A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces

Architecture of a networked image search and retrieval system

Proceedings of the eighth international conference on Information and knowledge management

Indexing the edges—a simple and yet efficient approach to high-dimensional indexing

PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

LOF: identifying density-based local outliers

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

Approximating multi-dimensional aggregate range queries over real attributes

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

The IGrid index: reversing the dimensionality curse for similarity indexing in high dimensional space

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

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

Index interpolation: an approach to subsequence matching supporting normalization transform in time-series databases

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)

Modeling high-dimensional index structures using sampling

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Scalable integrated region-based image retrieval using IRM and statistical clustering

Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries

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

Adaptive nearest neighbor search for relevance feedback in large image databases

MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia

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

Efficient processing of conical queries

Proceedings of the tenth international conference on Information and knowledge management

Effective nearest neighbor indexing with the euclidean metric

Proceedings of the tenth international conference on Information and knowledge management

Efficient and robust feature extraction and pattern matching of time series by a lattice structure

Proceedings of the tenth international conference on Information and knowledge management

Searching in metric spaces

ACM Computing Surveys (CSUR)

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

ACM Computing Surveys (CSUR)

Towards effective and interpretable data mining by visual interaction

ACM SIGKDD Explorations Newsletter

A subsequence matching algorithm supporting moving average transform of arbitrary order in time-series databases using index interpolation

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

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

General match: a subsequence matching method in time-series databases based on generalized windows

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

The design of a retrieval technique for high-dimensional data on tertiary storage

ACM SIGMOD Record

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

A retrieval technique for high-dimensional data and partially specified queries

Data & Knowledge Engineering

Image indexing and retrieval using signature trees

Data & Knowledge Engineering

Parallel Mining of Outliers in Large Database

Distributed and Parallel Databases

Multilevel Filtering for High-Dimensional Image Data: Why and How

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

Clustering for Approximate Similarity Search in High-Dimensional Spaces

IEEE Transactions on Knowledge and Data Engineering

Fast hierarchical clustering and its validation

Data & Knowledge Engineering

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

Trading Quality for Time with Nearest Neighbor Search

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

An Efficient Incremental Lower Bound Approach for Solving Approximate Nearest-Neighbor Problem of Complex Vague Queries

FQAS '02 Proceedings of the 5th International Conference on Flexible Query Answering Systems

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

Compressing the Index - A Simple and yet Efficient Approximation Approach to High-Dimensional Indexing

WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management

Similarity Search in High Dimensions via Hashing

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

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

Contrast Plots and P-Sphere Trees: Space vs. Time in Nearest Neighbour Searches

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

Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces

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

Indexing the Distance: An Efficient Method to KNN Processing

Proceedings of the 27th International Conference on Very Large Data Bases

Fast Evaluation Techniques for Complex Similarity Queries

Proceedings of the 27th International Conference on Very Large Data Bases

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 New High-Dimensional Index Structure Using a Cell-Based Filtering Technique

ADBIS-DASFAA '00 Proceedings of the East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications: Current Issues in Databases and Information Systems

Infrastructure for Information Spaces

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

Compression Techniques Based on Concave Cluster Geometries for Efficient High-Dimensional Nearest Neighbor Retrieval

EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers

Towards Enhanced Compression Techniques for Efficient High-Dimensional Similarity Search in Multimedia Databases

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

The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries

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 Partitioning for Efficient I/O in Spatial Databases

Euro-Par '01 Proceedings of the 7th International Euro-Par Conference Manchester on Parallel Processing

Interactive-Time Similarity Search for Large Image Collections Using Parallel VA-Files

ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries

Yoda: An Accurate and Scalable Web-Based Recommendation System

CooplS '01 Proceedings of the 9th International Conference on Cooperative 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

Performance Analysis of Database Systems

Performance Evaluation: Origins and Directions

An Adaptive Index Structure for High-Dimensional Similarity Search

PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

A Fast Descriptor Matching Algorithm for Exhaustive Search in Large Databases

PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

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

Region proximity in metric spaces and its use for approximate similarity search

ACM Transactions on Information Systems (TOIS)

Spatial indexing of high-dimensional data based on relative approximation

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

pSearch: information retrieval in structured overlays

ACM SIGCOMM Computer Communication Review

Similarity measure and instance selection for collaborative filtering

WWW '03 Proceedings of the 12th international conference on World Wide Web

Spatial queries in dynamic environments

ACM Transactions on Database Systems (TODS)

