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SIGMOD '87 Proceedings of the 1987 ACM SIGMOD international conference on Management of data
The design and analysis of spatial data structures
The design and analysis of spatial data structures
Randomized algorithms for optimizing large join queries
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Loading data into description reasoners
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
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SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
The Cluster Dissection and Analysis Theory FORTRAN Programs Examples
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Proceedings of the Ninth International Conference on Data Engineering
Supporting Data Mining of Large Databases by Visual Feedback Queries
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Optimization for Spatial Query Processing
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
An Interval Classifier for Database Mining Applications
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Knowledge Discovery in Databases: An Attribute-Oriented Approach
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Efficient and Effective Clustering Methods for Spatial Data Mining
Efficient and Effective Clustering Methods for Spatial Data Mining
Efficient parallel data mining for association rules
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
An effective hash-based algorithm for mining association rules
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Data mining using two-dimensional optimized association rules: scheme, algorithms, and visualization
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
BIRCH: an efficient data clustering method for very large databases
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
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PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Efficiently supporting ad hoc queries in large datasets of time sequences
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Association rules over interval data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
GeoMiner: a system prototype for spatial data mining
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
A spatial data mining method by Delaunay triangulation
GIS '97 Proceedings of the 5th ACM international workshop on Advances in geographic information systems
CURE: an efficient clustering algorithm for large databases
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Automatic subspace clustering of high dimensional data for data mining applications
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Multidimensional access methods
ACM Computing Surveys (CSUR)
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A spatial data mining method by clustering analysis
Proceedings of the 6th ACM international symposium on Advances in geographic information systems
Semantic clustering and querying on heterogeneous features for visual data
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
A framework for measuring changes in data characteristics
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
OPTICS: ordering points to identify the clustering structure
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
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SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Multi-dimensional selectivity estimation using compressed histogram information
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
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KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
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KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Entropy-based subspace clustering for mining numerical data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
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KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
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Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
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Proceedings of the eighth international conference on Information and knowledge management
ACM Computing Surveys (CSUR)
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SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
LOF: identifying density-based local outliers
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Spatial join selectivity using power laws
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Efficient algorithms for mining outliers from large data sets
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
SQLEM: fast clustering in SQL using the EM algorithm
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
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SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
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ACM Computing Surveys (CSUR)
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SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
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ACM Transactions on Database Systems (TODS)
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MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Robust space transformations for distance-based operations
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ACM Transactions on Information Systems (TOIS)
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Advances in software engineering
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ACM Transactions on Information Systems (TOIS)
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ACM SIGKDD Explorations Newsletter
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Proceedings of the 2002 ACM SIGMOD international conference on Management of data
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ACM SIGKDD Explorations Newsletter
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Proceedings of the eleventh international conference on Information and knowledge management
FREM: fast and robust EM clustering for large data sets
Proceedings of the eleventh international conference on Information and knowledge management
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Proceedings of the 10th ACM international symposium on Advances in geographic information systems
An iterative initial-points refinement algorithm for categorical data clustering
