Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks

Novelty detection with application to data streams

Intelligent Data Analysis - Knowledge Discovery from Data Streams

A frequent pattern based framework for event detection in sensor network stream data

Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data

Relational Frequent Patterns Mining for Novelty Detection from Data Streams

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition

Novelty Detection from Evolving Complex Data Streams with Time Windows

ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems

Classification and novel class detection of data streams in a dynamic feature space

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II

Resource aware distributed knowledge discovery

Ubiquitous knowledge discovery

Resource aware distributed knowledge discovery

Ubiquitous knowledge discovery

Classification and novel class detection in data streams with active mining

PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II

Energy-based function to evaluate data stream clustering

Advances in Data Analysis and Classification

Data stream dynamic clustering supported by Markov chain isomorphisms

Intelligent Data Analysis