Towards mapping library and information science
Information Processing and Management: an International Journal - Special issue: Informetrics
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Analyzing harmonic monitoring data using data mining
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Possibilistic fuzzy co-clustering of large document collections
Pattern Recognition
A survey of kernel and spectral methods for clustering
Pattern Recognition
Relational visual cluster validity (RVCV)
Pattern Recognition Letters
Short communication: Variable space hidden Markov model for topic detection and analysis
Knowledge-Based Systems
Journal of Global Optimization
Comparison between two coevolutionary feature weighting algorithms in clustering
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Diva: a variance-based clustering approach for multi-type relational data
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Recognition of semiconductor defect patterns using spatial filtering and spectral clustering
Expert Systems with Applications: An International Journal
Exploitation of a parallel clustering algorithm on commodity hardware with P2P-MPI
The Journal of Supercomputing
Guilt-by-association feature selection: Identifying biomarkers from proteomic profiles
Journal of Biomedical Informatics
Computers and Operations Research
Clustering for metric and non-metric distance measures
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
New approach for extracting knowledge from the XCS learning classifier system
International Journal of Hybrid Intelligent Systems
Effective clustering and boundary detection algorithm based on Delaunay triangulation
Pattern Recognition Letters
A general grid-clustering approach
Pattern Recognition Letters
Image classification using biologically inspired systems
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
A hierarchical clustering algorithm based on the Hungarian method
Pattern Recognition Letters
Particle swarm optimization for multimodal functions: a clustering approach
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Improving density-based methods for hierarchical clustering of web pages
Data & Knowledge Engineering
Improved search strategies and extensions to k-medoids-based clustering algorithms
International Journal of Business Intelligence and Data Mining
A Graph Clustering Algorithm Based on Minimum and Normalized Cut
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Ordering Grids to Identify the Clustering Structure
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Behavioural Modeling by Clustering Based on Utility Measures
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
H-BayesClust: A New Hierarchical Clustering Based on Bayesian Networks
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
User Assisted Substructure Extraction in Molecular Data Mining
MDA '08 Proceedings of the 3rd international conference on Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry
Robust Clustering by Aggregation and Intersection Methods
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
A Hybrid Clustering Algorithm Based on Multi-swarm Constriction PSO and GRASP
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Sequential Proximity-Based Clustering for Telecommunication Network Alarm Correlation
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Nonlinear clustering-based support vector machine for large data sets
Optimization Methods & Software - Mathematical programming in data mining and machine learning
International Journal of Remote Sensing
Identifying clusters of user behavior in intranet search engine log files
Journal of the American Society for Information Science and Technology
Incremental clustering of dynamic data streams using connectivity based representative points
Data & Knowledge Engineering
Expert Systems with Applications: An International Journal
Separation of composite defect patterns on wafer bin map using support vector clustering
Expert Systems with Applications: An International Journal
Outlier identification and market segmentation using kernel-based clustering techniques
Expert Systems with Applications: An International Journal
DS '08 Proceedings of the 11th International Conference on Discovery Science
Standard and Fuzzy Rough Entropy Clustering Algorithms in Image Segmentation
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
A Wavelet-Based Model to Recognize High-Quality Topics on Web Forum
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Coresets and approximate clustering for Bregman divergences
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
A comprehensive validity index for clustering
Intelligent Data Analysis
Address block segmentation using ensemble-clustering techniques
CompSysTech '08 Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
Learning and Intelligent Optimization
Clustering of document collection - A weighting approach
Expert Systems with Applications: An International Journal
A sensor planning system for automated headlamp lens inspection
Expert Systems with Applications: An International Journal
Optimized union of non-disjoint distributed data sets
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
A novel discrete particle swarm clustering algorithm for data clustering
Proceedings of the 2nd Bangalore Annual Compute Conference
Expansive competitive learning for kernel vector quantization
Pattern Recognition Letters
A genetic algorithm with gene rearrangement for K-means clustering
Pattern Recognition
Bayesian clustering of flow cytometry data for the diagnosis of B-Chronic Lymphocytic Leukemia
Journal of Biomedical Informatics
Efficient layered density-based clustering of categorical data
Journal of Biomedical Informatics
Genetic algorithm-based clustering approach for k-anonymization
Expert Systems with Applications: An International Journal
Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Approximate Spectral Clustering
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Color homogram for segmentation of fine needle biopsy images
Machine Graphics & Vision International Journal
Fuzzy connectivity clustering with radial basis kernel functions
Fuzzy Sets and Systems
Clustering with r-regular graphs
Pattern Recognition
Effective spatial clustering methods for optimal facility establishment
Intelligent Data Analysis
Top-k typicality queries and efficient query answering methods on large databases
The VLDB Journal — The International Journal on Very Large Data Bases
Investigation of Fuzzy Adaptive Resonance Theory in Network Anomaly Intrusion Detection
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Pipelined Genetic Algorithm Initialized RAN Based RBF Modulation Classifier
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Performance improvements of a Kohonen self organizing classification algorithm on sparse data sets
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Enhanced bisecting k-means clustering using intermediate cooperation
Pattern Recognition
Interactive Visualization Tools for Meta-Clustering
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Efficient Data Clustering by Local Density Approximation
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Metaclustering and Consensus Algorithms for Interactive Data Analysis and Validation
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
A More Relaxed Model for Graph-Based Data Clustering: s-Plex Editing
AAIM '09 Proceedings of the 5th International Conference on Algorithmic Aspects in Information and Management
Classification of SPECT Images Using Clustering Techniques Revisited
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
A Hybrid Bumble Bees Mating Optimization - GRASP Algorithm for Clustering
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Graph-Based Data Clustering with Overlaps
COCOON '09 Proceedings of the 15th Annual International Conference on Computing and Combinatorics
Adaptive Visual Clustering for Mixed-Initiative Information Structuring
Proceedings of the Symposium on Human Interface 2009 on ConferenceUniversal Access in Human-Computer Interaction. Part I: Held as Part of HCI International 2009
Cluster Analysis Based on the Central Tendency Deviation Principle
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
This Just In! Your Life in the Newspaper
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II
Relational Sequence Clustering for Aggregating Similar Agents
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
A CBR-based fuzzy decision tree approach for database classification
Expert Systems with Applications: An International Journal
Discovering pattern-based subspace clusters by pattern tree
Knowledge-Based Systems
Towards Good Enough Testing: A Cognitive-Oriented Approach Applied to Infotainment Systems
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
A survey of evolutionary algorithms for clustering
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
The global kernel k-means algorithm for clustering in feature space
IEEE Transactions on Neural Networks
Clustering: A neural network approach
Neural Networks
A pattern-based outlier detection method identifying abnormal attributes in software project data
Information and Software Technology
Normality-based validation for crisp clustering
Pattern Recognition
Context-aware taxi demand hotspots prediction
International Journal of Business Intelligence and Data Mining
EIDBSCAN: An Extended Improving DBSCAN algorithm with sampling techniques
International Journal of Business Intelligence and Data Mining
Mining the Largest Dense Vertexlet in a Weighted Scale-free Graph
Fundamenta Informaticae
A new separation measure for improving the effectiveness of validity indices
Information Sciences: an International Journal
Collaborative clustering with background knowledge
Data & Knowledge Engineering
Computers and Electrical Engineering
Using trees to depict a forest
Proceedings of the VLDB Endowment
Framework for evaluating clustering algorithms in duplicate detection
Proceedings of the VLDB Endowment
Adaptive-expectation based multi-attribute FTS model for forecasting TAIEX
Computers & Mathematics with Applications
An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Key Point Based Data Analysis Technique
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Minimum description length and clustering with exemplars
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
Data clustering using a modified Kuwahara filter
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Learning the number of Gaussian cusing hypothesis test
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
ART properties of interest in engineering applications
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Hebbian self-organizing integrate-and-fire networks for data clustering
Neural Computation
Sink placement without location information in large-scale wireless sensor networks
AINTEC '09 Asian Internet Engineering Conference
Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation
Journal of Mathematical Imaging and Vision
A parameter-free hybrid clustering algorithm used for malware categorization
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
Agents learn from human experts: an approach to test reconfigurable systems
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Pulmonary nodule classification aided by clustering
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A novel region based image fusion method using highboost filtering
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Fuzzy clustering with weighted medoids for relational data
Pattern Recognition
Semantic structuring and retrieval of event chapters in social photo collections
Proceedings of the international conference on Multimedia information retrieval
Pattern Recognition
Artificial Intelligence in Medicine
Post-processing clustering to decrease variability in XCS induced rulesets
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Clustering ensembles based on normalized edges
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Affection factor optimization in data field clustering
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
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 KNN-Scoring Based Core-Growing Approach to Cluster Analysis
Journal of Signal Processing Systems
Optimization of spatiotemporal clustering for target tracking from multisensor data
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
An ontology-based software framework to provide educational data mining
Proceedings of the 2010 ACM Symposium on Applied Computing