Pattern Recognition Letters
Hyper-rectangle based segmentation and clustering of large video data sets
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent multimedia computing and networking
BIRCH: A New Data Clustering Algorithm and Its Applications
Data Mining and Knowledge Discovery
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications
Data Mining and Knowledge Discovery
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
Data Mining and Knowledge Discovery
Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support
Data Mining and Knowledge Discovery
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Distributed and Parallel Databases
On Clustering Validation Techniques
Journal of Intelligent Information Systems
Clustering High Dimensional Massive Scientific Datasets
Journal of Intelligent Information Systems
A Decision Criterion for the Optimal Number of Clusters in Hierarchical Clustering
Journal of Global Optimization
HD-Eye: Visual Mining of High-Dimensional Data
IEEE Computer Graphics and Applications
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IEEE Transactions on Knowledge and Data Engineering
Finding Aggregate Proximity Relationships and Commonalities in Spatial Data Mining
IEEE Transactions on Knowledge and Data Engineering
Efficient Mining of Association Rules in Distributed Databases
IEEE Transactions on Knowledge and Data Engineering
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering
Using a Hash-Based Method with Transaction Trimming for Mining Association Rules
IEEE Transactions on Knowledge and Data Engineering
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
Data Resource Selection in Distributed Visual Information Systems
IEEE Transactions on Knowledge and Data Engineering
An Approach to Active Spatial Data Mining Based on Statistical Information
IEEE Transactions on Knowledge and Data Engineering
Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes
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IEEE Transactions on Knowledge and Data Engineering
Finding Localized Associations in Market Basket Data
IEEE Transactions on Knowledge and Data Engineering
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IEEE Transactions on Knowledge and Data Engineering
Clustering for Approximate Similarity Search in High-Dimensional Spaces
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
CLARANS: A Method for Clustering Objects for Spatial Data Mining
IEEE Transactions on Knowledge and Data Engineering
Fast Algorithms for Online Generation of Profile Association Rules
IEEE Transactions on Knowledge and Data Engineering
An Efficient k-Means Clustering Algorithm: Analysis and Implementation
IEEE Transactions on Pattern Analysis and Machine Intelligence
On distributing the clustering process
Pattern Recognition Letters
Fast approximations for sums of distances, clustering and the Fermat--Weber problem
Computational Geometry: Theory and Applications
DynDex: a dynamic and non-metric space indexer
Proceedings of the tenth ACM international conference on Multimedia
Using Projections to Visually Cluster High-Dimensional Data
Computing in Science and Engineering
IEEE Transactions on Knowledge and Data Engineering
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ICDT '01 Proceedings of the 8th International Conference on Database Theory
Context-Based Similarity Measures for Categorical Databases
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Hybrid Genetic Algorithm for Solving the p-Median Problem
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Non-crisp Clustering by Fast, Convergent, and Robust Algorithms
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
A Data Set Oriented Approach for Clustering Algorithm Selection
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
A Study on the Hierarchical Data Clustering Algorithm Based on Gravity Theory
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Incremental Clustering for Mining in a Data Warehousing Environment
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Algorithms for Mining Distance-Based Outliers in Large Datasets
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Efficiently Computing Weighted Proximity Relationships in Spatial Databases
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Semantic Compression and Pattern Extraction with Fascicles
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
INSITE: A Tool for Interpreting Users? Interaction with a Web Space
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
The 3W Model and Algebra for Unified Data Mining
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
C2P: Clustering based on Closest Pairs
Proceedings of the 27th International Conference on Very Large Data Bases
AUTOCLUST+: Automatic Clustering of Point-Data Sets in the Presence of Obstacles
TSDM '00 Proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining-Revised Papers
Value Range Queries on Earth Science Data via Histogram Clustering
TSDM '00 Proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining-Revised Papers
Filter Trees for Managing Spatial Data over a Range of Size Granularities
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Categorizing Visitors Dynamically by Fast and Robust Clustering of Access Logs
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
CBCM: A Cell-Based Clustering Method for Data Mining Applications
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Pattern-Oriented Hierachical Clustering
ADBIS '99 Proceedings of the Third East European Conference on Advances in Databases and Information Systems
Efficient Bulk Loading of Large High-Dimensional Indexes
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Partitioning Algorithms for the Computation of Average Iceberg Queries
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Outlier Detection Using Replicator Neural Networks
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Making Decision Trees More Accurate by Losing Information
FoIKS '00 Proceedings of the First International Symposium on Foundations of Information and Knowledge Systems
A New Distributed Algorithm for Large Data Clustering
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
A Fast Algorithm for Density-Based Clustering in Large Database
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Robust Clustering of Large Geo-referenced Data Sets
