A Fast k Nearest Neighbor Finding Algorithm Based on the Ordered Partition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A randomized algorithm for closest-point queries
SIAM Journal on Computing
An O(n log n) algorithm for the all-nearest-neighbors problem
Discrete & Computational Geometry
Strategies for efficient incremental nearest neighbor search
Pattern Recognition
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Voronoi diagrams—a survey of a fundamental geometric data structure
ACM Computing Surveys (CSUR)
Separator based parallel divide and conquer in computational geometry
SPAA '92 Proceedings of the fourth annual ACM symposium on Parallel algorithms and architectures
Generation and search of clustered files
ACM Transactions on Database Systems (TODS)
An Algorithm for Finding Best Matches in Logarithmic Expected Time
ACM Transactions on Mathematical Software (TOMS)
Data Structures for Range Searching
ACM Computing Surveys (CSUR)
Multidimensional divide-and-conquer
Communications of the ACM
Some approaches to best-match file searching
Communications of the ACM
Ranger: a tool for nearest neighbor search in high dimensions
SCG '93 Proceedings of the ninth annual symposium on Computational geometry
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distance-based indexing for high-dimensional metric spaces
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Nearest neighbor queries in metric spaces
STOC '97 Proceedings of the twenty-ninth annual ACM symposium on Theory of computing
CiteSeer: an automatic citation indexing system
Proceedings of the third ACM conference on Digital libraries
Approximate nearest neighbors: towards removing the curse of dimensionality
STOC '98 Proceedings of the thirtieth annual ACM symposium on Theory of computing
Effective nearest neighbors searching on the hyper-cube, with applications to molecular clustering
Proceedings of the fourteenth annual symposium on Computational geometry
AGENTS '98 Proceedings of the second international conference on Autonomous agents
International Journal of Computer Vision
Efficient algorithms for geometric optimization
ACM Computing Surveys (CSUR)
A lower bound on the complexity of approximate nearest-neighbor searching on the Hamming cube
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
Fast hierarchical clustering and other applications of dynamic closest pairs
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Indexing large metric spaces for similarity search queries
ACM Transactions on Database Systems (TODS)
Locally lifting the curse of dimensionality for nearest neighbor search (extended abstract)
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
Fast hierarchical clustering and other applications of dynamic closest pairs
Journal of Experimental Algorithmics (JEA)
Classification with Nonmetric Distances: Image Retrieval and Class Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical filtering method for content-based music retrieval via acoustic input
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Best-Match Retrieval for Structured Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
ACM Computing Surveys (CSUR)
Finding nearest neighbors in growth-restricted metrics
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Searching in metric spaces with user-defined and approximate distances
ACM Transactions on Database Systems (TODS)
How to improve the pruning ability of dynamic metric access methods
Proceedings of the eleventh international conference on Information and knowledge management
Efficient Near Neighbor Searching Using Multi-Indexes for Content-Based Multimedia Data Retrieval
Multimedia Tools and Applications
Fixed Queries Array: A Fast and Economical Data Structure for Proximity Searching
Multimedia Tools and Applications
High Dimensional Similarity Joins: Algorithms and Performance Evaluation
IEEE Transactions on Knowledge and Data Engineering
Fast Indexing and Visualization of Metric Data Sets using Slim-Trees
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shock-Based Indexing into Large Shape Databases
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Non-hierarchical Clustering with Rival Penalized Competitive Learning for Information Retrieval
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Near Neighbor Search in Large Metric Spaces
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Symmetric Nearest Neighbor Learning Rule
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Flexible Similarity Assessment for XML Documents Based on XQL and Java Reflection
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Efficient Image Retrieval through Vantage Objects
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Dynamic vp-tree indexing for n-nearest neighbor search given pair-wise distances
The VLDB Journal — The International Journal on Very Large Data Bases
Searching in metric spaces by spatial approximation
The VLDB Journal — The International Journal on Very Large Data Bases
An Optimized Interaction Strategy for Bayesian Relevance Feedback
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
D-Index: Distance Searching Index for Metric Data Sets
Multimedia Tools and Applications
Pivot selection techniques for proximity searching in metric spaces
Pattern Recognition Letters
Improved search heuristics for the sa-tree
Pattern Recognition Letters
Kernel VA-files for relevance feedback retrieva
MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
Index-driven similarity search in metric spaces (Survey Article)
ACM Transactions on Database Systems (TODS)