Generalized external indexes for comparing data partitions with overlapping categories
Pattern Recognition Letters
Multi-objective clustering ensemble with prior knowledge
BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Cluster domains in binary minimization problems
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Partitioning-clustering techniques applied to the electricity price time series
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
A three-stage approach based on the self-organizing map for satellite image classification
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Ant-MST: an ant-based minimum spanning tree for gene expression data clustering
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
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
An effective clustering procedure of neuronal response profiles in graded thermal stimulation
Expert Systems with Applications: An International Journal
Weighted partition consensus via kernels
Pattern Recognition
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Rough cluster algorithm based on kernel function
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Cluster analysis and fuzzy query in ship maintenance and design
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
K-means clustering seeds initialization based on centrality, sparsity, and isotropy
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Automatic k-means for color enteromorpha image segmentation
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
A combination of PSO and K-means methods to solve haplotype reconstruction problem
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
On cluster tree for nested and multi-density data clustering
Pattern Recognition
A fuzzy bi-clustering approach to correlate web users and pages
International Journal of Knowledge and Web Intelligence
A population approach to ubicomp system design
Proceedings of the 2010 ACM-BCS Visions of Computer Science Conference
A boltzmann theory based dynamic agglomerative hierarchical clustering
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Sum-of-squares based cluster validity index and significance analysis
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Subspace clustering of images using ant colony optimisation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Underdetermined convolutive blind source separation via time-frequency masking
IEEE Transactions on Audio, Speech, and Language Processing
A robust method to count and locate audio sources in a multichannel underdetermined mixture
IEEE Transactions on Signal Processing
An effective method of pruning support vector machine classifiers
IEEE Transactions on Neural Networks
Clustering for metric and nonmetric distance measures
ACM Transactions on Algorithms (TALG)
Neural mechanisms of the mind, Aristotle, Zadeh, and fMRI
IEEE Transactions on Neural Networks
Automatic malware categorization using cluster ensemble
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Pattern recognition to forecast seismic time series
Expert Systems with Applications: An International Journal
Apply robust segmentation to the service industry using kernel induced fuzzy clustering techniques
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Ant clustering algorithm with K-harmonic means clustering
Expert Systems with Applications: An International Journal
IEEE Journal on Selected Areas in Communications - Special issue on next-generation broadband optical access network technologies
Probing the existence of medium pulmonary crackles via model-based clustering
Computers in Biology and Medicine
Journal of Computational Neuroscience
A transductive neuro-fuzzy controller: application to a drilling process
IEEE Transactions on Neural Networks
A Bayesian framework for image segmentation with spatially varying mixtures
IEEE Transactions on Image Processing
Maximum normalized spacing for efficient visual clustering
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Approximate pairwise clustering for large data sets via sampling plus extension
Pattern Recognition
Stability-based validation of bicluster solutions
Pattern Recognition
Subjective measurement of cosmetic defects using a Computational Intelligence approach
Engineering Applications of Artificial Intelligence
Using genetic algorithm for selection of initial cluster centers for the K-means method
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
A data labeling method for clustering categorical data
Expert Systems with Applications: An International Journal
Exploring the performance limit of cluster ensemble techniques
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Meta-composer: synthesizing online FRBR works from library resources
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Supervised and unsupervised clustering with probabilistic shift
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Generation of comprehensible representations by supposed maximum information
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Probabilistic self-organizing maps for continuous data
IEEE Transactions on Neural Networks
IEEE Transactions on Fuzzy Systems
Semantic Clustering Using Multiple Ontologies
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Performance of ontology-based semantic similarities in clustering
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
A time-efficient pattern reduction algorithm for k-means clustering
Information Sciences: an International Journal
Local matrix adaptation in topographic neural maps
Neurocomputing
Multi-group QoS consensus for web services
Journal of Computer and System Sciences
Reducing the cost of model-based testing through test case diversity
ICTSS'10 Proceedings of the 22nd IFIP WG 6.1 international conference on Testing software and systems
Dampster-Shafer evidence theory based multi-characteristics fusion for clustering evaluation
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
State-space dynamics distance for clustering sequential data
Pattern Recognition
Efficiency issues of evolutionary k-means
Applied Soft Computing
GMM based SPECT image classification for the diagnosis of Alzheimer's disease
Applied Soft Computing
Is grey relational analysis superior to the conventional techniques in predicting financial crisis?