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Data Mining Techniques for Associations, Clustering and Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
COE: Clustering with Obstacles Entities. A Preliminary Study
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
A Visual Method of Cluster Validation with Fastmap
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Criteria on Proximity Graphs for Boundary Extraction and Spatial Clustering
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Enhancing Effectiveness of Outlier Detections for Low Density Patterns
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
On Data Clustering Analysis: Scalability, Constraints, and Validation
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Data Mining and Personalization Technologies
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
Summary Grids: Building Accurate Multidimensional Histograms
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
A Server Placement Algorithm Conscious of Communication Delays and Relocation Costs
Revised Papers from the NETWORKING 2002 Workshops on Web Engineering and Peer-to-Peer Computing
Efficient Mining of Spatiotemporal Patterns
SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases
Knowledge Discovery in Spatial Databases
KI '99 Proceedings of the 23rd Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
``Seeing'' Objects in Spatial Datasets
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Mining Clusters with Association Rules
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
A Cube Model and Cluster Analysis for Web Access Sessions
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Efficient Automated Mining of Fuzzy Association Rules
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
An Efficient Distributed Algorithm for Computing Association Rules
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Data Structures for Minimization of Total Within-Group Distance for Spatio-temporal Clustering
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
STING: A Statistical Information Grid Approach to Spatial Data Mining
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Finding Dense Clusters in Hyperspace: An Approach Based on Row Shuffling
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Collective, Hierarchical Clustering from Distributed, Heterogeneous Data
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Distance-based outliers: algorithms and applications
The VLDB Journal — The International Journal on Very Large Data Bases
WaveCluster: a wavelet-based clustering approach for spatial data in very large databases
The VLDB Journal — The International Journal on Very Large Data Bases
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A robust and efficient clustering algorithm based on cohesion self-merging
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
CLOPE: a fast and effective clustering algorithm for transactional data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering Data Streams: Theory and Practice
IEEE Transactions on Knowledge and Data Engineering
P-AutoClass: Scalable Parallel Clustering for Mining Large Data Sets
IEEE Transactions on Knowledge and Data Engineering
Handbook of data mining and knowledge discovery
Data mining tasks and methods: spatial analysis
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
Connectionist and evolutionary models for learning, discovering and forecasting software effort
Managing data mining technologies in organizations
A survey of spatial data mining methods databases and statistics point of views
Data warehousing and web engineering
A unified approach for mining outliers
CASCON '97 Proceedings of the 1997 conference of the Centre for Advanced Studies on Collaborative research
Performing boundary shape matching in spatial data
CASCON '96 Proceedings of the 1996 conference of the Centre for Advanced Studies on Collaborative research
Approximation algorithms for projective clustering
Journal of Algorithms
CASCON '98 Proceedings of the 1998 conference of the Centre for Advanced Studies on Collaborative research
A bibliography of temporal, spatial and spatio-temporal data mining research
ACM SIGKDD Explorations Newsletter
Mining User Moving Patterns for Personal Data Allocation in a Mobile Computing System
ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing
A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets
ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing
Capturing User Access Patterns in the Web for Data Mining
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Efficiently Detecting Arbitrary Shaped Clusters in Image Databases
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Interactive Data Analysis on Numeric-Data
IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications
A method for decentralized clustering in large multi-agent systems
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Clustering in very large databases based on distance and density
Journal of Computer Science and Technology
PHC: a fast partition and hierarchy-based clustering algorithm
Journal of Computer Science and Technology
Clustering gene expression data in SQL using locally adaptive metrics
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Conceptual Clustering of Heterogeneous GeneExpression Sequences
Artificial Intelligence Review
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Scalable Model-based Clustering by Working on Data Summaries
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
A customizable hybrid approach to data clustering
Proceedings of the 2003 ACM symposium on Applied computing
Mining confident co-location rules without a support threshold
Proceedings of the 2003 ACM symposium on Applied computing
An Efficient and Scalable Algorithm for Clustering XML Documents by Structure
IEEE Transactions on Knowledge and Data Engineering
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Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
New unsupervised clustering algorithm for large datasets
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A Monotonic On-Line Linear Algorithm for Hierarchical Agglomerative Classification
Information Technology and Management
Efficient data mining for calling path patterns in GSM networks
Information Systems
GraphZip: a fast and automatic compression method for spatial data clustering
