Clustering hypertext with applications to web searching
HYPERTEXT '00 Proceedings of the eleventh ACM on Hypertext and hypermedia
A new approach to unsupervised text summarization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Alternatives to the k-means algorithm that find better clusterings
Proceedings of the eleventh international conference on Information and knowledge management
An iterative initial-points refinement algorithm for categorical data clustering
Pattern Recognition Letters
An Efficient k-Means Clustering Algorithm: Analysis and Implementation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards a Simple Clustering Criterion Based on Minimum Length Encoding
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Classification Rule Learning with APRIORI-C
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Local Learning Framework for Recognition of Lowercase Handwritten Characters
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
A Fast Approximated k-Median Algorithm
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Topic Discovery from Text Using Aggregation of Different Clustering Methods
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Data mining tasks and methods: Clustering: conceptual clustering
Handbook of data mining and knowledge discovery
Feature Weighting in k-Means Clustering
Machine Learning
The diversity-based approach to open-domain text summarization
Information Processing and Management: an International Journal
Clustering of streaming time series is meaningless
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Fast multidimensional scaling through sampling, springs and interpolation
Information Visualization
Cluster ensembles --- a knowledge reuse framework for combining multiple partitions
The Journal of Machine Learning Research
Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Privacy-preserving k-means clustering over vertically partitioned data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Fast and Robust General Purpose Clustering Algorithms
Data Mining and Knowledge Discovery
Information Visualization - Special issue on coordinated and multiple views in exploratory visualization
K-means clustering via principal component analysis
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Feature Selection for Unsupervised Learning
The Journal of Machine Learning Research
Probabilistic Model Estimation for Collaborative Filtering Based on Items Attributes
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Cluster center initialization algorithm for K-means clustering
Pattern Recognition Letters
Subspace clustering for high dimensional categorical data
ACM SIGKDD Explorations Newsletter
Text Classification without Labeled Negative Documents
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
A Modified K-Means Algorithm for Circular Invariant Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Text Classification without Negative Examples Revisit
IEEE Transactions on Knowledge and Data Engineering
CLUMP: A Scalable and Robust Framework for Structure Discovery
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A new approach for combining content-based and collaborative filters
Journal of Intelligent Information Systems
Adaptive Clustering for Multiple Evolving Streams
IEEE Transactions on Knowledge and Data Engineering
Parallel bisecting k-means with prediction clustering algorithm
The Journal of Supercomputing
Adaptive learning for event modeling and characterization
Pattern Recognition
The complexity of non-hierarchical clustering with instance and cluster level constraints
Data Mining and Knowledge Discovery
A method for initialising the K-means clustering algorithm using kd-trees
Pattern Recognition Letters
A probabilistic music recommender considering user opinions and audio features
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
User Modeling and User-Adapted Interaction
A k-mean clustering algorithm for mixed numeric and categorical data
Data & Knowledge Engineering
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
An efficient method for estimating null values in relational databases
Knowledge and Information Systems
Secure two-party k-means clustering
Proceedings of the 14th ACM conference on Computer and communications security
A recommender system using GA K-means clustering in an online shopping market
Expert Systems with Applications: An International Journal
Statistical methods for automated generation of service engagement staffing plans
IBM Journal of Research and Development - Business optimization
Genetic algorithms applied to clustering problem and data mining
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
XEdge: clustering homogeneous and heterogeneous XML documents using edge summaries
Proceedings of the 2008 ACM symposium on Applied computing
Clustering, community partition and disjoint spanning trees
ACM Transactions on Algorithms (TALG)
In search of deterministic methods for initializing K-means and Gaussian mixture clustering
Intelligent Data Analysis
Customer clustering using RFM analysis
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
ACM SIGKDD Explorations Newsletter
A segment-based unsupervised classification for multispectral image
ACC'08 Proceedings of the WSEAS International Conference on Applied Computing Conference
Inaccuracies of Shape Averaging Method Using Dynamic Time Warping for Time Series Data
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Robust clustering: based realtime vowel recognition
Acta Cybernetica
A novel fast Kolmogorov's spline complex network for pattern detection
WSEAS TRANSACTIONS on SYSTEMS
A novel fast Kolmogorov's spline complex network for pattern detection
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
Initializing Partition-Optimization Algorithms
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II
A fast VQ codebook generation algorithm via pattern reduction
Pattern Recognition Letters
Building a Text Classifier by a Keyword and Unlabeled Documents
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A new initialization method for categorical data clustering
Expert Systems with Applications: An International Journal
K-means in space: a radiation sensitivity evaluation
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Managing email overload with an automatic nonparametric clustering system
The Journal of Supercomputing
An initialization method for the K-Means algorithm using neighborhood model
Computers & Mathematics with Applications
Fast approximate spectral clustering
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Robust partitional clustering by outlier and density insensitive seeding
Pattern Recognition Letters
A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Partition clustering of high dimensional low sample size data based on p-values
Computational Statistics & Data Analysis
Computation of initial modes for K-modes clustering algorithm using evidence accumulation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Clustering-based denoising with locally learned dictionaries
IEEE Transactions on Image Processing
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters
Knowledge and Information Systems
Reusable components for partitioning clustering algorithms