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Clustering and semantics preservation in cultural heritage information spaces
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Generalized graph clustering: recognizing (p, q)-cluster graphs
WG'10 Proceedings of the 36th international conference on Graph-theoretic concepts in computer science
Document clustering using synthetic cluster prototypes
Data & Knowledge Engineering
A proposal for news recommendation based on clustering techniques
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Improved graph-based metrics for clustering high-dimensional datasets
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
A survey of multilinear subspace learning for tensor data
Pattern Recognition
APSCAN: A parameter free algorithm for clustering
Pattern Recognition Letters
Future Generation Computer Systems
A new hybrid method based on partitioning-based DBSCAN and ant clustering
Expert Systems with Applications: An International Journal
Efficient link-based clustering in a large scaled blog network
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
A review on particle swarm optimization algorithms and their applications to data clustering
Artificial Intelligence Review
A review: accuracy optimization in clustering ensembles using genetic algorithms
Artificial Intelligence Review
XML data clustering: An overview
ACM Computing Surveys (CSUR)
A novel evolutionary clustering algorithm based on Gaussian mixture model
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Minimum spanning tree based split-and-merge: A hierarchical clustering method
Information Sciences: an International Journal
Interactive schematic summaries for exploration of surveillance video
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Fast density-weighted low-rank approximation spectral clustering
Data Mining and Knowledge Discovery
Applying a dynamic threshold to improve cluster detection of LSI
Science of Computer Programming
A new clustering approach on the basis of dynamical neural field
Neural Computation
BARTMAP: A viable structure for biclustering
Neural Networks
Projected Gustafson-Kessel clustering algorithm and its convergence
Transactions on rough sets XIV
Data clustering based on an efficient hybrid of K-harmonic means, PSO and GA
Transactions on computational collective intelligence IV
Clustering Algorithms for Chains
The Journal of Machine Learning Research
Relevance learning in unsupervised vector quantization based on divergences
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
Data driven bandwidth for medoid shift algorithm
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
Neighborhood based clustering method for arbitrary shaped clusters
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Partitioning hard clustering algorithms based on multiple dissimilarity matrices
Pattern Recognition
Fast affinity propagation clustering: A multilevel approach
Pattern Recognition
Fault Detection, Diagnosis and Prediction in Electrical Valves Using Self-Organizing Maps
Journal of Electronic Testing: Theory and Applications
A survey: hybrid evolutionary algorithms for cluster analysis
Artificial Intelligence Review
An enhanced clustering algorithm for mobile ad hoc networks to improve the throughput
International Journal of Mobile Network Design and Innovation
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Adjusting Fuzzy Similarity Functions for use with standard data mining tools
Journal of Systems and Software
Distilling relevant documents by means of dynamic quantum clustering
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Rough kernel clustering algorithm with adaptive parameters
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Proceedings of the VLDB Endowment
A genetic clustering algorithm using a message-based similarity measure
Expert Systems with Applications: An International Journal
Classification of 3-D objects and faces employing view-based clusters
Computers and Electrical Engineering
Weighted association based methods for the combination of heterogeneous partitions
Pattern Recognition Letters
Envisioning dynamic quantum clustering in information retrieval
QI'11 Proceedings of the 5th international conference on Quantum interaction
Comparative analysis of power consumption in university buildings using envSOM
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Pattern recognition in biological time series
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
A More Relaxed Model for Graph-Based Data Clustering: $s$-Plex Cluster Editing
SIAM Journal on Discrete Mathematics
An integrative multi-level analysis of internet path changes
Proceedings of The ACM CoNEXT Student Workshop
Image classification using an ant colony optimization approach
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
Support vector machine classification based on fuzzy clustering for large data sets
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A novel approach for effective learning of cluster structures with biological data applications
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
An efficient algorithm for maximal margin clustering
Journal of Global Optimization
Theory of a probabilistic-dependence measure of dissimilarity among multiple clusters
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Hierarchical clustering with proximity metric derived from approximate reflectional symmetry
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Differential evolution fuzzy clustering algorithm based on kernel methods
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A modified k-means clustering with a density-sensitive distance metric
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A study of particle swarm optimization in gene regulatory networks inference
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Detecting communities in sparse MANETs
IEEE/ACM Transactions on Networking (TON)
Development of a soldering quality classifier system using a hybrid data mining approach
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Weighted fuzzy c-means clustering based on double coding genetic algorithm
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
An efficient similarity-based validity index for kernel clustering algorithm
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A two-stage genetic algorithm for automatic clustering
Neurocomputing
A scatternet formation algorithm for Bluetooth networks with a non-uniform distribution of devices
Journal of Network and Computer Applications
Extending faceted navigation for RDF data
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
NNCluster: an efficient clustering algorithm for road network trajectories
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
Determining the number of clusters using information entropy for mixed data
Pattern Recognition
A 3d video rendering and transmission mechanism based on clouding computing system
GPC'10 Proceedings of the 5th international conference on Advances in Grid and Pervasive Computing
Improved response modeling based on clustering, under-sampling, and ensemble
Expert Systems with Applications: An International Journal
Multi-way clustering and biclustering by the Ratio cut and Normalized cut in graphs
Journal of Combinatorial Optimization
What is the region occupied by a set of points?