Managing and analyzing massive data sets with data cubes

Handbook of massive data sets

A distance-based packing method for high dimensional data

ADC '03 Proceedings of the 14th Australasian database conference - Volume 17

Peer-to-peer information retrieval using self-organizing semantic overlay networks

Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications

Location-based spatial queries

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

Contorting high dimensional data for efficient main memory KNN processing

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

Iterative spatial join

ACM Transactions on Database Systems (TODS)

Kernel VA-files for relevance feedback retrieva

MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases

Bitmap indexing method for complex similarity queries with relevance feedback

MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases

Robust content-based image searches for copyright protection

MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases

An Efficient Technique for Nearest-Neighbor Query Processing on the SPY-TEC

IEEE Transactions on Knowledge and Data Engineering

Approximate searches: k-neighbors + precision

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Efficient region-based image retrieval

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

High dimensional reverse nearest neighbor 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)

Image Navigation: A Massively Interactive Model for Similarity Retrieval of Images

International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval

Center-based indexing in vector and metric spaces

Fundamenta Informaticae

Fast retrieval of high-dimensional feature vectors in P2P networks using compact peer data summaries

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval

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

A Subsequence Matching Algorithm that Supports Normalization Transform in Time-Series Databases

Data Mining and Knowledge Discovery

Dynamic query tools for time series data sets: timebox widgets for interactive exploration

Information Visualization

Locality-sensitive hashing scheme based on p-stable distributions

SCG '04 Proceedings of the twentieth annual symposium on Computational geometry

Efficient Semantic-Based Content Search in P2P Network

IEEE Transactions on Knowledge and Data Engineering

Robust Object Recognition in Images and the Related Database Problems

Multimedia Tools and Applications

Indexing spatio-temporal trajectories with Chebyshev polynomials

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

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

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

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

Image Retrieval from the World Wide Web: Issues, Techniques, and Systems

ACM Computing Surveys (CSUR)

The IOC algorithm: efficient many-class non-parametric classification for high-dimensional data

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

An Efficient Cost Model for Optimization of Nearest Neighbor Search in Low and Medium Dimensional Spaces

IEEE Transactions on Knowledge and Data Engineering

Localized signature table: fast similarity search on transaction data

Proceedings of the thirteenth ACM international conference on Information and knowledge management

Multi-vector feature space based on pseudo-euclidean space and oblique basis for similarity searches of images

Proceedings of the 1st international workshop on Computer vision meets databases

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

Data & Knowledge Engineering

Decoupling partitioning and grouping: Overcoming shortcomings of spatial indexing with bucketing

ACM Transactions on Database Systems (TODS)

CVA file: an index structure for high-dimensional datasets

Knowledge and Information Systems

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

IEEE Transactions on Knowledge and Data Engineering

Elastic Translation Invariant Matching of Trajectories

Machine Learning

Compressing Bitmap Indices by Data Reorganization

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

Fast Approximate Similarity Search in Extremely High-Dimensional Data Sets

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

Selectivity estimators for multidimensional range queries over real attributes

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

LSH forest: self-tuning indexes for similarity search

WWW '05 Proceedings of the 14th international conference on World Wide Web

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

Data & Knowledge Engineering

Optimal data-space partitioning of spatial data for parallel I/O

Distributed and Parallel Databases

The PN-tree: a parallel and distributed multidimensional index

Distributed and Parallel Databases

Kernel Vector Approximation Files for Relevance Feedback Retrieval in Large Image Databases

Multimedia Tools and Applications

FTW: fast similarity search under the time warping distance

Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Robust and fast similarity search for moving object trajectories

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

Query-sensitive embeddings

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

Similarity evaluation on tree-structured data

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

Compact colour descriptors for colour-based image retrieval

Signal Processing - Special section on content-based image and video retrieval

Performance bottleneck in time-series subsequence matching

Proceedings of the 2005 ACM symposium on Applied computing

Illustrating the curse of dimensionality numerically through different data distribution models

ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies

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)

DDR: an index method for large time-series datasets

Information Systems

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

Location based placement of whole distributed systems

CoNEXT '05 Proceedings of the 2005 ACM conference on Emerging network experiment and technology

Range Nearest-Neighbor Query

IEEE Transactions on Knowledge and Data Engineering

Toward Efficient Multifeature Query Processing

IEEE Transactions on Knowledge and Data Engineering

A space-partitioning-based indexing method for multidimensional non-ordered discrete data spaces

