Cost-Sensitive AdaBoost Algorithm for Ordinal Regression Based on Extreme Learning Machine

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface

Negative Correlation Ensemble Learning for Ordinal Regression

(2013) Francisco Fernandez-Navarro et al.   IEEE Transactions on Neural Networks and Learning Systems

Addressing the EU Sovereign Ratings Using an Ordinal Regression Approach

(2013) Francisco Fernandez-Navarro et al.   IEEE Transactions on Cybernetics

Projection-Based Ensemble Learning for Ordinal Regression

(2013) Maria Perez-Ortiz et al.   IEEE Transactions on Cybernetics

Reduction from Cost-Sensitive Ordinal Ranking to Weighted Binary Classification

(2012) Hsuan-Tien Lin et al.   NEURAL COMPUTATION

PCA-ELM: A Robust and Pruned Extreme Learning Machine Approach Based on Principal Component Analysis

(2012) A. Castaño et al.   NEURAL PROCESSING LETTERS

Dynamic ensemble extreme learning machine based on sample entropy

(2012) Jun-hai Zhai et al.   SOFT COMPUTING

Transductive Ordinal Regression

(2012) Chun-Wei Seah et al.   IEEE Transactions on Neural Networks and Learning Systems

Incremental Learning From Stream Data

(2011) Haibo He et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Online multiple instance boosting for object detection

(2011) Zhiquan Qi et al.   NEUROCOMPUTING

Empirical analysis and evaluation of approximate techniques for pruning regression bagging ensembles

(2011) Daniel Hernández-Lobato et al.   NEUROCOMPUTING

MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks

(2011) Francisco Fernández-Navarro et al.   NEUROCOMPUTING

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Active Learning From Stream Data Using Optimal Weight Classifier Ensemble

(2010) Xingquan Zhu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

On the evolutionary design of heterogeneous Bagging models

(2010) André L.V. Coelho et al.   NEUROCOMPUTING

Ordinal extreme learning machine

(2010) Wan-Yu Deng et al.   NEUROCOMPUTING

An Ensemble ELM Based on Modified AdaBoost.RT Algorithm for Predicting the Temperature of Molten Steel in Ladle Furnace

(2009) Hui-Xin Tian et al.   IEEE Transactions on Automation Science and Engineering

Kernel Discriminant Learning for Ordinal Regression

(2009) Bing-Yu Sun et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Composite function wavelet neural networks with extreme learning machine

(2009) Jiuwen Cao et al.   NEUROCOMPUTING

Learn$^{++}$.NC: Combining Ensemble of Classifiers With Dynamically Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes

(2008) M.D. Muhlbaier et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS