Intelligent clustering with instance-level constraints

An algorithm for clustering and classification of series data with constraint of contiguity

Design and application of hybrid intelligent systems

Mixture Modeling with Pairwise, Instance-Level Class Constraints

Neural Computation

2006 Special issue: Machine learning in soil classification

Neural Networks - 2006 special issue: Earth sciences and environmental applications of computational intelligence

The complexity of non-hierarchical clustering with instance and cluster level constraints

Data Mining and Knowledge Discovery

Penalized Probabilistic Clustering

Neural Computation

Intractability and clustering with constraints

Proceedings of the 24th international conference on Machine learning

Learning assignment order of instances for the constrained K-means clustering algorithm

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Value, cost, and sharing: open issues in constrained clustering

KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases

Density-based semi-supervised clustering

Data Mining and Knowledge Discovery

Multi-view clustering with constraint propagation for learning with an incomplete mapping between views

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

Exploratory hierarchical clustering for management zone delineation in precision agriculture

ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects

Measuring constraint-set utility for partitional clustering algorithms

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

Subspace metric ensembles for semi-supervised clustering of high dimensional data

ECML'06 Proceedings of the 17th European conference on Machine Learning

Fiber segmentation using constrained clustering

ICMB'10 Proceedings of the Second international conference on Medical Biometrics

Consensus clustering based on constrained self-organizing map and improved Cop-Kmeans ensemble in intelligent decision support systems

Knowledge-Based Systems

Two approaches to understanding when constraints help clustering

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

A unified framework for document clustering with dual supervision

ACM SIGAPP Applied Computing Review

Instance driven clustering for the imputation of missing data in KDD

International Journal of Communication Networks and Distributed Systems

Hierarchical constraints

Machine Learning