Automatic Clustering Using a Synergy of Genetic Algorithm and Multi-objective Differential Evolution
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Microarray Time-Series Data Clustering via Multiple Alignment of Gene Expression Profiles
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
A bacterial evolutionary algorithm for automatic data clustering
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Automatic clustering with multi-objective differential evolution algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A quality metric for multi-objective optimization based on hierarchical clustering techniques
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Analysis of hyperspectral data with diffusion maps and fuzzy ART
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Adaptive fuzzy priors for Bayesian inference
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
Application notes: data mining in cancer research
IEEE Computational Intelligence Magazine
Optimizations in time series clustering and prediction
Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing on International Conference on Computer Systems and Technologies
SVM-based supervised and unsupervised classification schemes
WSEAS Transactions on Computers
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Clustering and visualizing SOM results
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
TopoART: a topology learning hierarchical ART network
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Linear projection method based on information theoretic learning
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Application of SOM-based visualization maps for time-response analysis of industrial processes
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Comparing fuzzy, probabilistic, and possibilistic partitions
IEEE Transactions on Fuzzy Systems
A time-efficient pattern reduction algorithm for k-means clustering
Information Sciences: an International Journal
Semi-supervised learning of edge filters for volumetric image segmentation
Proceedings of the 32nd DAGM conference on Pattern recognition
Clustering and semantics preservation in cultural heritage information spaces
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
The discovery of hierarchical cluster structures assisted by a visualization technique
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Microstructure dynamics and agent-based financial markets
MABS'10 Proceedings of the 11th international conference on Multi-agent-based simulation
A top-down approach for hierarchical cluster exploration by visualization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
A new dissimilarity measure for trajectories with applications in anomaly detection
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Partition selection approach for hierarchical clustering based on clustering ensemble
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
PCTA: privacy-constrained clustering-based transaction data anonymization
Proceedings of the 4th International Workshop on Privacy and Anonymity in the Information Society
International Journal of Systems, Control and Communications
Towards a mapping of modern AIS and LCS
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
Clustering rankings in the fourier domain
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Feature subset-wise mixture model-based clustering via local search algorithm
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Semi-supervised constrained clustering with cluster outlier filtering
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A multi-level thresholding-based method to learn fuzzy membership functions from data warehouse
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A multi-agent based approach to clustering: harnessing the power of agents
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
An algorithm for sample and data dimensionality reduction using fast simulated annealing
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
A dissimilarity measure for automate moderation in online social networks
Proceedings of the 4th International Workshop on Web Intelligence & Communities
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Utility-guided Clustering-based Transaction Data Anonymization
Transactions on Data Privacy
Dynamic clustering with soft computing
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
FiRePat—Finding Regulatory Patterns between sRNAs and Genes
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
MB-GNG: Addressing drawbacks in multi-objective optimization estimation of distribution algorithms
Operations Research Letters
A framework for Multi-Agent Based Clustering
Autonomous Agents and Multi-Agent Systems
A general approach for adaptive kernels in semi-supervised clustering
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Pattern discovery from patient controlled analgesia demand behavior
Computers in Biology and Medicine
Modelling and recognition of signed expressions using subunits obtained by data---driven approach
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Fuzzy classification method in credit risk
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
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
Analysing 3G radio network performance with fuzzy methods
Neurocomputing
PREACO: A fast ant colony optimization for codebook generation
Applied Soft Computing
An empirical evaluation of different initializations on the number of k-means iterations
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Parametrisation and correlation analysis applied to music mood classification
International Journal of Computational Intelligence Studies
Multifactor modelling system with cloud based pre-processing
Proceedings of the 14th International Conference on Computer Systems and Technologies
Data stream clustering: A survey
ACM Computing Surveys (CSUR)
Original article: Fast clustering of GARCH processes via Gaussian mixture models
Mathematics and Computers in Simulation
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A survey on latent tree models and applications
Journal of Artificial Intelligence Research
Ant Colony Algorithms for Data Learning
International Journal of Applied Evolutionary Computation
A new dissimilarity measure for online social networks moderation
Web Intelligence and Agent Systems - Web Intelligence and Communities
M-cluster and X-ray: Two methods for multi-jammer localization in wireless sensor networks
Integrated Computer-Aided Engineering
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This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes on to explore: proximity measures; hierarchical clustering; partition clustering; neural network-based clustering; kernel-based clustering; sequential data clustering; large-scale data clustering; data visualization and high-dimensional data clustering; and cluster validation. The authors assume no previous background in clustering and their generous inclusion of examples and references help make the subject matter comprehensible for readers of varying levels and backgrounds.