Boosted mixture of experts: an ensemble learning scheme
Neural Computation
Optimal Linear Combination of Neural Networks for Improving Classification Performance
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Fusers that Perform Better than Best Sensor
IEEE Transactions on Pattern Analysis and Machine Intelligence
Lazy learning: a logical method for supervised learning
New learning paradigms in soft computing
Evolving Stacked Time Series Predictors with Multiple Window Scales and Sampling Gaps
Neural Processing Letters
An almost surely optimal combined classification rule
Journal of Multivariate Analysis
Machine Learning
A Principal Components Approach to Combining Regression Estimates
Machine Learning
Linearly Combining Density Estimators via Stacking
Machine Learning
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Learning User Preferences in Multi-agent System
CEEMAS '01 Revised Papers from the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems: From Theory to Practice in Multi-Agent Systems
An Eager Regression Method Based on Best Feature Projections
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Constructing Web User Profiles: A non-invasive Learning Approach
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
A comparative assessment of classification methods
Decision Support Systems
Comparing Bayes model averaging and stacking when model approximation error cannot be ignored
The Journal of Machine Learning Research
Model selection for medical diagnosis decision support systems
Decision Support Systems
Improving accuracy in word class tagging through the combination of machine learning systems
Computational Linguistics
Ensemble of Evolving Neural Networks in Classification
Neural Processing Letters
Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Optimal Control of Fed-Batch Processes Based on Multiple Neural Networks
Applied Intelligence
A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Effective classification of noisy data streams with attribute-oriented dynamic classifier selection
Knowledge and Information Systems
Experiments with AdaBoost.RT, an improved boosting scheme for regression
Neural Computation
Local averaging of heterogeneous regression models
International Journal of Hybrid Intelligent Systems
Combining forecasts with blind signal separation methods in electric load prediction framework
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Combining Information Extraction Systems Using Voting and Stacked Generalization
The Journal of Machine Learning Research
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
Computational Biology and Chemistry
Immune network based ensembles
Neurocomputing
Non-strict heterogeneous Stacking
Pattern Recognition Letters
Pruning extensions to stacking
Intelligent Data Analysis
Nonlinear Boosting Projections for Ensemble Construction
The Journal of Machine Learning Research
Heuristic speciation for evolving neural network ensemble
Proceedings of the 9th annual conference on Genetic and evolutionary computation
MASSP3: a system for predicting protein secondary structure
EURASIP Journal on Applied Signal Processing
Cross-validated bagged learning
Journal of Multivariate Analysis
Effective spam filtering: A single-class learning and ensemble approach
Decision Support Systems
Estimation and decision fusion: A survey
Neurocomputing
Combining Methods for Dynamic Multiple Classifier Systems
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Boosting random subspace method
Neural Networks
Methods and algorithms of collective recognition
Automation and Remote Control
Boosting k-nearest neighbor classifier by means of input space projection
Expert Systems with Applications: An International Journal
Supervised projection approach for boosting classifiers
Pattern Recognition
Semi-supervised Co-update of Multiple Matchers
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Selective Ensemble under Regularization Framework
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Ten steps modeling of electrolysis processes by using neural networks
Environmental Modelling & Software
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Stacked generalization: when does it work?
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
CIXL2: a crossover operator for evolutionary algorithms based on population features
Journal of Artificial Intelligence Research
Learning sentence-internal temporal relations
Journal of Artificial Intelligence Research
Spectrum of variable-random trees
Journal of Artificial Intelligence Research
Issues in stacked generalization
Journal of Artificial Intelligence Research
A fusion of stacking with dynamic integration
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Stacking recommendation engines with additional meta-features
Proceedings of the third ACM conference on Recommender systems
Bundling classifiers by bagging trees
Computational Statistics & Data Analysis
A Multi-agent System to Assist with Real Estate Appraisals Using Bagging Ensembles
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Expert Systems with Applications: An International Journal
Optimal ensemble construction via meta-evolutionary ensembles
Expert Systems with Applications: An International Journal
A boundary based classifier combination method
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models
An empirical evaluation of bagging in inductive logic programming
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
On improving the conditioning of extreme learning machine: a linear case
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Enhancing the classification accuracy by scatter-search-based ensemble approach
Applied Soft Computing
Sparse ensembles using weighted combination methods based on linear programming
Pattern Recognition
An empirical evaluation of bagging and boosting
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Comparison of bagging, boosting and stacking ensembles applied to real estate appraisal
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
On cross-validation and stacking: building seemingly predictive models on random data
ACM SIGKDD Explorations Newsletter
A stacked sub-word model for joint Chinese word segmentation and part-of-speech tagging
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Patch reprojections for Non-Local methods
Signal Processing
A multi-agent system for protein secondary structure prediction
Transactions on Computational Systems Biology III
On hybrid classification using model assisted posterior estimates
Pattern Recognition
Supervised subspace projections for constructing ensembles of classifiers
Information Sciences: an International Journal
A new ensemble method for gold mining problems: Predicting technology transfer
Electronic Commerce Research and Applications
Output-associative RVM regression for dimensional and continuous emotion prediction
Image and Vision Computing
Artificial Intelligence in Medicine
Model selection for a medical diagnostic decision support system: a breast cancer detection case
Artificial Intelligence in Medicine
Uniformly subsampled ensemble (USE) for churn management: Theory and implementation
Expert Systems with Applications: An International Journal
Exploratory class-imbalanced and non-identical data distribution in automatic keyphrase extraction
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Ensemble approaches for regression: A survey
ACM Computing Surveys (CSUR)
Scalable supervised dimensionality reduction using clustering
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Extending extreme learning machine with combination layer
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Robust predictive model for evaluating breast cancer survivability
Engineering Applications of Artificial Intelligence
Iterative meta-clustering through granular hierarchy of supermarket customers and products
Information Sciences: an International Journal
International Journal of Wireless and Mobile Computing
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