The Strength of Weak Learnability
Machine Learning
Boosting a weak learning algorithm by majority
COLT '90 Proceedings of the third annual workshop on Computational learning theory
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Original Contribution: Stacked generalization
Neural Networks
Decision Combination in Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical mixtures of experts and the EM algorithm
Neural Computation
Machine Learning
Machine Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improving Performance in Neural Networks Using a Boosting Algorithm
Advances in Neural Information Processing Systems 5, [NIPS Conference]
Information, Prediction, and Query by Committee
Advances in Neural Information Processing Systems 5, [NIPS Conference]
A decision-theoretic generalization of on-line learning and an application to boosting
EuroCOLT '95 Proceedings of the Second European Conference on Computational Learning Theory
Boosting in Linear Discriminant Analysis
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
A Multi-SVM Classification System
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Local Averaging of Ensembles of LVQ-Based Nearest Neighbor Classifiers
Applied Intelligence
Attractor Networks for Shape Recognition
Neural Computation
Demonstrating the stability of support vector machines for classification
Signal Processing - Signal processing in UWB communications
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
Classifier Ensembles with a Random Linear Oracle
IEEE Transactions on Knowledge and Data Engineering
Adaptive boosting techniques in heterogeneous and spatial databases
Intelligent Data Analysis
Committee machines for facial-gender recognition
International Journal of Hybrid Intelligent Systems
Managing domain knowledge and multiple models with boosting
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Dynamic classifier systems and their applications to random forest ensembles
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Support feature machine for DNA microarray data
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Aggregating regressive estimators: gradient-based neural network ensemble
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Dynamic classifier integration method
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Multiple classifier system with radial basis weight function
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Mixture of random prototype-based local experts
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Application of mixture of experts to construct real estate appraisal models
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
The problem of bias in training data in regression problems in medical decision support
Artificial Intelligence in Medicine
Incorporation of a Regularization Term to Control Negative Correlation in Mixture of Experts
Neural Processing Letters
Investigation of mixture of experts applied to residential premises valuation
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Boosted Pre-loaded Mixture of Experts for low-resolution face recognition
International Journal of Hybrid Intelligent Systems
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