Artificial Intelligence Review
Finding representative workloads for computer system design
Finding representative workloads for computer system design
Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images
Journal of Medical Systems
Enhanced neural gas network for prototype-based clustering
Pattern Recognition
Prototype selection algorithms for distributed learning
Pattern Recognition
Case mining from large databases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Data mining as an automated service
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
A new initialization method for clustering categorical data
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Improved support vector clustering
Engineering Applications of Artificial Intelligence
A new efficient approach in clustering ensembles
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Quantization-based clustering algorithm
Pattern Recognition
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Balanced K-means algorithm for partitioning areas in large-scale vehicle routing problem
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A robust iterative refinement clustering algorithm with smoothing search space
Knowledge-Based Systems
A weighted common structure based clustering technique for XML documents
Journal of Systems and Software
International Journal of Data Mining and Bioinformatics
An effective personal mobile robot agent through symbiotic human-robot interaction
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
Robust clustering using discriminant analysis
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
A time-efficient pattern reduction algorithm for k-means clustering
Information Sciences: an International Journal
Towards improving subspace data analysis
Proceedings of the 48th Annual Southeast Regional Conference
Document clustering using synthetic cluster prototypes
Data & Knowledge Engineering
A new-fangled FES-k-Means clustering algorithm for disease discovery and visual analytics
EURASIP Journal on Bioinformatics and Systems Biology
A visual workspace for hybrid multidimensional scaling algorithms
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Advancing data clustering via projective clustering ensembles
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Editorial: Classifying text streams by keywords using classifier ensemble
Data & Knowledge Engineering
Orthogonal feature learning for time series clustering
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Distributed learning with data reduction
Transactions on computational collective intelligence IV
Isolating top-k dense regions with filtration of sparse background
Pattern Recognition Letters
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
A new algorithm for initial cluster centers in k-means algorithm
Pattern Recognition Letters
Neighborhood density method for selecting initial cluster centers in k-means clustering
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Self-organizing maps as substitutes for k-means clustering
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Dimension reduction for clustering time series using global characteristics
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Self-organizing map initialization
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
A comparative study on representing units in chinese text clustering
KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
A novel visual clustering algorithm for finding community in complex network
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Weighted k-means for density-biased clustering
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Clustering and metaclustering with nonnegative matrix decompositions
ECML'05 Proceedings of the 16th European conference on Machine Learning
AIS'04 Proceedings of the 13th international conference on AI, Simulation, and Planning in High Autonomy Systems
On autonomous k-means clustering
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Document clustering using linear partitioning hyperplanes and reallocation
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Expert Systems with Applications: An International Journal
ESORICS'05 Proceedings of the 10th European conference on Research in Computer Security
A non-parametric visual-sense model of images--extending the cluster hypothesis beyond text
Multimedia Tools and Applications
A cluster centers initialization method for clustering categorical data
Expert Systems with Applications: An International Journal
Fast global k-means with similarity functions algorithm
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A new clustering algorithm based on k-means using a line segment as prototype
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Privileged information for data clustering
Information Sciences: an International Journal
Behavior based approach for robot navigation and chemical anomaly tracking
ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
Graph based k-means clustering
Signal Processing
An architecture for component-based design of representative-based clustering algorithms
Data & Knowledge Engineering
PROBABILISTIC HEURISTICS FOR HIERARCHICAL WEB DATA CLUSTERING
Computational Intelligence
Partitive clustering (K-means family)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Stratified k-means clustering over a deep web data source
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Shape-Based clustering for time series data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A heuristic for non-convex variance-based clustering criteria
SEA'12 Proceedings of the 11th international conference on Experimental Algorithms
A comparative study of efficient initialization methods for the k-means clustering algorithm
Expert Systems with Applications: An International Journal
Distributed data mining patterns and services: an architecture and experiments
Concurrency and Computation: Practice & Experience
The effectiveness of lloyd-type methods for the k-means problem
Journal of the ACM (JACM)
A clustering technique for news articles using WordNet
Knowledge-Based Systems
Projective clustering ensembles
Data Mining and Knowledge Discovery
Improved Parameterless K-Means: Auto-Generation Centroids and Distance Data Point Clusters
International Journal of Information Retrieval Research
k'-Means algorithms for clustering analysis with frequency sensitive discrepancy metrics
Pattern Recognition Letters
A patch-based non-local means method for image denoising
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A self-similarity approach to repairing large dropouts of streamed music
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Data stream clustering: A survey
ACM Computing Surveys (CSUR)
Hartigan's K-means versus Lloyd's K-means: is it time for a change?
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Instability and cluster stability variance for real clusterings
Information Sciences: an International Journal
Survey of Clustering: Algorithms and Applications
International Journal of Information Retrieval Research
Future Generation Computer Systems
Unsupervised categorization of human motion sequences
Intelligent Data Analysis
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