ACM Transactions on Information Systems (TOIS)

KDX: An Indexer for Support Vector Machines

IEEE Transactions on Knowledge and Data Engineering

Dynamic indexing for multidimensional non-ordered discrete data spaces using a data-partitioning approach

ACM Transactions on Database Systems (TODS)

On the use of Human-Computer Interaction for Projected Nearest Neighbor Search

Data Mining and Knowledge Discovery

Filter ranking in high-dimensional space

Data & Knowledge Engineering

Continuous query processing in data streams using duality of data and queries

Proceedings of the 2006 ACM SIGMOD international conference on Management of data

A non-linear dimensionality-reduction technique for fast similarity search in large databases

Proceedings of the 2006 ACM SIGMOD international conference on Management of data

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

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

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

Optimizing progressive query-by-example over pre-clustered large image databases

Proceedings of the 2nd international workshop on Computer vision meets databases

Persistent clustered main memory index for accelerating k-NN queries on high dimensional datasets

Proceedings of the 2nd international workshop on Computer vision meets databases

Indexing schemes for similarity search: an illustrated paradigm

Fundamenta Informaticae

Indexing for function approximation

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

Similarity search: a matching based approach

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

HISA: a query system bridging the semantic gap for large image databases

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

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

Theory of nearest neighbors indexability

ACM Transactions on Database Systems (TODS)

Quantizing time series for efficient similarity search under time warping

ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology

Quantizing time series for efficient subsequence matching

DBA'06 Proceedings of the 24th IASTED international conference on Database and applications

A hierarchical bitmap indexing method for content based multimedia retrieval

IMSA'06 Proceedings of the 24th IASTED international conference on Internet and multimedia systems and applications

Access Structures for Angular Similarity Queries

IEEE Transactions on Knowledge and Data Engineering

Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval

IEEE Transactions on Knowledge and Data Engineering

Efficient filtering with sketches in the ferret toolkit

MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval

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

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

pPOP: Fast yet accurate parallel hierarchical clustering using partitioning

Data & Knowledge Engineering

Query-sensitive embeddings

ACM Transactions on Database Systems (TODS)

An efficient indexing structure for content based multimedia retrieval with relevance feedback

Proceedings of the 2007 ACM symposium on Applied computing

Sizing sketches: a rank-based analysis for similarity search

Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems

The Concentration of Fractional Distances

IEEE Transactions on Knowledge and Data Engineering

Learning for efficient retrieval of structured data with noisy queries

Proceedings of the 24th international conference on Machine learning

A local-density based spatial clustering algorithm with noise

Information Systems

Adaptive similarity search in streaming time series with sliding windows

Data & Knowledge Engineering

Principles of hash-based text retrieval

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

Similarity Measure and Instance Selection for Collaborative Filtering

International Journal of Electronic Commerce

Interactive high-dimensional index for large Chinese calligraphic character databases

ACM Transactions on Asian Language Information Processing (TALIP)

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

Unified framework for fast exact and approximate search in dissimilarity spaces

ACM Transactions on Database Systems (TODS)

Using multiple indexes for efficient subsequence matching in time-series databases

Information Sciences: an International Journal

A graph-based clustering algorithm in large transaction databases

Intelligent Data Analysis

Efficient high-dimensional indexing by sorting principal component

Pattern Recognition Letters

Composite distance transformation for indexing and k-nearest-neighbor searching in high-dimensional spaces

Journal of Computer Science and Technology

The ND-tree: a dynamic indexing technique for multidimensional non-ordered discrete data spaces

VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29

Indexing large human-motion databases

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

On the marriage of Lp-norms and edit distance

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

BoostMap: An Embedding Method for Efficient Nearest Neighbor Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence

Ranked subsequence matching in time-series databases

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

Multi-probe LSH: efficient indexing for high-dimensional similarity search

VLDB '07 Proceedings of the 33rd 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

Similar sequence matching supporting variable-length and variable-tolerance continuous queries on time-series data stream

Information Sciences: an International Journal

Comparison of image similarity queries in P2P systems

Computer Communications

Content-based image retrieval from a large image database

Pattern Recognition

Indexing high-dimensional data in dual distance spaces: a symmetrical encoding approach

EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology

The TS-tree: efficient time series search and retrieval

EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology

SDI: a swift tree structure for multi-dimensional data indexing in peer-to-peer networks