GIScience'06 Proceedings of the 4th international conference on Geographic Information Science
Subtle gaze manipulation for improved mammography training
Proceedings of the Symposium on Eye Tracking Research and Applications
Using Clustering and Metric Learning to Improve Science Return of Remote Sensed Imagery
ACM Transactions on Intelligent Systems and Technology (TIST)
Computers and Electronics in Agriculture
Integration of particle swarm optimization and genetic algorithm for dynamic clustering
Information Sciences: an International Journal
Intuitionistic fuzzy MST clustering algorithms
Computers and Industrial Engineering
KIDBSCAN: a new efficient data clustering algorithm
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A novel self-created tree structure based multi-view face detection
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Categorization of large text collections: feature selection for training neural networks
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
iVAT and aVAT: enhanced visual analysis for cluster tendency assessment
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
An automatic index validity for clustering
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Adjusting the clustering results referencing an external set
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
ICE - Intelligent Clustering Engine: A clustering gadget for Google Desktop
Expert Systems with Applications: An International Journal
A new grouping genetic algorithm for clustering problems
Expert Systems with Applications: An International Journal
Clustering source code files to predict change propagation during software maintenance
Proceedings of the 50th Annual Southeast Regional Conference
Graph based k-means clustering
Signal Processing
Constructing the shortest ECOC for fast multi-classification
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Large scale microblog mining using distributed MB-LDA
Proceedings of the 21st international conference companion on World Wide Web
A multi-agent recommender system for supporting device adaptivity in e-Commerce
Journal of Intelligent Information Systems
International Journal of Approximate Reasoning
An architecture for component-based design of representative-based clustering algorithms
Data & Knowledge Engineering
Gene transposon based clone selection algorithm for automatic clustering
Information Sciences: an International Journal
PROBABILISTIC HEURISTICS FOR HIERARCHICAL WEB DATA CLUSTERING
Computational Intelligence
An overview of the use of neural networks for data mining tasks
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Chaotic ant swarm approach for data clustering
Applied Soft Computing
An efficient clustering algorithm based on histogram threshold
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
The semantics of clustering: analysis of user-generated spatializations of text documents
Proceedings of the International Working Conference on Advanced Visual Interfaces
Graph-based data clustering with overlaps
Discrete Optimization
A two-leveled symbiotic evolutionary algorithm for clustering problems
Applied Intelligence
Clustering high dimensional data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Optimal source-based filtering of malicious traffic
IEEE/ACM Transactions on Networking (TON)
Automatic Stream Surface Seeding: A Feature Centered Approach
Computer Graphics Forum
Discovering inherent event taxonomies from social media collections
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
A hybrid heuristic for the k-medoids clustering problem
Proceedings of the 14th annual conference on Genetic and evolutionary computation
On editing graphs into 2-club clusters
FAW-AAIM'12 Proceedings of the 6th international Frontiers in Algorithmics, and Proceedings of the 8th international conference on Algorithmic Aspects in Information and Management
On optimizing the non-metric similarity search in tandem mass spectra by clustering
ISBRA'12 Proceedings of the 8th international conference on Bioinformatics Research and Applications
Semi-supervised clustering with discriminative random fields
Pattern Recognition
Far efficient K-means clustering algorithm
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Applying a novel decision rule to the semi-supervised clustering method based on one-class SVM
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
SOHAC: efficient storage of tick data that supports search and analysis
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
GPU-Accelerated non-negative matrix factorization for text mining
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
White matter segmentation from MR images in subjects with brain tumours
ITIB'12 Proceedings of the Third international conference on Information Technologies in Biomedicine
Monte Carlo cluster refinement for noise robust image segmentation
Journal of Visual Communication and Image Representation
Protein blocks versus hydrogen bonds based alphabets for protein structure classification
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Extracting elite pairwise constraints for clustering
Neurocomputing
A hybrid particle Swarm optimization algorithm for clustering analysis
