Machine Learning and Data Mining: Introduction to Principles and Algorithms

Multiresolution image parametrization for improving texture classification

EURASIP Journal on Advances in Signal Processing

Empirical Analysis of Reliability Estimates for Individual Regression Predictions

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery

Comparison of approaches for estimating reliability of individual regression predictions

Data & Knowledge Engineering

An overview of advances in reliability estimation of individual predictions in machine learning

Intelligent Data Analysis

Supporting Diagnostics of Coronary Artery Disease with Multi-resolution Image Parameterization and Data Mining

MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques

Explaining instance classifications with interactions of subsets of feature values

Data & Knowledge Engineering

Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study

AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine

Ensembles of Abstaining Classifiers Based on Rule Sets

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

An Efficient Explanation of Individual Classifications using Game Theory

The Journal of Machine Learning Research

Empirical evaluation of feature selection methods in classification

Intelligent Data Analysis

Review:

The Knowledge Engineering Review

Probabilistic rough set approaches to ordinal classification with monotonicity constraints

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

A machine learning approach for identifying subtypes of autism

Proceedings of the 1st ACM International Health Informatics Symposium

Temporal data mining using shape space representations of time series

Neurocomputing

Sequential covering rule induction algorithm for variable consistency rough set approaches

Information Sciences: an International Journal

Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification

Pattern Recognition

IPADE: iterative prototype adjustment for nearest neighbor classification

IEEE Transactions on Neural Networks

Evolutionary selection of hyperrectangles in nested generalized exemplar learning

Applied Soft Computing

Two-fold spatiotemporal regression modeling in wireless sensor networks

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

BSPNN: boosted subspace probabilistic neural network for email security

Artificial Intelligence Review

Studying the hybridization of artificial neural networks in HECIC

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II

Evolutionary-based selection of generalized instances for imbalanced classification

Knowledge-Based Systems

Image processing and machine learning for fully automated probabilistic evaluation of medical images

Computer Methods and Programs in Biomedicine

Automatic recognition of gait-related health problems in the elderly using machine learning

Multimedia Tools and Applications

Semantic ambient media: From ambient advertising to ambient-assisted living

Multimedia Tools and Applications

Integrating a differential evolution feature weighting scheme into prototype generation

Neurocomputing

Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification

Pattern Recognition

BRACID: a comprehensive approach to learning rules from imbalanced data

Journal of Intelligent Information Systems

From data to simulation models: component-based model generation with a data-driven approach

Proceedings of the Winter Simulation Conference

Defect cluster recognition system for fabricated semiconductor wafers

Engineering Applications of Artificial Intelligence

Data-based stability analysis of a class of nonlinear discrete-time systems

Information Sciences: an International Journal

Analysis of data complexity measures for classification

Expert Systems with Applications: An International Journal

Ambient bloom: new business, content, design and models to increase the semantic ambient media experience

Multimedia Tools and Applications

Detecting gait-related health problems of the elderly using multidimensional dynamic time warping approach with semantic attributes

Multimedia Tools and Applications

Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness

Information Sciences: an International Journal

Addressing imbalanced classification with instance generation techniques: IPADE-ID

Neurocomputing

Estimating mutual information for feature selection in the presence of label noise

Computational Statistics & Data Analysis

IIvotes ensemble for imbalanced data

Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data