Local learning algorithms

Locally Weighted Learning

Artificial Intelligence Review - Special issue on lazy learning

The Racing Algorithm: Model Selection for Lazy Learners

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

Efficient adaptive learning for classification tasks with binary units

Neural Computation

Global and local neural network ensembles

Pattern Recognition Letters

Training Invariant Support Vector Machines

Machine Learning

Editorial

Artificial Intelligence Review - Special issue on lazy learning

Theoretical and Experimental Analysis of a Two-Stage System for Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Locally Adaptive Metric Nearest-Neighbor Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Incremental Support Vector Machine Learning: A Local Approach

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Support Vector Machines: Theory and Applications

Machine Learning and Its Applications, Advanced Lectures

Clustering gene expression data in SQL using locally adaptive metrics

DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery

Local bagging of decision stumps

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence

Locally adaptive metrics for clustering high dimensional data

Data Mining and Knowledge Discovery

Minimum reference set based feature selection for small sample classifications

Proceedings of the 24th international conference on Machine learning

Local learning projections

Proceedings of the 24th international conference on Machine learning

Regularized clustering for documents

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Sequential learning in neural networks: A review and a discussion of pseudorehearsal based methods

Intelligent Data Analysis

Adaptive boosting techniques in heterogeneous and spatial databases

Intelligent Data Analysis

Adaptive voting rules for k-nearest neighbors classifiers

Neural Computation

LRBNN: A Lazy Radial Basis Neural Network model

AI Communications

Learning radial basis neural networks in a lazy way: A comparative study

Neurocomputing

A cerebellar associative memory approach to option pricing and arbitrage trading

Neurocomputing

Combining Weighted SVMs and Spectrum-Based kNN for Multi-classification

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

A Hilbert Space Embedding for Distributions

ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory

Distortion-Free Nonlinear Dimensionality Reduction

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

Clustering Via Local Regression

ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II

Model optimizing and feature selecting for support vector regression in time series forecasting

Neurocomputing

Local Metric Learning on Manifolds with Application to Query---Based Operations

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Constrained Local Regularized Transducer for Multi-Component Category Classification

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

marginFace: A novel face recognition method by average neighborhood margin maximization

Pattern Recognition

Anticipatory Driving for a Robot-Car Based on Supervised Learning

Anticipatory Behavior in Adaptive Learning Systems

A Scalable Noise Reduction Technique for Large Case-Based Systems

ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development

Fast Local Support Vector Machines for Large Datasets

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition

Clustering with local and global regularization

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1

Semi-supervised classification using local and global regularization

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

Multi-view local learning

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

Ranking with local regression and global alignment for cross media retrieval

MM '09 Proceedings of the 17th ACM international conference on Multimedia

Wavelet differential neural network observer

IEEE Transactions on Neural Networks

Local learning regularized nonnegative matrix factorization

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

Fuzzy clustering based Gaussian process model for large training set and its application in expensive evolutionary optimization

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Supervised learning in spiking neural networks with resume: Sequence learning, classification, and spike shifting

Neural Computation

A comparative study of local classifiers based on clustering techniques and one-layer neural networks

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

A general learning framework using local and global regularization

Pattern Recognition

Expensive multiobjective optimization by MOEA/D with Gaussian process model

IEEE Transactions on Evolutionary Computation

Noise reduction for instance-based learning with a local maximal margin approach

Journal of Intelligent Information Systems

Local rotation-based ensemble

International Journal of Knowledge Engineering and Data Mining

Fast and Scalable Local Kernel Machines

The Journal of Machine Learning Research

Semi-supervised ranking for document retrieval

Computer Speech and Language

A brain-inspired cerebellar associative memory approach to option pricing and arbitrage trading

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

Locally discriminative topic modeling

Pattern Recognition

Operators for transforming kernels into quasi-local kernels that improve SVM accuracy

Journal of Intelligent Information Systems

Marketing Optimization in Retail Banking

Interfaces

An adaptive wavelet differential neural networks based identifier and its stability analysis

Neurocomputing

Local additive regression of decision stumps

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence

Lazy training of radial basis neural networks

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

Multiview Metric Learning with Global Consistency and Local Smoothness

ACM Transactions on Intelligent Systems and Technology (TIST)

Adaptive weighted fusion of local kernel classifiers for effective pattern classification

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing

A latent variable ranking model for content-based retrieval

ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval

Active learning for social image retrieval using Locally Regressive Optimal Design

Neurocomputing

Locally training the log-linear model for SMT

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

Local patch dissimilarity for images

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I

Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison

Expert Systems with Applications: An International Journal

Local discriminative distance metrics ensemble learning

Pattern Recognition

Parallel and local learning for fast probabilistic neural networks in scalable data mining

Proceedings of the 6th Balkan Conference in Informatics

Web page and image semi-supervised classification with heterogeneous information fusion

Journal of Information Science

Universal consistency of localized versions of regularized kernel methods

The Journal of Machine Learning Research

Nonnegative Least-Squares Methods for the Classification of High-Dimensional Biological Data

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

Multi-view semi-supervised web image classification via co-graph

Neurocomputing

Robust unsupervised feature selection

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Parametric local multimodal hashing for cross-view similarity search

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

An extension to rough c-means clustering algorithm based on boundary area elements discrimination

Transactions on Rough Sets XVI

An extension to Rough c-means clustering based on decision-theoretic Rough Sets model

International Journal of Approximate Reasoning

Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing

Neurocomputing

Integrating global and local application of random subspace ensemble

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Recognizing activities in multiple views with fusion of frame judgments

Image and Vision Computing