Center-based indexing in vector and metric spaces
Fundamenta Informaticae
Matching Spatial Relations Using db-Tree for Image Retrieval
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Online event-driven subsequence matching over financial data streams
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Antipole Tree Indexing to Support Range Search and K-Nearest Neighbor Search in Metric Spaces
IEEE Transactions on Knowledge and Data Engineering
Kernel Vector Approximation Files for Relevance Feedback Retrieval in Large Image Databases
Multimedia Tools and Applications
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
On Optimizing Distance-Based Similarity Search for Biological Databases
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Exploiting distance coherence to speed up range queries in metric indexes
Information Processing Letters
Structural Periodic Measures for Time-Series Data
Data Mining and Knowledge Discovery
Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform
Proceedings of the thirty-eighth annual ACM symposium on Theory of computing
Improvements of TLAESA nearest neighbour search algorithm and extension to approximation search
ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
Indexing schemes for similarity search: an illustrated paradigm
Fundamenta Informaticae
Reference-based indexing of sequence databases
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
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
M-Grid: similarity searching in grid
P2PIR '06 Proceedings of the international workshop on Information retrieval in peer-to-peer networks
Scaling distributional similarity to large corpora
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Engineering efficient metric indexes
Pattern Recognition Letters
A case-based reasoning system for PCB principal process parameter identification
Expert Systems with Applications: An International Journal
Distributed computation of the knn graph for large high-dimensional point sets
Journal of Parallel and Distributed Computing
DBM*-Tree: an efficient metric access method
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
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
SASE: implementation of a compressed text search engine
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
The VLDB Journal — The International Journal on Very Large Data Bases
Indexing schemes for similarity search in datasets of short protein fragments
Information Systems
Unified framework for fast exact and approximate search in dissimilarity spaces
ACM Transactions on Database Systems (TODS)
Novel approaches for small biomolecule classification and structural similarity search
ACM SIGKDD Explorations Newsletter - Special issue on data mining for health informatics
t-Spanners for metric space searching
Data & Knowledge Engineering
BoostMap: An Embedding Method for Efficient Nearest Neighbor Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficiently answering top-k typicality queries on large databases
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Indexing moving objects based on 2 n index tree
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
ACM Transactions on Database Systems (TODS)
Reference-based indexing for metric spaces with costly distance measures
The VLDB Journal — The International Journal on Very Large Data Bases
Nearest neighbor search methods for handshape recognition
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Fast nearest neighbor retrieval for bregman divergences
Proceedings of the 25th international conference on Machine learning
Spatial Selection of Sparse Pivots for Similarity Search in Metric Spaces
SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science
A Tabular Pruning Rule in Tree-Based Fast Nearest Neighbor Search Algorithms
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Searching and Updating Metric Space Databases Using the Parallel EGNAT
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Using Genetic Algorithm to Balance the D-Index Algorithm for Metric Search
Neural Information Processing
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Space-Time Tradeoffs for Proximity Searching in Doubling Spaces
ESA '08 Proceedings of the 16th annual European symposium on Algorithms
Local Fisher Discriminant Component Hashing for Fast Nearest Neighbor Classification
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A Pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Parallel query processing on distributed clustering indexes
Journal of Discrete Algorithms
Solving similarity joins and range queries in metric spaces with the list of twin clusters
Journal of Discrete Algorithms
Counting distance permutations
Journal of Discrete Algorithms
Principal Component Hashing: An Accelerated Approximate Nearest Neighbor Search
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Efficient skyline computation in metric space
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Top-k typicality queries and efficient query answering methods on large databases
The VLDB Journal — The International Journal on Very Large Data Bases
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Experimental Analysis of Insertion Costs in a Naïve Dynamic MDF-Tree
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Time-Aware Similarity Search: A Metric-Temporal Representation for Complex Data
SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases
The Onion-Tree: Quick Indexing of Complex Data in the Main Memory
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
Analyzing Metric Space Indexes: What For?
SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Optimal Pivots to Minimize the Index Size for Metric Access Methods
SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Maximal metric margin partitioning for similarity search indexes
Proceedings of the 18th ACM conference on Information and knowledge management
Communications of the ACM
Large-scale malware indexing using function-call graphs
Proceedings of the 16th ACM conference on Computer and communications security
New prune rules for similarity search
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
InstanceRank: Bringing order to datasets
Pattern Recognition Letters
Bregman vantage point trees for efficient nearest neighbor queries
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Exploiting distance coherence to speed up range queries in metric indexes
Information Processing Letters
Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space
Knowledge and Information Systems
Optimal distance bounds for fast search on compressed time-series query logs
ACM Transactions on the Web (TWEB)
Kullback Leibler divergence based curve matching method
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Simple space-time trade-offs for AESA
WEA'07 Proceedings of the 6th international conference on Experimental algorithms
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Pivot learning for efficient similarity search
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
The MM-tree: a memory-based metric tree without overlap between nodes
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Clustering-based similarity search in metric spaces with sparse spatial centers
SOFSEM'08 Proceedings of the 34th conference on Current trends in theory and practice of computer science
Effectiveness of optimal incremental multi-step nearest neighbor search
Expert Systems with Applications: An International Journal
Exact indexing for massive time series databases under time warping distance
Data Mining and Knowledge Discovery
A database-based framework for gesture recognition
Personal and Ubiquitous Computing
Dimension reduction for distance-based indexing
Proceedings of the Third International Conference on SImilarity Search and APplications
On the asymptotic behavior of nearest neighbor search using pivot-based indexes
Proceedings of the Third International Conference on SImilarity Search and APplications
BP-tree: an efficient index for similarity search in high-dimensional metric spaces
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Data structures for accelerating Tanimoto queries on real valued vectors
WABI'10 Proceedings of the 10th international conference on Algorithms in bioinformatics
Combining elimination rules in tree-based nearest neighbor search algorithms
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Pivot selection method for optimizing both pruning and balancing in metric space indexes
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Towards optimal naive bayes nearest neighbor
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
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
Selecting vantage objects for similarity indexing
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Effective monitoring by efficient fingerprint matching using a forest of NAQ-trees
Journal of Intelligent Information Systems
Impact of the initialization in tree-based fast similarity search techniques
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Predicting structured outputs k-nearest neighbours method
DS'11 Proceedings of the 14th international conference on Discovery science
Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble
Expert Systems with Applications: An International Journal
A bottom-up distance-based index tree for metric space
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Recursive lists of clusters: a dynamic data structure for range queries in metric spaces
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Efficient shape indexing using an information theoretic representation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A partitioning method for high dimensional data
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
An index data structure for searching in metric space databases
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
An initial study on progressive filtering based on dynamic programming for query-by-singing/humming
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
An access structure for similarity search in metric spaces
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Indexing issues in supporting similarity searching
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Modified LSI model for efficient search by metric access methods
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
MIS'05 Proceedings of the 11th international conference on Advances in Multimedia Information Systems
Analogy-based reasoning in classifier construction
Transactions on Rough Sets IV
Indexing dense nested metric spaces for efficient similarity search
PSI'09 Proceedings of the 7th international Andrei Ershov Memorial conference on Perspectives of Systems Informatics
Measuring the difficulty of distance-based indexing
SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
Graph based k-means clustering
Signal Processing
Pivot selection: Dimension reduction for distance-based indexing
Journal of Discrete Algorithms
A fast audio similarity retrieval method for millions of music tracks
Multimedia Tools and Applications
A log square average case algorithm to make insertions in fast similarity search
Pattern Recognition Letters
Generalizing the k-Windows clustering algorithm in metric spaces
Mathematical and Computer Modelling: An International Journal
A generic framework for efficient and effective subsequence retrieval
Proceedings of the VLDB Endowment
Static-to-Dynamic transformation for metric indexing structures
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
DSACL+-tree: a dynamic data structure for similarity search in secondary memory
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
Indexing Schemes for Similarity Search: an Illustrated Paradigm
Fundamenta Informaticae
Center-Based Indexing in Vector and Metric Spaces
Fundamenta Informaticae
Thick boundaries in binary space and their influence on nearest-neighbor search
Pattern Recognition Letters
Estimation of the click volume by large scale regression analysis
CSR'07 Proceedings of the Second international conference on Computer Science: theory and applications
Maximal intersection queries in randomized graph models
CSR'07 Proceedings of the Second international conference on Computer Science: theory and applications
Query-driven iterated neighborhood graph search for large scale indexing
Proceedings of the 20th ACM international conference on Multimedia
Mixed-resolution patch-matching
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Modelling efficient novelty-based search result diversification in metric spaces
Journal of Discrete Algorithms
Active hashing and its application to image and text retrieval
Data Mining and Knowledge Discovery
Information Systems
General transformations for GPU execution of tree traversals
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Automatic vectorization of tree traversals
PACT '13 Proceedings of the 22nd international conference on Parallel architectures and compilation techniques
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
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
DroidLegacy: Automated Familial Classification of Android Malware
Proceedings of ACM SIGPLAN on Program Protection and Reverse Engineering Workshop 2014
Discovering longest-lasting correlation in sequence databases
Proceedings of the VLDB Endowment
DIMO: distributed index for matching multimedia objects using MapReduce
Proceedings of the 5th ACM Multimedia Systems Conference
A scalable re-ranking method for content-based image retrieval
Information Sciences: an International Journal
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