigenvalue problem
SIAM Journal on Computing
Probabilistic models in information retrieval
The Computer Journal - Special issue on information retrieval
A comparison of text retrieval models
The Computer Journal - Special issue on information retrieval
A survey of information retrieval and filtering methods
A survey of information retrieval and filtering methods
Combining fuzzy information from multiple systems (extended abstract)
PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Information retrieval algorithms: a survey
SODA '97 Proceedings of the eighth annual ACM-SIAM symposium on Discrete algorithms
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
SVDPACKC (Version 1.0) User''s Guide
SVDPACKC (Version 1.0) User''s Guide
Applications of linear algebra in information retrieval and hypertext analysis
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
A similarity-based probability model for latent semantic indexing
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
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
Concept-based knowledge discovery in texts extracted from the Web
ACM SIGKDD Explorations Newsletter
Database-friendly random projections
PODS '01 Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Fast computation of low rank matrix approximations
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
SALSA: the stochastic approach for link-structure analysis
ACM Transactions on Information Systems (TOIS)
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
A statistical learning learning model of text classification for support vector machines
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Stable algorithms for link analysis
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Latent semantic linking over homogeneous repositories
DocEng '01 Proceedings of the 2001 ACM Symposium on Document engineering
Mining massively incomplete data sets by conceptual reconstruction
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Random projection in dimensionality reduction: applications to image and text data
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Competitive recommendation systems
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
An infrastructure for open latent semantic linking
Proceedings of the thirteenth ACM conference on Hypertext and hypermedia
Derandomized dimensionality reduction with applications
SODA '02 Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms
Concept Decompositions for Large Sparse Text Data Using Clustering
Machine Learning
An information retrieval model based on vector space method by supervised learning
Information Processing and Management: an International Journal
Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus
Neural Processing Letters
BitCube: A Three-Dimensional Bitmap Indexing for XML Documents
Journal of Intelligent Information Systems
A Probabilistic Framework for the Hierarchic Organisation and Classification of Document Collections
Journal of Intelligent Information Systems
Thematic indexing of spoken documents by using self-organizing maps
Speech Communication
Topic Identification in Dynamical Text by Complexity Pursuit
Neural Processing Letters
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Some Recent Results on Data Mining and Search
MFCS '01 Proceedings of the 26th International Symposium on Mathematical Foundations of Computer Science
Local and Global Methods in Data Mining: Basic Techniques and Open Problems
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
Theoretical Problems Related to the Internet
COCOON '00 Proceedings of the 6th Annual International Conference on Computing and Combinatorics
The Web in 2010: Challenges and Opportunities for Database Research
Informatics - 10 Years Back. 10 Years Ahead.
Web Information Retrieval - an Algorithmic Perspective
ESA '00 Proceedings of the 8th Annual European Symposium on Algorithms
A probabilistic model for latent semantic indexing in information retrieval and filtering
Computational information retrieval
On the use of the singular value decomposition for text retrieval
Computational information retrieval
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A comparative study for domain ontology guided feature extraction
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
Database-friendly random projections: Johnson-Lindenstrauss with binary coins
Journal of Computer and System Sciences - Special issu on PODS 2001
Telcordia LSI Engine: Implementation and Scalability Issues
RIDE '01 Proceedings of the 11th International Workshop on research Issues in Data Engineering
Classification of Documents by Content
ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
The Journal of Machine Learning Research
On the Use of Conceptual Reconstruction for Mining Massively Incomplete Data Sets
IEEE Transactions on Knowledge and Data Engineering
Efficient multi-way text categorization via generalized discriminant analysis
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Web Communities: Models and Algorithms
World Wide Web
A community-aware search engine
Proceedings of the 13th international conference on World Wide Web
Efficient Semantic-Based Content Search in P2P Network
IEEE Transactions on Knowledge and Data Engineering
Locality preserving indexing for document representation
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
On scaling latent semantic indexing for large peer-to-peer systems
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Mining massive document collections by the WEBSOM method
Information Sciences: an International Journal - Special issue: Soft computing data mining
Fully automatic cross-associations
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic multimedia cross-modal correlation discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Exploring the community structure of newsgroups
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
IEEE Transactions on Knowledge and Data Engineering
New advances on multi-lingual multi-function multi-media intelligent system
Focus on computational neurobiology
Clustering via matrix powering
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
A probabilistic model for 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
Indexing Hierarchical Structures Using Graph Spectra
IEEE Transactions on Pattern Analysis and Machine Intelligence
Orthogonal locality preserving indexing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
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
Toward Unsupervised Correlation Preserving Discretization
IEEE Transactions on Knowledge and Data Engineering
On the use of linear programming for unsupervised text classification
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Natural Language Engineering
