A study of distance-based machine learning algorithms

Locally Weighted Learning

Artificial Intelligence Review - Special issue on lazy learning

Discretisation in Lazy Learning Algorithms

Artificial Intelligence Review - Special issue on lazy learning

A Review and Empirical Evaluation of Feature Weighting Methods for aClass of Lazy Learning Algorithms

Artificial Intelligence Review - Special issue on lazy learning

Knowledge intensive exception spaces

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence

Combining Classifiers with Meta Decision Trees

Machine Learning

Scaling Boosting by Margin-Based Inclusionof Features and Relations

ECML '02 Proceedings of the 13th European Conference on Machine Learning

RIONA: A Classifier Combining Rule Induction and k-NN Method with Automated Selection of Optimal Neighbourhood

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Non-parametric Nearest Neighbor with Local Adaptation

EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving

Combining Multiple Models with Meta Decision Trees

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

Machine Learning for Data Mining in Medicine

AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making

A constructive method for building fuzzy rule-based systems

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Nearest-Neighbours for Time Series

Applied Intelligence

Center-based indexing in vector and metric spaces

Fundamenta Informaticae

A high performance k-NN approach using binary neural networks

Neural Networks

A Survey of Outlier Detection Methodologies

Artificial Intelligence Review

Knowledge discovery by means of inductive methods in wastewater treatment plant data

AI Communications

RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning

Fundamenta Informaticae

Local distance-based classification

Knowledge-Based Systems

Transductive Learning from Relational Data

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

A relational approach to probabilistic classification in a transductive setting

Engineering Applications of Artificial Intelligence

Parallel Preprocessing for Classification Problems in Knowledge Discovery Systems

Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering

Improved AURA k-Nearest Neighbour Approach

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Do not forget: full memory in memory-based learning of word pronunciation

NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning

Classification of symbolic objects: A lazy learning approach

Intelligent Data Analysis - Analysis of Symbolic and Spatial Data

Application of feature subset selection based on evolutionary algorithms for automatic emotion recognition in speech

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing

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

Transductive learning from textual data with relevant example selection

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II

Lazy decision trees

AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1

Surrounding influenced K-nearest neighbors: a new distance based classifier

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I

Sample-space bright spots removal using density estimation

Proceedings of Graphics Interface 2011

Feature subset selection based on evolutionary algorithms for automatic emotion recognition in spoken spanish and standard basque language

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue

Analogy-based reasoning in classifier construction

Transactions on Rough Sets IV

K Nearest Neighbor Equality: Giving equal chance to all existing classes

Information Sciences: an International Journal

Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data

Artificial Intelligence in Medicine

Center-Based Indexing in Vector and Metric Spaces

Fundamenta Informaticae

RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning

Fundamenta Informaticae