Fast Nearest Neighbor Search in Medical Image Databases

Optimal multi-step k-nearest neighbor search

SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data

An efficient nearest-neighbour search while varying Euclidean metrics

MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia

Efficient geometry-based similarity search of 3D spatial databases

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)

Influence sets based on reverse nearest neighbor queries

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

Adaptive multi-stage distance join processing

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

Image retrieval using flexible image subblocks

SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2

Vector approximation based indexing for non-uniform high dimensional data sets

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

High performance clustering based on the similarity join

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

Topology matching for fully automatic similarity estimation of 3D shapes

Proceedings of the 28th annual conference on Computer graphics and interactive techniques

Effective nearest neighbor indexing with the euclidean metric

Proceedings of the tenth international conference on Information and knowledge management

Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases

ACM Computing Surveys (CSUR)

Theory of keyblock-based image retrieval

ACM Transactions on Information Systems (TOIS)

Efficient k-NN search on vertically decomposed data

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

Time-parameterized queries in spatio-temporal databases

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

Top-k selection queries over relational databases: Mapping strategies and performance evaluation

ACM Transactions on Database Systems (TODS)

Vulnerabilities in similarity search based systems

Proceedings of the eleventh international conference on Information and knowledge management

Evaluating continuous nearest neighbor queries for streaming time series via pre-fetching

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

Approximation-Based Similarity Search for 3-D Surface Segments

Geoinformatica

An Evaluation of Color-Spatial Retrieval Techniques for Large Image Databases

Multimedia Tools and Applications

Retrieving Similar Shapes Effectively and Efficiently

Multimedia Tools and Applications

Fast and Effective Retrieval of Medical Tumor Shapes

IEEE Transactions on Knowledge and Data Engineering

A Multistep Approach for Shape Similarity Search in Image Databases

IEEE Transactions on Knowledge and Data Engineering

On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'

IEEE Transactions on Knowledge and Data Engineering

SemQuery: Semantic Clustering and Querying on Heterogeneous Features for Visual Data

IEEE Transactions on Knowledge and Data Engineering

High-dimensional nearest neighbor search with remote data centers

Knowledge and Information Systems

Dynamically Optimizing High-Dimensional Index Structures

EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology

Nearest Neighbors Can Be Found Efficiently If the Dimension Is Small Relative to the Input Size

ICDT '03 Proceedings of the 9th 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

Improving Adaptable Similarity Query Processing by Using Approximations

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases

Evaluating Top-k Selection Queries

VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases

What Is the Nearest Neighbor in High Dimensional Spaces?

VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases

Efficient Index Structures for String 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

Approximate Algorithms for Distance-Based Queries in High-Dimensional Data Spaces Using R-Trees

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

Determining the Convex Hull in Large Multidimensional Databases

DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery

Color Image Texture Indexing

VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems

3D Shape Histograms for Similarity Search and Classification in Spatial Databases

SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases

K-Nearest Neighbor Search for Moving Query Point

SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases

Search K Nearest Neighbors on Air

MDM '03 Proceedings of the 4th International Conference on Mobile Data Management

The SH-tree: A Super Hybrid Index Structure for Multidimensional Data

DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications

Fast image retrieval using color-spatial information

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

Efficient retrieval of similar shapes

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

Advanced feature extraction for keyblock-based image retrieval

Information Systems

Properties of Embedding Methods for Similarity Searching in Metric Spaces

IEEE Transactions on Pattern Analysis and Machine Intelligence

External memory data structures

Handbook of massive data sets

Spatial Index on Air

PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications

Warping indexes with envelope transforms for query by humming

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

Using sets of feature vectors for similarity search on voxelized CAD objects

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

Adaptive and Incremental Processing for Distance Join Queries

IEEE Transactions on Knowledge and Data Engineering

Efficient region-based image retrieval

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

Index-driven similarity search in metric spaces (Survey Article)

ACM Transactions on Database Systems (TODS)

Evaluating Refined Queries in Top-k Retrieval Systems

IEEE Transactions on Knowledge and Data Engineering

Optimizing Similarity Search for Arbitrary Length Time Series Queries

IEEE Transactions on Knowledge and Data Engineering

Foundation of the DISIMA Image Query Languages

Multimedia Tools and Applications

Spatial queries in wireless broadcast systems

Wireless Networks - Special issue: Pervasive computing and communications

Monitoring k-Nearest Neighbor Queries over Moving Objects

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

Exact k-NN queries on clustered SVD datasets

Information Processing Letters

Alternative Solutions for Continuous K Nearest Neighbor Queries in Spatial Network Databases