Proceedings of the 2nd international conference on Scalable information systems

Persistent clustered main memory index for accelerating k-NN queries on high dimensional datasets

Multimedia Tools and Applications

Angle-based space partitioning for efficient parallel skyline computation

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

Approximate embedding-based subsequence matching of time series

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

Hierarchical clustering for OLAP: the CUBE File approach

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

A multi-resolution surface distance model for k-NN query processing

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

Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces

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

Fast identification of visual documents using local descriptors

Proceedings of the eighth ACM symposium on Document engineering

Improving efficiency and effectiveness of the image distortion model

Pattern Recognition Letters

A survey of browsing models for content based image retrieval

Multimedia Tools and Applications

Generating High Dimensional Data and Query Sets

SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science

Outlier Detection with Kernel Density Functions

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

Efficiently Monitoring Nearest Neighbors to a Moving Object

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

The Hyperdatabase Project --- From the Vision to Realizations

BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge

Efficient Processing of Nearest Neighbor Queries in Parallel Multimedia Databases

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

Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions

ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning

What's wrong with high-dimensional similarity search?

Proceedings of the VLDB Endowment

Efficient search for the top-k probable nearest neighbors in uncertain databases

Proceedings of the VLDB Endowment

Challenges and techniques for effective and efficient similarity search in large video databases

Proceedings of the VLDB Endowment

Modeling LSH for performance tuning

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

High-dimensional descriptor indexing for large multimedia databases

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

A metric cache for similarity search

Proceedings of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval

A posteriori multi-probe locality sensitive hashing

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

Locality condensation: a new dimensionality reduction method for image retrieval

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

Approximate similarity search in metric spaces using inverted files

Proceedings of the 3rd international conference on Scalable information systems

An efficient indexing structure for multimedia data

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

Kernel Based Approach for High Dimensional Heterogeneous Image Features Management in CBIR Context

ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems

Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering

ACM Transactions on Knowledge Discovery from Data (TKDD)

Approximate similarity search: A multi-faceted problem

Journal of Discrete Algorithms

Approximate Retrieval with HiPeR: Application to VA-Hierarchies

MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling

Bounded coordinate system indexing for real-time video clip search

ACM Transactions on Information Systems (TOIS)

Caching content-based queries for robust and efficient image retrieval

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

An index and retrieval framework integrating perceptive features and semantics for multimedia databases

Multimedia Tools and Applications

Dimensionality reduction for similarity search with the Euclidean distance in high-dimensional applications

Multimedia Tools and Applications

A secure framework exploiting content guided and automated algorithms for real time video searching

Multimedia Tools and Applications

A Unified Indexing Structure for Efficient Cross-Media Retrieval

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

Dimension-Specific Search for Multimedia Retrieval

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

Speed up interactive image retrieval

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

Faster retrieval with a two-pass dynamic-time-warping lower bound

Pattern Recognition

Quality and efficiency in high dimensional nearest neighbor search

Proceedings of the 2009 ACM SIGMOD International Conference on Management of data

Searching High-Dimensional Neighbours: CPU-Based Tailored Data-Structures Versus GPU-Based Brute-Force Method

MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques

MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions

SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management

Towards solving similarity search problems using fuzzy concept for multi-dimensional data

Proceedings of the 47th Annual Southeast Regional Conference

Robust Adaptable Video Copy Detection

SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases

Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

A Web-Based Search Engine for Chinese Calligraphic Manuscript Images

ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning

On Index-Free Similarity Search in Metric Spaces

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications

Applying Electromagnetic Field Theory Concepts to Clustering with Constraints

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I

Efficient Similarity Search by Reducing I/O with Compressed Sketches

SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications

Curse of Dimensionality in Pivot Based Indexes

SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications

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

Distributed and Parallel Databases

An efficient high-dimensional indexing method for content-based retrieval in large image databases

Image Communication

Evaluating top-k queries over incomplete data streams

Proceedings of the 18th ACM conference on Information and knowledge management

A pattern similarity scheme for medical image retrieval

IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics

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

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

Adapting indexing trees to data distribution in feature spaces

Computer Vision and Image Understanding

Sorting improves word-aligned bitmap indexes

Data & Knowledge Engineering

Capacity/storage tradeoff in high-dimensional identification systems

IEEE Transactions on Information Theory

Similarity search on Bregman divergence: towards non-metric indexing

Proceedings of the VLDB Endowment

Searching methods for biometric identification systems: fundamental limits

ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 4

Speeding up the similarity search in high-dimensional image database by multiscale filtering and dynamic programming