Proceedings of the 2004 ACM symposium on Applied computing
Fast and Robust General Purpose Clustering Algorithms
Data Mining and Knowledge Discovery
A Human-Computer Interactive Method for Projected Clustering
IEEE Transactions on Knowledge and Data Engineering
Leaders-subleaders: an efficient hierarchical clustering algorithm for large data sets
Pattern Recognition Letters
Discovery of temporal patterns from process instances
Computers in Industry - Special issue: Process/workflow mining
Outlier analysis for gene expression data
Journal of Computer Science and Technology - Special issue on bioinformatics
Cooperative Parallel Variable Neighborhood Search for the p-Median
Journal of Heuristics
Hypergraph Models and Algorithms for Data-Pattern-Based Clustering
Data Mining and Knowledge Discovery
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Decision Support Systems
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SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Subspace clustering for high dimensional data: a review
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Efficient Disk-Based K-Means Clustering for Relational Databases
IEEE Transactions on Knowledge and Data Engineering
Fast mining of spatial collocations
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
A local search approximation algorithm for k-means clustering
Computational Geometry: Theory and Applications - Special issue on the 18th annual symposium on computational geometry—SoCG2002
A top-down approach for density-based clustering using multidimensional indexes
Journal of Systems and Software - Special issue: Performance modeling and analysis of computer systems and networks
HARP: A Practical Projected Clustering Algorithm
IEEE Transactions on Knowledge and Data Engineering
An Efficient Mining and Clustering Algorithm for Interactive Walk-Through Traversal Patterns
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
A Survey of Outlier Detection Methodologies
Artificial Intelligence Review
IEEE Transactions on Knowledge and Data Engineering
Identifying projected clusters from gene expression profiles
Journal of Biomedical Informatics
Classification and knowledge discovery in protein databases
Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Clustering in Dynamic Spatial Databases
Journal of Intelligent Information Systems
Projective Clustering by Histograms
IEEE Transactions on Knowledge and Data Engineering
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ICDE '05 Proceedings of the 21st International Conference on Data Engineering
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
A methodology for analyzing SAGE libraries for cancer profiling
ACM Transactions on Information Systems (TOIS)
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Data Mining and Knowledge Discovery
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Information Sciences—Informatics and Computer Science: An International Journal
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ACM Transactions on Database Systems (TODS)
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Data & Knowledge Engineering
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Proceedings of the 14th ACM international conference on Information and knowledge management
A framework for mining topological patterns in spatio-temporal databases
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Learning States and Rules for Detecting Anomalies in Time Series
Applied Intelligence
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ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Stochastic Voting Algorithms for Web Services Group Testing
QSIC '05 Proceedings of the Fifth International Conference on Quality Software
Computing LTS Regression for Large Data Sets
Data Mining and Knowledge Discovery
Dynamic Cluster Formation Using Level Set Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
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Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Robust information-theoretic clustering
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Approximate data mining in very large relational data
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Computing in Science and Engineering
Finding centric local outliers in categorical/numerical spaces
Knowledge and Information Systems
LinkClus: efficient clustering via heterogeneous semantic links
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Spatial ordering and encoding for geographic data mining and visualization
Journal of Intelligent Information Systems
ST-DBSCAN: An algorithm for clustering spatial-temporal data
Data & Knowledge Engineering
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Information Sciences: an International Journal
Constrained data clustering by depth control and progressive constraint relaxation
The VLDB Journal — The International Journal on Very Large Data Bases
Locally adaptive metrics for clustering high dimensional data
Data Mining and Knowledge Discovery
Novel multi-centroid, multi-run sampling schemes for $K$-medoids-based algorithms
International Journal of Knowledge-based and Intelligent Engineering Systems
A threshold criterion, auto-detection and its use in MST-based clustering
Intelligent Data Analysis
Twain: Two-end association miner with precise frequent exhibition periods
ACM Transactions on Knowledge Discovery from Data (TKDD)
An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data
IEEE Transactions on Knowledge and Data Engineering
A new data clustering approach: Generalized cellular automata
Information Systems
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Data & Knowledge Engineering
Xproj: a framework for projected structural clustering of xml documents
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
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Intelligent Data Analysis
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Intelligent Data Analysis
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Intelligent Data Analysis
RIC: Parameter-free noise-robust clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
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VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
A shrinking-based approach for multi-dimensional data analysis
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
A framework for projected clustering of high dimensional data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases
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Statistical methods for automated generation of service engagement staffing plans
IBM Journal of Research and Development - Business optimization
Cluster By: a new sql extension for spatial data aggregation
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Goal and path prediction based on user's moving path data
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A scalable sampling scheme for clustering in network traffic analysis
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A spatiotemporal view of transactional data for data mining
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Fast adaptive clustering for very large datasets
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Effective clustering and boundary detection algorithm based on Delaunay triangulation
Pattern Recognition Letters
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CURIO: a fast outlier and outlier cluster detection algorithm for large datasets
AIDM '07 Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining - Volume 84
Improved search strategies and extensions to k-medoids-based clustering algorithms
International Journal of Business Intelligence and Data Mining
Data Set Homeomorphism Transformation Based Meta-clustering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
A Hierarchical Clustering Procedure for Semantically Annotated Resources
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Efficient Bisecting k-Medoids and Its Application in Gene Expression Analysis
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Finding Arbitrary Shaped Clusters for Character Recognition
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Mining Top-n Local Outliers in Constrained Spatial Networks
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Continuous Clustering of Moving Objects in Spatial Networks
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Detecting Current Outliers: Continuous Outlier Detection over Time-Series Data Streams
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Finding groups in data: Cluster analysis with ants
Applied Soft Computing
Identification of piecewise affine systems by means of fuzzy clustering and competitive learning
Engineering Applications of Artificial Intelligence
DIVFRP: An automatic divisive hierarchical clustering method based on the furthest reference points
Pattern Recognition Letters
An adaptive partitioning approach for mining discriminant regions in 3D image data
Journal of Intelligent Information Systems
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining
Journal of Intelligent Information Systems
Finding regional co-location patterns for sets of continuous variables in spatial datasets
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
A simple and fast algorithm for K-medoids clustering
Expert Systems with Applications: An International Journal
Analysing and improving clustering based sampling for microprocessor simulation
International Journal of High Performance Computing and Networking
NPClu: An approach for clustering spatially extended objects
Intelligent Data Analysis
Multifractal-based cluster hierarchy optimisation algorithm
International Journal of Business Intelligence and Data Mining
Constraint-based clustering and its applications in construction management
Expert Systems with Applications: An International Journal
Decision analysis of data mining project based on Bayesian risk
Expert Systems with Applications: An International Journal
A search space reduction methodology for data mining in large databases
Engineering Applications of Artificial Intelligence
Mining frequent patterns in image databases with 9D-SPA representation
Journal of Systems and Software
Fault tolerant target tracking in sensor networks
Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing
Clustering by pattern similarity
Journal of Computer Science and Technology
ACM Computing Surveys (CSUR)
Effective spatial clustering methods for optimal facility establishment
Intelligent Data Analysis
Preserving User Preferences in Automated Document-Category Management: An Evolution-Based Approach
Journal of Management Information Systems
Expert Systems with Applications: An International Journal
A semi-supervised approach to projected clustering with applications to microarray data
International Journal of Data Mining and Bioinformatics
Journal of Intelligent Information Systems
Journal of Data and Information Quality (JDIQ)
Proceedings of the 46th Annual Southeast Regional Conference on XX
Proceedings of the 46th Annual Southeast Regional Conference on XX
Visually driven analysis of movement data by progressive clustering
Information Visualization
A new clustering approach using similarity of patterns texture
Intelligent Data Analysis
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Density-based clustering using graphics processors
Proceedings of the 18th ACM conference on Information and knowledge management
Linear grouping using orthogonal regression
Computational Statistics & Data Analysis
Extending fuzzy and probabilistic clustering to very large data sets
Computational Statistics & Data Analysis
On-line discovery of flock patterns in spatio-temporal data
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Generalized fuzzy C-means clustering algorithm with improved fuzzy partitions
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Shape-based clustering for 3D CAD objects: A comparative study of effectiveness
Computer-Aided Design
An efficient algorithm for finding dense regions for mining quantitative association rules
Computers & Mathematics with Applications
Subspace and projected clustering: experimental evaluation and analysis
Knowledge and Information Systems
Graph clustering based on structural/attribute similarities
Proceedings of the VLDB Endowment
A novel manufacturing defect detection method using association rule mining techniques
Expert Systems with Applications: An International Journal
Discovering conjecturable rules through tree-based clustering analysis
Expert Systems with Applications: An International Journal
Genetic algorithm based framework for mining fuzzy association rules
Fuzzy Sets and Systems
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
Active constrained clustering with multiple cluster representatives