Geoinformatica

Range Nearest-Neighbor Query

IEEE Transactions on Knowledge and Data Engineering

Filter ranking in high-dimensional space

Data & Knowledge Engineering

Nearest and reverse nearest neighbor queries for moving objects

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

High dimensional nearest neighbor searching

Information Systems

A multi-step strategy for approximate similarity search in image databases

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

Efficient processing of complex similarity queries in RDBMS through query rewriting

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management

Fast similarity join for multi-dimensional data

Information Systems

K nearest neighbor search in navigation systems

Mobile Information Systems

Processing partially specified queries over high-dimensional databases

Data & Knowledge Engineering

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

Processing k nearest neighbor queries in location-aware sensor networks

Signal Processing

Continuous nearest neighbor search

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

Voronoi-based K nearest neighbor search for spatial network databases

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

Metric space similarity joins

ACM Transactions on Database Systems (TODS)

Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction

Proceedings of the 2008 ACM SIGMOD international conference on Management of data

Optimal subspace dimensionality for k-nearest-neighbor queries on clustered and dimensionality reduced datasets with SVD

Multimedia Tools and Applications

A novel optimization approach to efficiently process aggregate similarity queries in metric access methods

Proceedings of the 17th ACM conference on Information and knowledge management

Optimal incremental multi-step nearest-neighbor search

Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems

Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases

DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications

Continually answering constraint k-NN queries in unstructured P2P systems

Journal of Computer Science and Technology

Adapting indexing trees to data distribution in feature spaces

Computer Vision and Image Understanding

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

Exact k-NN queries on clustered SVD datasets

Information Processing Letters

Flexible multi-dimensional indexing server for searching non-textual diagnostic annotations

EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications

A framework for rank computation and aggregation in fuzzy environments

INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops

Algorithms for constrained k-nearest neighbor queries over moving object trajectories

Geoinformatica

A shape based approach for biometrical analyses

CompSysTech '09 Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing

Efficient k-nearest neighbor searching in nonordered discrete data spaces

ACM Transactions on Information Systems (TOIS)

Algorithms for memory hierarchies: advanced lectures

Algorithms for memory hierarchies: advanced lectures

Processing distance-based queries in multidimensional data spaces using R-trees

PCI'01 Proceedings of the 8th Panhellenic conference on Informatics

Managing and searching distributed multidimensional annotations with large scale image data

MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining

Answering constrained k-NN queries in unstructured P2P systems

DBISP2P'05/06 Proceedings of the 2005/2006 international conference on Databases, information systems, and peer-to-peer computing

Generalizing the optimality of multi-step k-nearest neighbor query processing

SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases

Effectiveness of optimal incremental multi-step nearest neighbor search

Expert Systems with Applications: An International Journal

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

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

Automated data discovery in similarity score queries

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

K-nearest neighbor search for fuzzy objects

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

Instant code clone search

Proceedings of the eighteenth ACM SIGSOFT international symposium on Foundations of software engineering

Towards evaluating GRASIM for ontology-based data matching

OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II

Retrieval by content of medical images using texture for tissue identification

CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems

A fast pivot-based indexing algorithm for metric spaces

Pattern Recognition Letters

Scalable kNN search on vertically stored time series

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

Probabilistic time consistent queries over moving objects

SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management

Approximate all nearest neighbor search for high dimensional entropy estimation for image registration

Signal Processing

Finding data broadness via generalized nearest neighbors

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

Nearest neighbor search on vertically partitioned high-dimensional data

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

VA-files vs. r*-trees in distance join queries

ADBIS'05 Proceedings of the 9th East European conference on Advances in Databases and Information Systems

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

Dense Neighborhoods on Affinity Graph

International Journal of Computer Vision

Spatial query processing for fuzzy objects

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

Probabilistic ranking in fuzzy object databases

Proceedings of the 21st ACM international conference on Information and knowledge management

QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases

Information Sciences: an International Journal

DBCURE-MR: An efficient density-based clustering algorithm for large data using MapReduce

Information Systems