The Effects of Training Set Size on Decision Tree Complexity

Efficient progressive sampling

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Toward a theoretical understanding of why and when decision tree pruning algorithms fail

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

Multiple Comparisons in Induction Algorithms

Machine Learning

A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms

Machine Learning

Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey

Data Mining and Knowledge Discovery

A Survey of Methods for Scaling Up Inductive Algorithms

Data Mining and Knowledge Discovery

An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants

Machine Learning

Efficiently Determining the Starting Sample Size for Progressive Sampling

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

The Biases of Decision Tree Pruning Strategies

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis

Progressive rademacher sampling

Eighteenth national conference on Artificial intelligence

Data mining tasks and methods: Classification: decision-tree discovery

Handbook of data mining and knowledge discovery

Data mining tasks and methods: scalability

Handbook of data mining and knowledge discovery

Knowledge evaluation: statistical evaluations

Handbook of data mining and knowledge discovery

Machine learning

Handbook of data mining and knowledge discovery

Controlled Flux Results in Stable Decision Trees

ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence

Understanding process and the quest for deeper questions in software engineering research

Proceedings of the 9th European software engineering conference held jointly with 11th ACM SIGSOFT international symposium on Foundations of software engineering

A hierarchical knowledge-based environment for linguistic modeling: models and iterative methodology

Fuzzy Sets and Systems - Theme: Learning and modeling

Tree induction vs. logistic regression: a learning-curve analysis

The Journal of Machine Learning Research

Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification

IEEE Transactions on Knowledge and Data Engineering

Identifying Interesting Customers through Web Log Classification

IEEE Intelligent Systems

Evolutionary stratified training set selection for extracting classification rules with trade off precision-interpretability

Data & Knowledge Engineering

Anytime Learning of Decision Trees

The Journal of Machine Learning Research

Vector decision trees

Intelligent Data Analysis

An experimental evaluation of simplicity in rule learning

Artificial Intelligence

A novel Supervised Instance Selection algorithm

International Journal of Business Intelligence and Data Mining

Pedagogical Protocols Selection Automatic Assistance

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence

Detecting network intrusions using signal processing with query-based sampling filter

EURASIP Journal on Advances in Signal Processing - Special issue on signal processing applications in network intrusion detection systems

An analysis of reduced error pruning

Journal of Artificial Intelligence Research

On the combination of evolutionary algorithms and stratified strategies for training set selection in data mining

Applied Soft Computing

The Effects and Interactions of Data Quality and Problem Complexity on Classification

Journal of Data and Information Quality (JDIQ)

Mining data by query-based error-propagation

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Disease diagnosis using query-based neural networks

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III