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Spatial neighborhood based anomaly detection in sensor datasets
Data Mining and Knowledge Discovery
Optimization on Lie manifolds and pattern recognition
Pattern Recognition
Clustering of time series data-a survey
Pattern Recognition
Pattern Recognition
Coclustering based parcellation of human brain cortex using diffusion tensor MRI
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Hierarchical clustering-merging for multidimensional index structures
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Automatic extraction of clusters from hierarchical clustering representations
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
AGRID: an efficient algorithm for clustering large high-dimensional datasets
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
DBRS: a density-based spatial clustering method with random sampling
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Incremental clustering in geography and optimization spaces
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A clustering algorithm based on mechanics
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Fast and robust general purpose clustering algorithms
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Lightweight clustering technique for distributed data mining applications
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
A search space reduction methodology for large databases: a case study
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
A hierarchical clustering method for semantic knowledge bases
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
Resource-bounded fraud detection
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Clustering moving objects in spatial networks
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Continuous medoid queries over moving objects
SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases
Conceptual clustering applied to ontologies: a distance-based evolutionary approach
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
A creditable subspace labeling method based on D-S evidence theory
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Minimum spanning tree based spatial outlier mining and its applications
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Conceptual clustering and its application to concept drift and novelty detection
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Association rule mining: models and algorithms
Association rule mining: models and algorithms
Scalable Clustering for Mining Local-Correlated Clusters in High Dimensions and Large Datasets
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Fuzzy Clustering for Semantic Knowledge Bases
Fundamenta Informaticae - Methodologies for Intelligent Systems
Call to order: a hierarchical browsing approach to eliciting users' preference
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Outlier detection in transactional data
Intelligent Data Analysis
Inter-image outliers and their application to image classification
Pattern Recognition
An enhanced clusterer aggregation using nebulous pool
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
CP-index: using clustering and pivots for indexing non-metric spaces
Proceedings of the Third International Conference on SImilarity Search and APplications
Spatial outlier detection: random walk based approaches
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
DBOD-DS: distance based outlier detection for data
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
A performance evaluation framework for association mining in spatial data
Journal of Intelligent Information Systems
Coclustering for cross-subject fiber tract analysis through diffusion tensor imaging
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Resource-bounded Outlier Detection using Clustering Methods
Proceedings of the 2010 conference on Data Mining for Business Applications
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Towards improving subspace data analysis
Proceedings of the 48th Annual Southeast Regional Conference
Obstacle clustering and outlier detection
Proceedings of the 48th Annual Southeast Regional Conference
Inter-dimensional fuzzy clustering
Proceedings of the 48th Annual Southeast Regional Conference
Distance-based outlier detection: consolidation and renewed bearing
Proceedings of the VLDB Endowment
Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities
ACM Transactions on Knowledge Discovery from Data (TKDD)
Co-location pattern mining for unevenly distributed data: algorithm, experiments and applications
International Journal of Computational Science and Engineering
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
A new-fangled FES-k-Means clustering algorithm for disease discovery and visual analytics
EURASIP Journal on Bioinformatics and Systems Biology
An improved KNN based outlier detection algorithm for large datasets
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Simulation of DNA damage clustering after proton irradiation using an adapted DBSCAN algorithm
Computer Methods and Programs in Biomedicine
CLAM: Clustering Large Applications Using Metaheuristics
Journal of Mathematical Modelling and Algorithms
Web document clustering based on web log mining
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Load-balanced migration of social media to content clouds
Proceedings of the 21st international workshop on Network and operating systems support for digital audio and video
Enhancing grid-density based clustering for high dimensional data
Journal of Systems and Software
A cluster-based approach to web adaptation in context-aware applications
Journal of Web Engineering
On dynamic data-driven selection of sensor streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Fire! firing inductive rules from economic geography for fire risk detection
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Shooting top-k stars in uncertain databases
The VLDB Journal — The International Journal on Very Large Data Bases
Online outlier detection for data streams
Proceedings of the 15th Symposium on International Database Engineering & Applications
A two-level clustering method using linear linkage encoding
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
A new clustering approach for symbolic data and its validation: application to the healthcare data