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Detecting RNA sequences using two-stage SVM classifier
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Orientation domains: A mobile grid clustering algorithm with spherical corrections
Computers & Geosciences
Probabilistic support vector machines for classification of noise affected data
Information Sciences: an International Journal
Registrar: a complete-memory operator to enhance performance of genetic algorithms
Journal of Global Optimization
A modification of the k-means method for quasi-unsupervised learning
Knowledge-Based Systems
PCA-based high-dimensional noisy data clustering via control of decision errors
Knowledge-Based Systems
Online semantic mapping of urban environments
SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Center-Wise intra-inter silhouettes
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
Noise-enhanced clustering and competitive learning algorithms
Neural Networks
Clustering based on density estimation with sparse grids
KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
Spectral clustering based on k-nearest neighbor graph
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Enriching Documents with Examples: A Corpus Mining Approach
ACM Transactions on Information Systems (TOIS)
Moving object detection with laser scanners
Journal of Field Robotics
Visualisation of sensor data from animal movement
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Applying the JBOS reduction method for relevant knowledge extraction
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Pattern recognition in satellite monitoring of water and ice surfaces
Pattern Recognition and Image Analysis
Biclustering and subspace learning with regularization for financial risk analysis
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
A survey on enhanced subspace clustering
Data Mining and Knowledge Discovery
Achieving scalable model-based testing through test case diversity
ACM Transactions on Software Engineering and Methodology (TOSEM)
p-PIC: Parallel power iteration clustering for big data
Journal of Parallel and Distributed Computing
PHA: A fast potential-based hierarchical agglomerative clustering method
Pattern Recognition
Relational partitioning fuzzy clustering algorithms based on multiple dissimilarity matrices
Fuzzy Sets and Systems
Soft clustering -- Fuzzy and rough approaches and their extensions and derivatives
International Journal of Approximate Reasoning
An algorithm for underdetermined mixing matrix estimation
Neurocomputing
Towards a More Scalable Schema Matching: A Novel Approach
International Journal of Distributed Systems and Technologies
Data Field for Hierarchical Clustering
International Journal of Data Warehousing and Mining
Improved Parameterless K-Means: Auto-Generation Centroids and Distance Data Point Clusters
International Journal of Information Retrieval Research
Effective Service Composition in Large Scale Service Market: An Empirical Evidence Enhanced Approach
International Journal of Web Services Research
Clustering algorithm recommendation: a meta-learning approach
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
An elastic net clustering algorithm for non-linearly separable data
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
An enriched game-theoretic framework for multi-objective clustering
Applied Soft Computing
A multivariate fuzzy c-means method
Applied Soft Computing
Efficient privacy-aware record integration
Proceedings of the 16th International Conference on Extending Database Technology
Linked data classification: a feature-based approach
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Nature-Inspired Clustering Algorithms for Web Intelligence Data
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Future Generation Computer Systems
AUIC '11 Proceedings of the Twelfth Australasian User Interface Conference - Volume 117
Results on mining NHANES data: A case study in evidence-based medicine
Computers in Biology and Medicine
Kinetic 2-centers in the black-box model
Proceedings of the twenty-ninth annual symposium on Computational geometry
Searching for novel clustering programs
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Visual-interactive querying for multivariate research data repositories using bag-of-words
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Semantically enhanced text stemmer (SETS) for cross-domain document clustering
KES'12 Proceedings of the 16th international conference on Knowledge Engineering, Machine Learning and Lattice Computing with Applications
Comparing relational and non-relational algorithms for clustering propositional data
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Improvements to the quantum evolutionary clustering
International Journal of Data Analysis Techniques and Strategies
DCE-MRI and DWI integration for breast lesions assessment and heterogeneity quantification
Journal of Biomedical Imaging - Special issue on Advanced Signal Processing Methods for Biomedical Imaging
On the combination of relative clustering validity criteria
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Learning a subspace for clustering via pattern shrinking