Automatic bilingual lexicon acquisition using random indexing of parallel corpora
Natural Language Engineering
Document Clustering Using Locality Preserving Indexing
IEEE Transactions on Knowledge and Data Engineering
Generalized Low Rank Approximations of Matrices
Machine Learning
Tell me who I am: an interactive recommendation system
Proceedings of the eighteenth annual ACM symposium on Parallelism in algorithms and architectures
Mining web navigations for intelligence
Decision Support Systems - Special issue: Intelligence and security informatics
Very sparse random projections
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Beyond streams and graphs: dynamic tensor analysis
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Using bag-of-concepts to improve the performance of support vector machines in text categorization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Very sparse stable random projections for dimension reduction in lα (0
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Regularized locality preserving indexing via spectral regression
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Learning video preferences from video content
Proceedings of the 8th international workshop on Multimedia data mining: (associated with the ACM SIGKDD 2007)
Summary management in P2P systems
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Towards the novel classification schemes in digital libraries
DIWED'06 Proceedings of the 6th WSEAS International Conference on Distance Learning and Web Engineering
Full-text indexing and information retrieval in P2P systems
Ph.D. '08 Proceedings of the 2008 EDBT Ph.D. workshop
Text categorization via generalized discriminant analysis
Information Processing and Management: an International Journal
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Incremental tensor analysis: Theory and applications
ACM Transactions on Knowledge Discovery from Data (TKDD)
Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA
ECML '07 Proceedings of the 18th European conference on Machine Learning
Improving Web Service Discovery by Using Semantic Models
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Simrank++: query rewriting through link analysis of the click graph
Proceedings of the VLDB Endowment
Clustered subset selection and its applications on it service metrics
Proceedings of the 17th ACM conference on Information and knowledge management
On low dimensional random projections and similarity search
Proceedings of the 17th ACM conference on Information and knowledge management
A New Linear Initialization in SOM for Biomolecular Data
Computational Intelligence Methods for Bioinformatics and Biostatistics
Finding similar users in social networks: extended abstract
Proceedings of the twenty-first annual symposium on Parallelism in algorithms and architectures
Random indexing using statistical weight functions
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Foundations and Trends® in Theoretical Computer Science
Terminology mining in social media
Proceedings of the 18th ACM conference on Information and knowledge management
Communications of the ACM
Mining web navigations for intelligence
Decision Support Systems - Special issue: Intelligence and security informatics
Research of web data mining based on fuzzy logic and neural networks
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Decomposing background topics from keywords by principal component pursuit
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Fast dimension reduction for document classification based on imprecise spectrum analysis
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Parsimonious linear fingerprinting for time series
Proceedings of the VLDB Endowment
Fast Algorithms for Approximating the Singular Value Decomposition
ACM Transactions on Knowledge Discovery from Data (TKDD)
On nonmetric similarity search problems in complex domains
ACM Computing Surveys (CSUR)
Recommender systems with non-binary grades
Proceedings of the twenty-third annual ACM symposium on Parallelism in algorithms and architectures
An automatic text comprehension classifier based on mental models and latent semantic features
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Topics inference by weighted mutual information measures computed from structured corpus
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
PaperSpeckle: microscopic fingerprinting of paper
Proceedings of the 18th ACM conference on Computer and communications security
Extracting significant Website Key Objects: A Semantic Web mining approach
Engineering Applications of Artificial Intelligence
International Journal of Information and Communication Technology
A latent image semantic indexing scheme for image retrieval on the web
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Improving random projections using marginal information
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Personalized news categorization through scalable text classification
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Text clustering for peer-to-peer networks with probabilistic guarantees
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Spectral kernels for classification
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Evaluation of two systems on multi-class multi-label document classification
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Modified LSI model for efficient search by metric access methods
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Integrating heterogeneous microarray data sources using correlation signatures
DILS'05 Proceedings of the Second international conference on Data Integration in the Life Sciences
Discovering a term taxonomy from term similarities using principal component analysis
EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining
Measuring the complexity of a collection of documents
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Improved collaborative filtering
ISAAC'11 Proceedings of the 22nd international conference on Algorithms and Computation
Beating randomized response on incoherent matrices
STOC '12 Proceedings of the forty-fourth annual ACM symposium on Theory of computing
ACM Transactions on Knowledge Discovery from Data (TKDD)
Sampling methods for the Nyström method
The Journal of Machine Learning Research
Fast dimension reduction for document classification based on imprecise spectrum analysis
Information Sciences: an International Journal
Random direction divisive clustering
Pattern Recognition Letters
Simple and deterministic matrix sketching
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
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