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
A voronoi diagram approach to autonomous clustering
DS'06 Proceedings of the 9th international conference on Discovery Science
A maximum profit coverage algorithm with application to small molecules cluster identification
WEA'06 Proceedings of the 5th international conference on Experimental Algorithms
Mining outliers in spatial networks
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
An EM-Approach for clustering multi-instance objects
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Ranking outliers using symmetric neighborhood relationship
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Clustering mixed type attributes in large dataset
ISPA'05 Proceedings of the Third international conference on Parallel and Distributed Processing and Applications
Grid-ODF: detecting outliers effectively and efficiently in large multi-dimensional databases
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Generalized projected clustering in high-dimensional data streams
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Distributed spatial clustering in sensor networks
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Effect of similar behaving attributes in mining of fuzzy association rules in the large databases
ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I
Network anomaly detection based on clustering of sequence patterns
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Proceedings of the fifth ACM international conference on Web search and data mining
A density-based spatial clustering for physical constraints
Journal of Intelligent Information Systems
International Journal of Data Analysis Techniques and Strategies
Parallelized kernel patch clustering
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Weighted k-means for density-biased clustering
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
A distributed algorithm for outlier detection in a large database
DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
HYBRID: from atom-clusters to molecule-clusters
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Dynamic pattern mining: an incremental data clustering approach
Journal on Data Semantics II
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
On autonomous k-means clustering
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Hierarchical web-page clustering via in-page and cross-page link structures
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
OddBall: spotting anomalies in weighted graphs
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Clustering large datasets using cobweb and k-means in tandem
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
A comparative study of two density-based spatial clustering algorithms for very large datasets
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Towards an ontology-based spatial clustering framework
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
HS-measure: a hybrid clustering validity measure to interpret road traffic data
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools
A metropolis sampling method for drawing representative samples from large databases
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
A new and efficient k-medoid algorithm for spatial clustering
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
Spatial clustering of structured objects
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Towards the adaptive organization: formation and conservative reconfiguration of agents coalitions
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Medoid queries in large spatial databases
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
On discovering moving clusters in spatio-temporal data
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
On approximation algorithms for data mining applications
Efficient Approximation and Online Algorithms
SkyDist: data mining on skyline objects
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Using data mining for modeling personalized maps
ER'05 Proceedings of the 24th international conference on Perspectives in Conceptual Modeling
Data clustering using bacterial foraging optimization
Journal of Intelligent Information Systems
Feature selection and clustering in software quality prediction
EASE'07 Proceedings of the 11th international conference on Evaluation and Assessment in Software Engineering
Partitive clustering (K-means family)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
A fast and effective partitioning algorithm for document clustering
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Chaotic ant swarm approach for data clustering
Applied Soft Computing
SpaGRID: a spatial grid framework for high dimensional medical databases
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Optimising multicast structures for grid computing
Computer Communications
Mining temporal patterns in popularity of web items
Information Sciences: an International Journal
Privacy preserving distributed DBSCAN clustering
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Evaluation of clustering algorithms for word sense disambiguation
International Journal of Data Analysis Techniques and Strategies
Context-aware prediction of user's first click
Proceedings of the 1st International Workshop on Context Discovery and Data Mining
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Continuous adaptive outlier detection on distributed data streams
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
Credit-Card fraud profiling using a hybrid incremental clustering methodology
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
Collaborative geospatial feature search
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Anytime algorithms for mining groups with maximum coverage
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
An automated search space reduction methodology for large databases
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
3D geovisualisation techniques applied in spatial data mining
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Density-based spatial keyword querying
Future Generation Computer Systems
Semi-supervised clustering of large data sets with kernel methods
Pattern Recognition Letters
A multivariate fuzzy system applied for outliers detection
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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