Image and Vision Computing

An incremental clustering scheme for data de-duplication

Data Mining and Knowledge Discovery

High-dimensional kNN joins with incremental updates

Geoinformatica

Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space

Knowledge and Information Systems

Towards optimal indexing for relevance feedback in large image databases

IEEE Transactions on Image Processing

Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features

SIBGRAPI-TUTORIALS '09 Proceedings of the 2009 Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing

Optimal distance bounds for fast search on compressed time-series query logs

ACM Transactions on the Web (TWEB)

An information retrieval approach to predicting meteorological data

International Journal of Modelling and Simulation

QbS: searching for known images using user-drawn sketches

Proceedings of the international conference on Multimedia information retrieval

Algorithms for memory hierarchies: advanced lectures

Algorithms for memory hierarchies: advanced lectures

Simulated evaluation of faceted browsing based on feature selection

Multimedia Tools and Applications

Reducing non-determinism of k-NN searching in non-ordered discrete data spaces

Information Processing Letters

Aspects of adaptivity in P2P information retrieval

AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback

Quantization techniques for similarity search in high-dimensional data spaces

BNCOD'03 Proceedings of the 20th British national conference on Databases

Robust content-based video copy identification in a large reference database

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval

Fast search in large-scale image database using vector quantization

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval

LINP: supporting similarity search in unstructured peer-to-peer networks

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management

An efficient spatial search method based on SG-tree

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management

Fusion coding of correlated sources for storage and selective retrieval

IEEE Transactions on Signal Processing

Scalable indexing for perceptual data

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

ISIS and OSIRIS: a process-based digital library application on top of a distributed process support middleware

DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development

Texture representation and retrieval using the causal autoregressive model

VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems

Construction of tree-based indexes for level-contiguous buffering support

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications

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

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

Efficient and accurate nearest neighbor and closest pair search in high-dimensional space

ACM Transactions on Database Systems (TODS)

Similarity search and locality sensitive hashing using ternary content addressable memories

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

K-nearest neighbor search for fuzzy objects

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

Indexing high-dimensional data for main-memory similarity search

Information Systems

TF-Tree: an interactive and efficient retrieval of Chinese calligraphic manuscript images based on triple features

Proceedings of the ACM International Conference on Image and Video Retrieval

Enabling search services on outsourced private spatial data

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

Invited paper: Visualizing search results and document collections using topic maps

Web Semantics: Science, Services and Agents on the World Wide Web

Self-taught hashing for fast similarity search

Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval

Online discovery and maintenance of time series motifs

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

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

Pattern Recognition Letters

Exact indexing for massive time series databases under time warping distance

Data Mining and Knowledge Discovery

Texture representation and retrieval using the causal autoregressive model

Journal of Visual Communication and Image Representation

Boosting Clustering by Active Constraint Selection

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

Dimension reduction for distance-based indexing

Proceedings of the Third International Conference on SImilarity Search and APplications

Approximate and probabilistic methods

SIGSPATIAL Special

Generalizing prefix filtering to improve set similarity joins

Information Systems

On the impact of flash SSDs on spatial indexing

Proceedings of the Sixth International Workshop on Data Management on New Hardware

Fast Discovery of Group Lag Correlations in Streams

ACM Transactions on Knowledge Discovery from Data (TKDD)

The gist of everything new: personalized top-k processing over web 2.0 streams

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

Subspace similarity search: efficient k-NN queries in arbitrary subspaces

SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management

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

iPoc: a polar coordinate based indexing method for nearest neighbor search in high dimensional space

WAIM'10 Proceedings of the 11th international conference on Web-age information management

Data structures for accelerating Tanimoto queries on real valued vectors

WABI'10 Proceedings of the 10th international conference on Algorithms in bioinformatics

An efficient algorithm for reverse furthest neighbors query with metric index

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

Efficient confident search in large review corpora

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II

Large scale rich media information search

PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II

Towards improving a similarity search approach

Proceedings of the 48th Annual Southeast Regional Conference

Finding the Nearest Neighbors in Biological Databases Using Less Distance Computations

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Transforming range queries to equivalent box queries to optimize page access

Proceedings of the VLDB Endowment

Original paper: A novel profile based model for virtual representation of quasi-symmetric plant organs

