Computational geometry: an introduction
Computational geometry: an introduction
Monte Carlo methods. Vol. 1: basics
Monte Carlo methods. Vol. 1: basics
A general approach to d-dimensional geometric queries
STOC '85 Proceedings of the seventeenth annual ACM symposium on Theory of computing
Fractals for secondary key retrieval
PODS '89 Proceedings of the eighth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
The R*-tree: an efficient and robust access method for points and rectangles
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
A retrieval technique for similar shapes
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Molecular docking using shape descriptors
Journal of Computational Chemistry
Techniques for automatically correcting words in text
ACM Computing Surveys (CSUR)
Efficient and effective querying by image content
Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
Accounting for boundary effects in nearest neighbor searching
Proceedings of the eleventh annual symposium on Computational geometry
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Nearest neighbor searching and applications
Nearest neighbor searching and applications
Feature-index-based similar shape retrieval
Proceedings of the third IFIP WG2.6 working conference on Visual database systems 3 (VDB-3)
An Algorithm for Finding Best Matches in Logarithmic Expected Time
ACM Transactions on Mathematical Software (TOMS)
Analysis of an Algorithm for Finding Nearest Neighbors in Euclidean Space
ACM Transactions on Mathematical Software (TOMS)
Feature-Based Retrieval of Similar Shapes
Proceedings of the Ninth International Conference on Data Engineering
Performance of Nearest Neighbor Queries in R-Trees
ICDT '97 Proceedings of the 6th International Conference on Database Theory
The X-tree: An Index Structure for High-Dimensional Data
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
SSD '95 Proceedings of the 4th International Symposium on Advances in Spatial Databases
BOUNDS ON INFORMATION RETRIEVAL EFFICIENCY IN STATIC FILE STRUCTURES.
BOUNDS ON INFORMATION RETRIEVAL EFFICIENCY IN STATIC FILE STRUCTURES.
Fast parallel similarity search in multimedia databases
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
A cost model for similarity queries in metric spaces
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Efficient searching with linear constraints
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Automatic subspace clustering of high dimensional data for data mining applications
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
The pyramid-technique: towards breaking the curse of dimensionality
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Optimal multi-step k-nearest neighbor search
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Similarity query processing using disk arrays
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Clustering and singular value decomposition for approximate indexing in high dimensional spaces
Proceedings of the seventh international conference on Information and knowledge management
Enhanced nearest neighbour search on the R-tree
ACM SIGMOD Record
An optimal algorithm for approximate nearest neighbor searching fixed dimensions
Journal of the ACM (JACM)
Efficient concurrency control in multidimensional access methods
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Fast algorithms for projected clustering
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Distance browsing in spatial databases
ACM Transactions on Database Systems (TODS)
Indexing large metric spaces for similarity search queries
ACM Transactions on Database Systems (TODS)
Approximation algorithms for projective clustering
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
Multidimensional Index Structures in Relational Databases
Journal of Intelligent Information Systems - Data warehousing and knowledge discovery
Vector approximation based indexing for non-uniform high dimensional data sets
Proceedings of the ninth international conference on Information and knowledge management
The subspace coding method: a new indexing scheme for high-dimensional data
Proceedings of the ninth international conference on Information and knowledge management
Dimensionality reduction and similarity computation by inner product approximations
Proceedings of the ninth international conference on Information and knowledge management
Supporting subseries nearest neighbor search via approximation
Proceedings of the ninth international conference on Information and knowledge management
A cost model for query processing in high dimensional data spaces
ACM Transactions on Database Systems (TODS)
Epsilon grid order: an algorithm for the similarity join on massive high-dimensional data
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Modeling high-dimensional index structures using sampling
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
GESS: a scalable similarity-join algorithm for mining large data sets in high dimensional spaces
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Tri-plots: scalable tools for multidimensional data mining
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Effective nearest neighbor indexing with the euclidean metric
Proceedings of the tenth international conference on Information and knowledge management
ACM Computing Surveys (CSUR)
A new cell-based clustering method for large, high-dimensional data in data mining applications
Proceedings of the 2002 ACM symposium on Applied computing
Similarity-based algebra for multimedia database systems
ADC '01 Proceedings of the 12th Australasian database conference
The convex polyhedra technique: an index structure for high-dimensional space
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
Time-parameterized queries in spatio-temporal databases
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Searching in metric spaces with user-defined and approximate distances
ACM Transactions on Database Systems (TODS)
Vulnerabilities in similarity search based systems
Proceedings of the eleventh international conference on Information and knowledge management
An Enhanced Technique for k-Nearest Neighbor Queries with Non-Spatial Selection Predicates
Multimedia Tools and Applications
Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search
Journal of Intelligent Information Systems - Special issue on data warehousing and knowledge discovery
An efficient algorithm for hyperspherical range query processing in high-dimensional data space
Information Processing Letters
A Multistep Approach for Shape Similarity Search in Image Databases
IEEE Transactions on Knowledge and Data Engineering
Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space
IEEE Transactions on Knowledge and Data Engineering
Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases
IEEE Transactions on Knowledge and Data Engineering
On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'
IEEE Transactions on Knowledge and Data Engineering
Accurate Modeling of Region Data
IEEE Transactions on Knowledge and Data Engineering
Fast Indexing and Visualization of Metric Data Sets using Slim-Trees
IEEE Transactions on Knowledge and Data Engineering
High-dimensional nearest neighbor search with remote data centers
Knowledge and Information Systems
VQ-index: an index structure for similarity searching in multimedia databases
Proceedings of the tenth ACM international conference on Multimedia
Dynamically Optimizing High-Dimensional Index Structures
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
When Is ''Nearest Neighbor'' Meaningful?