Information Processing and Management: an International Journal
Probability-based text clustering algorithm by alternately repeating two operations
Journal of Information Science
Metamodeling by using multiple regression integrated K-means clustering algorithm
Proceedings of the Emerging M&S Applications in Industry & Academia / Modeling and Humanities Symposium
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Fuzzy partition based soft subspace clustering and its applications in high dimensional data
Information Sciences: an International Journal
A sample-based hierarchical adaptive K-means clustering method for large-scale video retrieval
Knowledge-Based Systems
Spatiotemporal periodical pattern mining in traffic data
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing
Incremental shared nearest neighbor density-based clustering
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Energy-efficient and secure in-network storage and retrieval for WSNs: an adaptive approach
The Journal of Supercomputing
Sense induction in folksonomies: a review
Artificial Intelligence Review
SMI 2013: Grouping real functions defined on 3D surfaces
Computers and Graphics
Nonlinear multicriteria clustering based on multiple dissimilarity matrices
Pattern Recognition
Development of vision for IT engineers' required skills by analysis of ITSS applying text mining
International Journal of Computer Applications in Technology
The novel seeding-based semi-supervised fuzzy clustering algorithm inspired by diffusion processes
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Representative cross information potential clustering
Pattern Recognition Letters
From taxi GPS traces to social and community dynamics: A survey
ACM Computing Surveys (CSUR)
A novel clustering algorithm based Gaussian mixture model for image segmentation
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Energy-based function to evaluate data stream clustering
Advances in Data Analysis and Classification
An emotion understanding framework for intelligent agents based on episodic and semantic memories
Autonomous Agents and Multi-Agent Systems
Data structure-guided development of electrocardiographic signal characterization and classification
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Evolutionary k-means for distributed data sets
Neurocomputing
Expert Systems with Applications: An International Journal
Self-Organizing Hidden Markov Model Map (SOHMMM)
Neural Networks
A new interactive semi-supervised clustering model for large image database indexing
Pattern Recognition Letters
Dynamic clustering of histogram data based on adaptive squared Wasserstein distances
Expert Systems with Applications: An International Journal
A survey on latent tree models and applications
Journal of Artificial Intelligence Research
Kernel fuzzy c-means with automatic variable weighting
Fuzzy Sets and Systems
Cluster analysis: unsupervised learning via supervised learning with a non-convex penalty
The Journal of Machine Learning Research
Journal of Information Science
A size-insensitive integrity-based fuzzy c-means method for data clustering
Pattern Recognition
Spontaneous clustering via minimum gamma-divergence
Neural Computation
Using learning analytics to identify successful learners in a blended learning course
International Journal of Technology Enhanced Learning
A hardware solution for real-time intelligent fingerprint acquisition
Journal of Real-Time Image Processing
Hierarchical Social Network Analysis Using a Multi-Agent System: A School System Case
International Journal of Agent Technologies and Systems
Multi-Objective Optimization Based on Brain Storm Optimization Algorithm
International Journal of Swarm Intelligence Research
Storage-optimizing clustering algorithms for high-dimensional tick data
Expert Systems with Applications: An International Journal
Enhanced cross-domain document clustering with a semantically enhanced text stemmer SETS
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
Quantum Information Processing
Fast classification for large data sets via random selection clustering and Support Vector Machines
Intelligent Data Analysis
Data stream dynamic clustering supported by Markov chain isomorphisms
Intelligent Data Analysis
A binomial noised model for cluster validation
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
Computational Intelligence and Neuroscience
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Data analysis plays an indispensable role for understanding various phenomena. Cluster analysis, primitive exploration with little or no prior knowledge, consists of research developed across a wide variety of communities. The diversity, on one hand, equips us with many tools. On the other hand, the profusion of options causes confusion. We survey clustering algorithms for data sets appearing in statistics, computer science, and machine learning, and illustrate their applications in some benchmark data sets, the traveling salesman problem, and bioinformatics, a new field attracting intensive efforts. Several tightly related topics, proximity measure, and cluster validation, are also discussed.