Computers and Electronics in Agriculture

A disk-aware algorithm for time series motif discovery

Data Mining and Knowledge Discovery

Fast k-NN classifier for documents based on a graph structure

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications

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

Real-time approximate Range Motif discovery & data redundancy removal algorithm

Proceedings of the 14th International Conference on Extending Database Technology

Indexing methods for approximate dictionary searching: Comparative analysis

Journal of Experimental Algorithmics (JEA)

On nonmetric similarity search problems in complex domains

ACM Computing Surveys (CSUR)

ATLAS: a probabilistic algorithm for high dimensional similarity search

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

Effective data co-reduction for multimedia similarity search

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

Locality sensitive hashing for sampling-based algorithms in association rule mining

Expert Systems with Applications: An International Journal

Lower bounds on performance of metric tree indexing schemes for exact similarity search in high dimensions

Proceedings of the Fourth International Conference on SImilarity Search and APplications

A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiers

Proceedings of the Fourth International Conference on SImilarity Search and APplications

Efficient histogram-based similarity search in ultra-high dimensional space

DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II

Probabilistic and interactive retrieval of chinese calligraphic character images based on multiple features

DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I

Embedding-based subsequence matching in time-series databases

ACM Transactions on Database Systems (TODS)

Composite hashing with multiple information sources

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval

Fast locality-sensitive hashing

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

Scalable kNN search on vertically stored time series

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

Efficient processing of multiple DTW queries in time series databases

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

Efficient approximate similarity search using random projection learning

WAIM'11 Proceedings of the 12th international conference on Web-age information management

Effective monitoring by efficient fingerprint matching using a forest of NAQ-trees

Journal of Intelligent Information Systems

Variable granularity space filling curve for indexing multidimensional data

ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems

Adaptive parallel approximate similarity search for responsive multimedia retrieval

Proceedings of the 20th ACM international conference on Information and knowledge management

Matching query processing in high-dimensional space

Proceedings of the 20th ACM international conference on Information and knowledge management

Regarding the temporal requirements of a hierarchical Willshaw network

Neural Networks

Indexing text and visual features for WWW images

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

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

Fast answering k-nearest-neighbor queries over large image databases using dual distance transformation

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

Minimizing the search space for shape retrieval algorithms

ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences

A fast directed tree based neighborhood clustering algorithm for image segmentation

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II

Fast GPU-based locality sensitive hashing for k-nearest neighbor computation

Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems

Using multiple indexes for efficient subsequence matching in time-series databases

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications

Similarity search in transaction databases with a two-level bounding mechanism

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications

An index structure for parallel processing of multidimensional data

WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management

Indexing structures for content-based retrieval of large image databases: a review

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology

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

Trading precision for speed: localised similarity functions

CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval

Improving constrained clustering with active query selection

Pattern Recognition

A partitioning method for high dimensional data

Proceedings of the 4th International Conference on Uniquitous Information Management and Communication

Fast nearest neighbor search on road networks

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

Approximation techniques to enable dimensionality reduction for voronoi-based nearest neighbor search

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

On fast non-metric similarity search by metric access methods

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

Indexing spatially sensitive distance measures using multi-resolution lower bounds

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

Indexing incomplete databases

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

Content based image retrieval based on a nonlinear similarity model

ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I

An efficient search algorithm for high-dimensional indexing using cell based MBR

ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I

An efficient clustering and indexing approach over large video sequences

PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing

Speeding up complex video copy detection queries

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

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

Cross-language high similarity search: why no sub-linear time bound can be expected

ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval

Accelerating video identification by skipping queries with a compact metric cache

ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part IV

An index-based method for timestamped event sequence matching

DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications

Nearest neighbor search on vertically partitioned high-dimensional data

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

The hyperdatabase network – new middleware for searching and maintaining the information space

SOFSEM'05 Proceedings of the 31st international conference on Theory and Practice of Computer Science

Roogle: supporting efficient high-dimensional range queries in p2p systems

Euro-Par'06 Proceedings of the 12th international conference on Parallel Processing

A neighborhood-based clustering algorithm

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

SketchIt: basketball video retrieval using ball motion similarity

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II

Indexing issues in supporting similarity searching

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II

A new indexing method for high dimensional dataset

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications

An efficient phantom protection method for multi-dimensional index structures

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications

Relation-collapse: an optimisation technique for the similarity algebra SA

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

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

Selectivity estimation of high dimensional window queries via clustering

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

A service-oriented grid infrastructure for multimedia management and search

DELOS'04 Proceedings of the 6th Thematic conference on Peer-to-Peer, Grid, and Service-Orientation in Digital Library Architectures