ICDT '99 Proceedings of the 7th International Conference on Database Theory
On the Surprising Behavior of Distance Metrics in High Dimensional Spaces
ICDT '01 Proceedings of the 8th International Conference on Database Theory
On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Parametric Approximation Algorithms for High-Dimensional Euclidean Similarity
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Improving Adaptable Similarity Query Processing by Using Approximations
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Active Storage for Large-Scale Data Mining and Multimedia
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
The A-tree: An Index Structure for High-Dimensional Spaces Using Relative Approximation
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Discovery of Influence Sets in Frequently Updated Databases
Proceedings of the 27th International Conference on Very Large Data Bases
Efficient User-Adaptable Similarity Search in Large Multimedia Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
An Efficient High-Dimensional Index Structure Using Cell Signatures for Similarity Search
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
CBCM: A Cell-Based Clustering Method for Data Mining Applications
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
C2VA: Trim High Dimensional Indexes
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
A General and Efficient Approach for Solving Nearest Neighbor Problem in the Vague Query System
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
A Relaxed Algorithm for Similarity Queries Performed with High-Dimensional Access Structures
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
Efficient Bulk Loading of Large High-Dimensional Indexes
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Adaptable Similarity Search Using Vector Quantization
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Optimal Dimension Order: A Generic Technique for the Similarity Join
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
An Algorithm for Incremental Nearest Neighbor Search in High-Dimensional Data Spaces
Proceedings of the First International Conference on The Human Society and the Internet - Internet Related Socio-Economic Issues
Data Mining Techniques for Associations, Clustering and Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Data Mining and Personalization Technologies
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Constrained Nearest Neighbor Queries
SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases
ISA - An Incremental Hyper-sphere Approach for Efficiently Solving Complex Vague Queries
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
COFE: A Scalable Method for Feature Extraction from Complex Objects
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Nearest Neighbor Queries in a Mobile Environment
STDBM '99 Proceedings of the International Workshop on Spatio-Temporal Database Management
Indexing very high-dimensional sparse and quasi-sparse vectors for similarity searches
The VLDB Journal — The International Journal on Very Large Data Bases
Heterogeneous image database selection on the web
Journal of Systems and Software
Spatial indexing of high-dimensional data based on relative approximation
The VLDB Journal — The International Journal on Very Large Data Bases
IEEE Transactions on Knowledge and Data Engineering
Spatial queries in dynamic environments
ACM Transactions on Database Systems (TODS)
External memory data structures
Handbook of massive data sets
Approximation algorithms for projective clustering
Journal of Algorithms
DCC '00 Proceedings of the Conference on Data Compression
Location-based spatial queries
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
An Efficient Technique for Nearest-Neighbor Query Processing on the SPY-TEC
IEEE Transactions on Knowledge and Data Engineering
The power-method: a comprehensive estimation technique for multi-dimensional queries
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Dimensionality reduction using magnitude and shape approximations
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Analysis of predictive spatio-temporal queries
ACM Transactions on Database Systems (TODS)
Index-driven similarity search in metric spaces (Survey Article)
ACM Transactions on Database Systems (TODS)
Similarity between Euclidean and cosine angle distance for nearest neighbor queries
Proceedings of the 2004 ACM symposium on Applied computing
IEEE Transactions on Knowledge and Data Engineering
A content based image retrieval system based on the fuzzy ARTMAP architecture
Proceedings of the 12th annual ACM international conference on Multimedia
The Active Vertice method: a performant filtering approach to high-dimensional indexing
Data & Knowledge Engineering
CVA file: an index structure for high-dimensional datasets
Knowledge and Information Systems
Compressing Bitmap Indices by Data Reorganization
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Optimal data-space partitioning of spatial data for parallel I/O
Distributed and Parallel Databases
