Learning hard concepts through constructive induction: framework and rationale

Detecting feature interactions from accuracies of random feature subsets

AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence

Understanding the Crucial Role of AttributeInteraction in Data Mining

Artificial Intelligence Review

A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Theoretical and Empirical Analysis of ReliefF and RReliefF

Machine Learning

A hybrid decision tree/genetic algorithm method for data mining

Information Sciences: an International Journal - Special issue: Soft computing data mining

Redundant feature elimination for multi-class problems

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning

Artificial Intelligence Review

Input Variable Selection: Mutual Information and Linear Mixing Measures

IEEE Transactions on Knowledge and Data Engineering

An evolutionary approach to constructive induction for link discovery

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

Feature Construction and Feature Selection in Presence of Attribute Interactions

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

Evolutionary multi-feature construction for data reduction: A case study

Applied Soft Computing

Further experimental evidence against the utility of Occam's razor

Journal of Artificial Intelligence Research

Improving the design of induction methods by analyzing algorithm functionality and data-based concept complexity

IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2

A scheme for feature construction and a comparison of empirical methods

IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2

The utility of feature construction for back-propagation

IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2

Flexibly exploiting prior knowledge in empirical learning

IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2

On preprocessing data for financial credit risk evaluation

Expert Systems with Applications: An International Journal

An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples

Pattern Recognition

Generation of globally relevant continuous features for classification

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

The feature selection problem: traditional methods and a new algorithm

AAAI'92 Proceedings of the tenth national conference on Artificial intelligence

Generality is predictive of prediction accuracy

Data Mining

Real-time recognition of patient intentions from sequences of pressure maps using artificial neural networks

Computers in Biology and Medicine

Inferring ECA-based rules for ambient intelligence using evolutionary feature extraction

Journal of Ambient Intelligence and Smart Environments