Face retrieval in broadcasting news video by fusing temporal and intensity information

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval

Multidimensional descriptor indexing: exploring the bitmatrix

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval

Semantics supervised cluster-based index for video databases

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval

Hypersphere indexer

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

High-dimensional similarity search using data-sensitive space partitioning

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

An effective method for approximating the euclidean distance in high-dimensional space

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

Search support in data management systems

Data Management in a Connected World

Analogy-based reasoning in classifier construction

Transactions on Rough Sets IV

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

Putting the user in the loop: visual resource discovery

AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback

Modified geometric hashing for face database indexing

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence

Is simhash achilles?

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology

Pivot selection: Dimension reduction for distance-based indexing

Journal of Discrete Algorithms

MUD: Mapping-based query processing for high-dimensional uncertain data

Information Sciences: an International Journal

DuoWave: Mitigating the curse of dimensionality for uncertain data

Data & Knowledge Engineering

SIMP: accurate and efficient near neighbor search in high dimensional spaces

Proceedings of the 15th International Conference on Extending Database Technology

Efficient probabilistic image retrieval based on a mixed feature model

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications

Distributed KNN-graph approximation via hashing

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval

Hierarchical graph-based media content representation for real time search in large scale multmedia databases

Machine Graphics & Vision International Journal - Special issue on Image Databases

Similarity caching in large-scale image retrieval

Information Processing and Management: an International Journal

Indexing Schemes for Similarity Search: an Illustrated Paradigm

Fundamenta Informaticae

Center-Based Indexing in Vector and Metric Spaces

Fundamenta Informaticae

Spatial query processing for fuzzy objects

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

A survey on unsupervised outlier detection in high-dimensional numerical data

Statistical Analysis and Data Mining

On the usage of clustering for content based image retrieval

CSR'07 Proceedings of the Second international conference on Computer Science: theory and applications

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

Dimensionality reduction in high-dimensional space for multimedia information retrieval

DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications

Efficient distributed locality sensitive hashing

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

GMM-ClusterForest: a novel indexing approach for multi-features based similarity search in high-dimensional spaces

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II

Nested Partitions Properties for Spatial Content Image Retrieval

International Journal of Digital Library Systems

Nonnegative sparse coding induced hashing for image copy detection

Neurocomputing

Dual local consistency hashing with discriminative projections selection

Signal Processing

Least square regularized spectral hashing for similarity search

Signal Processing

Inter-media hashing for large-scale retrieval from heterogeneous data sources

Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data

Effective hashing for large-scale multimedia search

Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium

Indexing RFID data using the VG-curve

ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124

Semantic hashing using tags and topic modeling

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval

Nearest group queries

Proceedings of the 25th International Conference on Scientific and Statistical Database Management

Image search—from thousands to billions in 20 years

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012

Parallel multi-dimensional range query processing with R-trees on GPU

Journal of Parallel and Distributed Computing

Locality sensitive hashing revisited: filling the gap between theory and algorithm analysis

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

A Content-Based Approach to Medical Images Retrieval

International Journal of Healthcare Information Systems and Informatics

Approximate high-dimensional nearest neighbor queries using R-forests

Proceedings of the 17th International Database Engineering & Applications Symposium

Hypergraph Spectral Hashing for image retrieval with heterogeneous social contexts

Neurocomputing

Geodetic distance queries on r-trees for indexing geographic data

SSTD'13 Proceedings of the 13th international conference on Advances in Spatial and Temporal Databases

PL-Tree: an efficient indexing method for high-dimensional data

SSTD'13 Proceedings of the 13th international conference on Advances in Spatial and Temporal Databases

Top-k publish-subscribe for social annotation of news

Proceedings of the VLDB Endowment

Visual word spatial arrangement for image retrieval and classification

Pattern Recognition

QuEval: beyond high-dimensional indexing à la carte

Proceedings of the VLDB Endowment

A framework for selection and fusion of pattern classifiers in multimedia recognition

Pattern Recognition Letters

A multi-dimensional index structure based on improved VA-file and CAN in the cloud

International Journal of Automation and Computing

Energy-efficient filtering for skyline queries in cluster-based sensor networks

Computers and Electrical Engineering