Wrappers for performance enhancement and oblivious decision graphs

On the Optimality of the Simple Bayesian Classifier under Zero-One Loss

Machine Learning - Special issue on learning with probabilistic representations

Approximate statistical tests for comparing supervised classification learning algorithms

Neural Computation

Separate-and-Conquer Rule Learning

Artificial Intelligence Review

Performance comparisons of neural networks and machine learning techniques: a critical assessment of the methodology

New learning paradigms in soft computing

Non-traditional applications of data mining

Data mining for design and manufacturing

Incremental Feature Selection

Applied Intelligence

A Survey of Methods for Scaling Up Inductive Algorithms

Data Mining and Knowledge Discovery

High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application

Data Mining and Knowledge Discovery

Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction

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

A Simple Approach to Ordinal Classification

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

Feature Selection for a Real-World Learning Task

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition

The Lumberjack Algorithm for Learning Linked Decision Forests

SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation

Feature Selection for Clustering

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

Consistency Based Feature Selection

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

Data mining tasks and methods: scalability

Handbook of data mining and knowledge discovery

Case studies: Public domain, multiple mining tasks systems: MLC++

Handbook of data mining and knowledge discovery

On learning to predict web traffic

Decision Support Systems - Special issue: Web data mining

Consistency-based search in feature selection

Artificial Intelligence

Randomized Variable Elimination

The Journal of Machine Learning Research

An integrated approach for operational knowledge acquisition of refuse incinerators

Expert Systems with Applications: An International Journal

Optimizing combustion efficiency of a circulating fluidized boiler: A data mining approach

International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers from the KES2004 conference

Nonlinear Boosting Projections for Ensemble Construction

The Journal of Machine Learning Research

Identification of dynamic diagnostic models with the use of methodology of knowledge discovery in databases

Engineering Applications of Artificial Intelligence

Inferring Adaptive Regulation Thresholds and Association Rules from Gene Expression Data through Combinatorial Optimization Learning

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Input data for decision trees

Expert Systems with Applications: An International Journal

Regression via Classification applied on software defect estimation

Expert Systems with Applications: An International Journal

Innovation science: a primer

International Journal of Computer Applications in Technology

Feature Extraction for Dynamic Integration of Classifiers

Fundamenta Informaticae

Human Distress Sound Analysis and Characterization Using Advanced Classification Techniques

SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications

Multirelational classification: a multiple view approach

Knowledge and Information Systems

Bayesian classifiers based on kernel density estimation: Flexible classifiers

International Journal of Approximate Reasoning

Unbiased assessment of learning algorithms

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2

A decision rule-based method for feature selection in predictive data mining

Expert Systems with Applications: An International Journal

Optimisation of the decision tree technique applied to simulated sow herd datasets

Computers and Electronics in Agriculture

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

Evolutionary approach to overcome initialization parameters in classification problems

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1

The lumberjack algorithm for learning linked decision forests

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

Classification and reductio-ad-absurdum optimality proofs

AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence

Search strategies for ensemble feature selection in medical diagnostics

CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems

Multi-strategy learning made easy

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers

Power load forecasting using data mining and knowledge discovery technology

International Journal of Intelligent Information and Database Systems

Approaching Sentiment Analysis by using semi-supervised learning of multi-dimensional classifiers

Neurocomputing

Filter versus wrapper gene selection approaches in DNA microarray domains

Artificial Intelligence in Medicine

Wrappers for web access logs feature selection

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics

Summarisation of the logical structure of XML documents

Information Processing and Management: an International Journal

Feature Extraction for Dynamic Integration of Classifiers

Fundamenta Informaticae

A general framework for the statistical analysis of the sources of variance for classification error estimators

Pattern Recognition

Ensemble classifier generation using non-uniform layered clustering and Genetic Algorithm

Knowledge-Based Systems