Indexing the Distance: An Efficient Method to KNN Processing

B-trees: bearing fruits of all kinds

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

Quadtree and R-tree indexes in oracle spatial: a comparison using GIS data

Proceedings of the 2002 ACM SIGMOD international conference on Management of data

A road network embedding technique for k-nearest neighbor search in moving object databases

Proceedings of the 10th ACM international symposium on Advances in geographic information systems

An Approach to Improve Text Classification Efficiency

ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems

Contorting high dimensional data for efficient main memory KNN processing

Proceedings of the 2003 ACM SIGMOD international conference on Management of data

D-Index: Distance Searching Index for Metric Data Sets

Multimedia Tools and Applications

A Road Network Embedding Technique for K-Nearest Neighbor Search in Moving Object Databases

Geoinformatica

Group Nearest Neighbor Queries

ICDE '04 Proceedings of the 20th International Conference on Data Engineering

Making the Pyramid Technique Robust to Query Types and Workloads

ICDE '04 Proceedings of the 20th International Conference on Data Engineering

LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space

ICDE '04 Proceedings of the 20th International Conference on Data Engineering

Querying high-dimensional data in single-dimensional space

The VLDB Journal — The International Journal on Very Large Data Bases

Online event-driven subsequence matching over financial data streams

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

Diagonal Ordering: a new approach to high-dimensional KNN processing

ADC '04 Proceedings of the 15th Australasian database conference - Volume 27

On efficiently processing nearest neighbor queries in a loosely coupled set of data sources

Proceedings of the 12th annual ACM international workshop on Geographic information systems

The D-Tree: An Index Structure for Planar Point Queries in Location-Based Wireless Services

IEEE Transactions on Knowledge and Data Engineering

A PCA-based similarity measure for multivariate time series

Proceedings of the 2nd ACM international workshop on Multimedia databases

The Active Vertice method: a performant filtering approach to high-dimensional indexing

Data & Knowledge Engineering

Indexing High-Dimensional Data for Efficient In-Memory Similarity Search

IEEE Transactions on Knowledge and Data Engineering

Dual Clustering: Integrating Data Clustering over Optimization and Constraint Domains

IEEE Transactions on Knowledge and Data Engineering

Fast Approximate Similarity Search in Extremely High-Dimensional Data Sets

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

Array-index: a plug&search K nearest neighbors method for high-dimensional data

Data & Knowledge Engineering

Towards effective indexing for very large video sequence database

Proceedings of the 2005 ACM SIGMOD international conference on Management of data

iDistance: An adaptive B+-tree based indexing method for nearest neighbor search

ACM Transactions on Database Systems (TODS)

Aggregate nearest neighbor queries in spatial databases

ACM Transactions on Database Systems (TODS)

Exploring bit-difference for approximate KNN search in high-dimensional databases

ADC '05 Proceedings of the 16th Australasian database conference - Volume 39

Database-inspired search

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)

Self-tuning cost modeling of user-defined functions in an object-relational DBMS

ACM Transactions on Database Systems (TODS)

Two ellipse-based pruning methods for group nearest neighbor queries

Proceedings of the 13th annual ACM international workshop on Geographic information systems

Range Nearest-Neighbor Query

IEEE Transactions on Knowledge and Data Engineering

Toward Efficient Multifeature Query Processing

IEEE Transactions on Knowledge and Data Engineering

Answering similarity queries in peer-to-peer networks

Information Systems

Filter ranking in high-dimensional space

Data & Knowledge Engineering

Grid-partition index: a hybrid method for nearest-neighbor queries in wireless location-based services

The VLDB Journal — The International Journal on Very Large Data Bases

High dimensional nearest neighbor searching

Information Systems

Using high dimensional indexes to support relevance feedback based interactive images retrieval

VLDB '06 Proceedings of the 32nd international conference on Very large data bases

Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval

IEEE Transactions on Knowledge and Data Engineering

Exploring composite acoustic features for efficient music similarity query

MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia

A survey of content-based image retrieval with high-level semantics

Pattern Recognition

An efficient k nearest neighbor search for multivariate time series

Information and Computation

Efficient index-based KNN join processing for high-dimensional data

Information and Software Technology

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing

The VLDB Journal — The International Journal on Very Large Data Bases

K nearest neighbor search in navigation systems

Mobile Information Systems

The privacy of k-NN retrieval for horizontal partitioned data: new methods and applications

ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63

The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient

The VLDB Journal — The International Journal on Very Large Data Bases

Continuous nearest neighbor search

VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases

QueST: querying music databases by acoustic and textual features

Proceedings of the 15th international conference on Multimedia

A system design for content-based image retrieval and analysis of mammograms using PostgreSQL with image-handling extension

BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering

Gorder: an efficient method for KNN join processing

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30

Query and update efficient B+-tree based indexing of moving objects

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30

Approximate NN queries on streams with guaranteed error/performance bounds

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30

Peer-to-peer similarity search in metric spaces

VLDB '07 Proceedings of the 33rd international conference on Very large data bases

Efficiently Monitoring Nearest Neighbors to a Moving Object

ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications

Efficient Processing of Nearest Neighbor Queries in Parallel Multimedia Databases

DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications

Randomized sub-vectors hashing for high-dimensional image feature matching

MM '08 Proceedings of the 16th ACM international conference on Multimedia

An efficient indexing structure for multimedia data

MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval

Multi-view Feature Matching and Image Grouping from Multiple Unordered Wide-Baseline Images

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II

Distributed similarity search in high dimensions using locality sensitive hashing

Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology

Query assurance verification for outsourced multi-dimensional databases

Journal of Computer Security - Selected papers from the Third and Fourth Secure Data Management (SDM) workshops

Linking identical neighborly partitions for efficient high-dimensional similarity search in unstructured peer-to-peer systems

Distributed and Parallel Databases

Efficient range query processing in metric spaces over highly distributed data

Distributed and Parallel Databases

Indexing 3-D human motion repositories for content-based retrieval

IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems

QUC-tree: integrating query context information for efficient music retrieval

IEEE Transactions on Multimedia - Special issue on integration of context and content

Practical protocol for Yao’s millionaires problem enables secure multi-party computation of metrics and efficient privacy-preserving k-NN for large data sets

Knowledge and Information Systems

Answering similarity queries in peer-to-peer networks

Information Systems

High-dimensional kNN joins with incremental updates

Geoinformatica

Towards optimal indexing for relevance feedback in large image databases

IEEE Transactions on Image Processing

Algorithms for memory hierarchies: advanced lectures

Algorithms for memory hierarchies: advanced lectures

Authenticating kNN query results in data publishing

SDM'07 Proceedings of the 4th VLDB conference on Secure data management

High-dimensional indexing: transformational approaches to high-dimensional range and similarity searches

High-dimensional indexing: transformational approaches to high-dimensional range and similarity searches

Continuous online index tuning in moving object databases

ACM Transactions on Database Systems (TODS)

K-nearest neighbor search for fuzzy objects

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data

Efficient nearest neighbor query based on extended B+-tree in high-dimensional space

Pattern Recognition Letters

Efficient incremental near duplicate detection based on locality sensitive hashing

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I

Clustering of human motions based on feature-level fusion of multiple body sensor data

Proceedings of the 1st ACM International Health Informatics Symposium

Knowledge discovery from 3D human motion streams through semantic dimensional reduction

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

Subspace clustering for indexing high dimensional data: a main memory index based on local reductions and individual multi-representations

Proceedings of the 14th International Conference on Extending Database Technology

TI: an efficient indexing mechanism for real-time search on tweets

Proceedings of the 2011 ACM SIGMOD International Conference on Management of data

Scalable kNN search on vertically stored time series

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

A spatio-temporal approach to the discovery of online social trends

COCOA'11 Proceedings of the 5th international conference on Combinatorial optimization and applications

Indexing text and visual features for WWW images

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

Hierarchical indexing structure for 3d human motions

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I

A new continuous nearest neighbor technique for query processing on mobile environments

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II

Fast nearest neighbor search on road networks

EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology

Distributed similarity estimation using derived dimensions

The VLDB Journal — The International Journal on Very Large Data Bases

ISIS: a new approach for efficient similarity search in sparse databases

DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II

Nearest neighbor search on vertically partitioned high-dimensional data

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery

An access structure for similarity search in metric spaces

EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology

The islands approach to nearest neighbor querying in spatial networks

SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases

High-dimensional similarity search using data-sensitive space partitioning

DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications

Dense Neighborhoods on Affinity Graph

International Journal of Computer Vision

Searching similar trajectories in real time: an effectiveness and efficiency study

WAIM'11 Proceedings of the 2011 international conference on Web-Age Information Management

Analyzing and Visualizing Jump Performance Using Wireless Body Sensors

ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09

Efficient processing of k nearest neighbor joins using MapReduce

Proceedings of the VLDB Endowment

Spatial query processing for fuzzy objects

The VLDB Journal — The International Journal on Very Large Data Bases

A data allocation method for efficient content-based retrieval in parallel multimedia databases

ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking

A comprehensive study of idistance partitioning strategies for kNN queries and high-dimensional data indexing

BNCOD'13 Proceedings of the 29th British National conference on Big Data

Enhancing minimum spanning tree-based clustering by removing density-based outliers

Digital Signal Processing