A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multirate systems and filter banks
Multirate systems and filter banks
Compressing still and moving images with wavelets
Multimedia Systems - Special issue on video compression
BIRCH: an efficient data clustering method for very large databases
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Geographical image classification and retrieval
GIS '97 Proceedings of the 5th ACM international workshop on Advances in geographic information systems
Efficient and Effective Clustering Methods for Spatial Data Mining
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
STING: A Statistical Information Grid Approach to Spatial Data Mining
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
OPTICS: ordering points to identify the clustering structure
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Scalable algorithms for mining large databases
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering techniques for large data sets—from the past to the future
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
ACQ: an automatic clustering and querying approach for large image databases
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
A multiple-resolution method for edge-centric data clustering
Proceedings of the eighth international conference on Information and knowledge management
LOF: identifying density-based local outliers
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Using the fractal dimension to cluster datasets
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering through decision tree construction
Proceedings of the ninth international conference on Information and knowledge management
High performance clustering based on the similarity join
Proceedings of the ninth international conference on Information and knowledge management
Tri-plots: scalable tools for multidimensional data mining
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Theory of keyblock-based image retrieval
ACM Transactions on Information Systems (TOIS)
Requirements for clustering data streams
ACM SIGKDD Explorations Newsletter
Fast spatial clustering with different metrics and in the presence of obstacles
Proceedings of the 9th ACM international symposium on Advances in geographic information systems
Squeezer: an efficient algorithm for clustering categorical data
Journal of Computer Science and Technology
On Clustering Validation Techniques
Journal of Intelligent Information Systems
Clustering High Dimensional Massive Scientific Datasets
Journal of Intelligent Information Systems
Computer
DEMON: Mining and Monitoring Evolving Data
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
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
A scalable, incremental learning algorithm for classification problems
Computers and Industrial Engineering
Findout: finding outliers in very large datasets
Knowledge and Information Systems
Quality Scheme Assessment in the Clustering Process
PKDD '00 Proceedings of the 4th 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
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
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
A Machine Learning Algorithm Based on Supervised Clustering and Classification
AMT '01 Proceedings of the 6th International Computer Science Conference on Active Media Technology
Declustering Spatial Objects by Clustering for Parallel Disks
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
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
Clustering Data Streams: Theory and Practice
IEEE Transactions on Knowledge and Data Engineering
Guiding knowledge discovery through interactive data mining
Managing data mining technologies in organizations
A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets
ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing
Efficiently Detecting Arbitrary Shaped Clusters in Image Databases
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Clustering in very large databases based on distance and density
Journal of Computer Science and Technology
IEEE Transactions on Knowledge and Data Engineering
Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Validating and Refining Clusters via Visual Rendering
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Detecting region outliers in meteorological data
GIS '03 Proceedings of the 11th ACM international symposium on Advances in geographic information systems
Multi-resolution modeling of large scale scientific simulation data
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Outlier analysis for gene expression data
Journal of Computer Science and Technology - Special issue on bioinformatics
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
Clustering High-Dimensional Data with Low-Order Neighbors
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
ClusterMap: labeling clusters in large datasets via visualization
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Wavelet fuzzy classification for detecting and tracking region outliers in meteorological data
Proceedings of the 12th annual ACM international workshop on Geographic information systems
GCHL: A grid-clustering algorithm for high-dimensional very large spatial data bases
Pattern Recognition Letters
VISTA: validating and refining clusters via visualization
Information Visualization
Unsupervised anomaly detection in network intrusion detection using clusters
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
A Shrinking-Based Clustering Approach for Multidimensional Data
IEEE Transactions on Knowledge and Data Engineering
Clustering high-dimensional data using an efficient and effective data space reduction
Proceedings of the 14th ACM international conference on Information and knowledge management
Learning States and Rules for Detecting Anomalies in Time Series
Applied Intelligence
Enhancing Data Analysis with Noise Removal
IEEE Transactions on Knowledge and Data Engineering
Hypothesis oriented cluster analysis in data mining by visualization
Proceedings of the working conference on Advanced visual interfaces
PENS: an algorithm for density-based clustering in peer-to-peer systems
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
iVIBRATE: Interactive visualization-based framework for clustering large datasets
ACM Transactions on Information Systems (TOIS)
Detecting outliers using transduction and statistical testing
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Finding centric local outliers in categorical/numerical spaces
Knowledge and Information Systems
PARAgrab: a comprehensive architecture for web image management and multimodal querying
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
ST-DBSCAN: An algorithm for clustering spatial-temporal data
Data & Knowledge Engineering
Detecting and tracking regional outliers in meteorological data
Information Sciences: an International Journal
Supporting ranking and clustering as generalized order-by and group-by
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Fast agglomerative hierarchical clustering algorithm using Locality-Sensitive Hashing
Knowledge and Information Systems
A local-density based spatial clustering algorithm with noise
Information Systems
A new data clustering approach: Generalized cellular automata
Information Systems
A shrinking-based approach for multi-dimensional data analysis
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Applications of wavelet data reduction in a recommender system
Expert Systems with Applications: An International Journal
A density-based cluster validity approach using multi-representatives
Pattern Recognition Letters
Hierarchical initialization approach for K-Means clustering
Pattern Recognition Letters