Aggregate nearest neighbor queries in spatial databases
ACM Transactions on Database Systems (TODS)
Automatic Subspace Clustering of High Dimensional Data
Data Mining and Knowledge Discovery
Indexing multi-dimensional uncertain data with arbitrary probability density functions
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Generalized multidimensional data mapping and query processing
ACM Transactions on Database Systems (TODS)
Diamond: A Storage Architecture for Early Discard in Interactive Search
FAST '04 Proceedings of the 3rd USENIX Conference on File and Storage Technologies
Cost models for distance joins queries using R-trees
Data & Knowledge Engineering
High dimensional nearest neighbor searching
Information Systems
Access Structures for Angular Similarity Queries
IEEE Transactions on Knowledge and Data Engineering
Exploiting a page-level upper bound for multi-type nearest neighbor queries
GIS '06 Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems
Branch-and-bound processing of ranked queries
Information Systems
A performance comparison of distance-based query algorithms using R-trees in spatial databases
Information Sciences: an International Journal
A fast all nearest neighbor algorithm for applications involving large point-clouds
Computers and Graphics
Genetic algorithms for approximate similarity queries
Data & Knowledge Engineering
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
The Concentration of Fractional Distances
IEEE Transactions on Knowledge and Data Engineering
Data & Knowledge Engineering
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Continuous nearest neighbor search
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
A general framework for modeling and processing optimization queries
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Spatial indexing in microsoft SQL server 2008
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Primal or dual: which promises faster spatiotemporal search?
The VLDB Journal — The International Journal on Very Large Data Bases
The MPEG-7 Multimedia Database System (MPEG-7 MMDB)
Journal of Systems and Software
Disk aware discord discovery: finding unusual time series in terabyte sized datasets
Knowledge and Information Systems
Approximate similarity search: A multi-faceted problem
Journal of Discrete Algorithms
Spatial Skyline Queries: An Efficient Geometric Algorithm
SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Adapting indexing trees to data distribution in feature spaces
Computer Vision and Image Understanding
Neighborhood graphs for indexing and retrieving multi-dimensional data
Journal of Intelligent Information Systems
Algorithms for memory hierarchies: advanced lectures
Algorithms for memory hierarchies: advanced lectures
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Search space reductions for nearest-neighbor queries
TAMC'08 Proceedings of the 5th international conference on Theory and applications of models of computation
Automated data discovery in similarity score queries
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Diamond: a storage architecture for early discard in interactive search
FAST'04 Proceedings of the 3rd USENIX conference on File and storage technologies
Flexible aggregate similarity search
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
MSSQ: manhattan spatial skyline queries
SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
Spatial skyline queries: exact and approximation algorithms
Geoinformatica
Parallel high-dimensional index structure using cell-based filtering for multimedia data
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
Document decomposition for XML compression: a heuristic approach
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
ORF-NT: an object-based image retrieval framework using neighborhood trees
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
P-CBF: a parallel cell-based filtering scheme using a horizontal partitioning technique
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
An effective method for locally neighborhood graphs updating
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Fuse: towards multi-level functional summarization of protein interaction networks
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
On trip planning queries in spatial databases
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Developing parallel cell-based filtering scheme under shared-nothing cluster-based architecture
NGITS'06 Proceedings of the 6th international conference on Next Generation Information Technologies and Systems
SIMP: accurate and efficient near neighbor search in high dimensional spaces
Proceedings of the 15th International Conference on Extending Database Technology
Probabilistic cost model for nearest neighbor search in image retrieval
Computer Vision and Image Understanding
A survey on unsupervised outlier detection in high-dimensional numerical data
Statistical Analysis and Data Mining
MSSQ: Manhattan Spatial Skyline Queries
Information Systems
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