Supervised versus unsupervised binary-learning by feedforward neural networks

Application of LVQ to novelty detection using outlier training data

Pattern Recognition Letters

Focusing on non-respondents: Response modeling with novelty detectors

Expert Systems with Applications: An International Journal

One-class document classification via Neural Networks

Neurocomputing

Conflict-sensitivity contexture learning algorithm for mining interesting patterns using neuro-fuzzy network with decision rules

Expert Systems with Applications: An International Journal

Cost-sensitive boosting for classification of imbalanced data

Pattern Recognition

The class imbalance problem: A systematic study

Intelligent Data Analysis

Unsupervised learning neural network with convex constraint: Structure and algorithm

Neurocomputing

Incremental data-driven learning of a novelty detection model for one-class classification with application to high-dimensional noisy data

Machine Learning

Improving authentication accuracy using artificial rhythms and cues for keystroke dynamics-based authentication

Expert Systems with Applications: An International Journal

A dynamic over-sampling procedure based on sensitivity for multi-class problems

Pattern Recognition

Text classification for data loss prevention

PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies

SOM-based novelty detection using novel data

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning

Clustering based one-class classification for compliance verification of the comprehensive nuclear-test-ban treaty

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence

DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets

Data & Knowledge Engineering

A self-organized neural comparator

Neural Computation

A Fast Multiclass Classification Algorithm Based on Cooperative Clustering

Neural Processing Letters

Review: A review of novelty detection

Signal Processing