Clustering techniques utilized in web usage mining
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
High performance computing for spatial outliers detection using parallel wavelet transform
Intelligent Data Analysis
Fast adaptive clustering for very large datasets
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Mining typical patterns from databases
Information Sciences: an International Journal
Data Set Homeomorphism Transformation Based Meta-clustering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
A Novel Spatial Clustering Algorithm with Sampling
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
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
An entropy clustering analysis based on genetic algorithm
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Fuzzy theory and technology with applications
An adaptive partitioning approach for mining discriminant regions in 3D image data
Journal of Intelligent Information Systems
Assisting decision making in the event-driven enterprise using wavelets
Decision Support Systems
Non-negative matrix factorization for semi-supervised data clustering
Knowledge and Information Systems
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
A similarity-guaranteed clustering algorithm and its search tree for handling an increased weight
AIC'08 Proceedings of the 8th conference on Applied informatics and communications
DECODE: a new method for discovering clusters of different densities in spatial data
Data Mining and Knowledge Discovery
PFHC: A clustering algorithm based on data partitioning for unevenly distributed datasets
Fuzzy Sets and Systems
ACM Computing Surveys (CSUR)
Preface: an overview on learning from data streams
New Generation Computing
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
Data spread-based entropy clustering method using adaptive learning
Expert Systems with Applications: An International Journal
GeoSOM Suite: A Tool for Spatial Clustering
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part I
SVM Based Decision Analysis and Its Granular-Based Solving
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
CSBIterKmeans: A New Clustering Algorithm Based on Quantitative Assessment of the Clustering Quality
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
A comprehensive survey of numeric and symbolic outlier mining techniques
Intelligent Data Analysis
Clustering data stream: A survey of algorithms
International Journal of Knowledge-based and Intelligent Engineering Systems
Generalized fuzzy C-means clustering algorithm with improved fuzzy partitions
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters
Knowledge and Information Systems
A semi-supervised clustering algorithm based on rough reduction
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
An improved WaveCluster algorithm based on ICA
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
A signal filter based clustering algorithm
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Seismo-surfer: a prototype for collecting, querying, and mining seismic data
PCI'01 Proceedings of the 8th Panhellenic conference on Informatics
An applicable hierarchical clustering algorithm for content-based image retrieval
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
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
A clustering algorithm based on mechanics
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Outlier detection with streaming dyadic decomposition
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Grid-based clustering algorithm based on intersecting partition and density estimation
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Netcluster: a clustering-based framework for internet tomography
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Density-based semi-supervised clustering
Data Mining and Knowledge Discovery
Soft fuzzy rough sets for robust feature evaluation and selection
Information Sciences: an International Journal
Finding irregularly shaped clusters based on entropy
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
DBOD-DS: distance based outlier detection for data
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Discrete wavelet transform-based time series analysis and mining
ACM Computing Surveys (CSUR)
Towards improving subspace data analysis
Proceedings of the 48th Annual Southeast Regional Conference
Inter-dimensional fuzzy clustering
Proceedings of the 48th Annual Southeast Regional Conference
Atypicity detection in data streams: A self-adjusting approach
Intelligent Data Analysis - Ubiquitous Knowledge Discovery
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Enhancing grid-density based clustering for high dimensional data
Journal of Systems and Software
Robust fuzzy rough classifiers
Fuzzy Sets and Systems
The minimum code length for clustering using the gray code
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
An adaptive nearest neighbor classification algorithm for data streams
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Distributed spatial clustering in sensor networks
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
HOV3: an approach to visual cluster analysis
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
A grid-based clustering algorithm for high-dimensional data streams
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Unsupervised case memory organization: analysing computational time and soft computing capabilities
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
A grid-based subspace clustering algorithm for high-dimensional data streams
WISE'06 Proceedings of the 7th international conference on Web Information Systems
An approach to find embedded clusters using density based techniques
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
A clustering approach using weighted similarity majority margins
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Data clustering using bacterial foraging optimization
Journal of Intelligent Information Systems
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
Clustering high dimensional data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Cluster_KDD: a visual clustering and knowledge discovery platform based on concept lattice
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
An approach to reshaping clusters for nearest neighbor search
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Multi-scale decomposition of point process data
Geoinformatica
Continuous adaptive outlier detection on distributed data streams
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
Enhancing density-based clustering: Parameter reduction and outlier detection
Information Systems
Hamming Distance based Clustering Algorithm
International Journal of Information Retrieval Research
Automatic player behavior analysis system using trajectory data in a massive multiplayer online game
Multimedia Tools and Applications
Combining co-clustering with noise detection for theme-based summarization
ACM Transactions on Speech and Language Processing (TSLP)
CoBi: Pattern Based Co-Regulated Biclustering of Gene Expression Data
Pattern Recognition Letters
NetCluster: A clustering-based framework to analyze internet passive measurements data
Computer Networks: The International Journal of Computer and Telecommunications Networking
Energy-based function to evaluate data stream clustering
Advances in Data Analysis and Classification
Journal of Information Science
Research issues in outlier detection for data streams
ACM SIGKDD Explorations Newsletter
Data stream dynamic clustering supported by Markov chain isomorphisms
Intelligent Data Analysis
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