A Theoretical Study on Six Classifier Fusion Strategies
IEEE Transactions on Pattern Analysis and Machine Intelligence
Ensembling neural networks: many could be better than all
Artificial Intelligence
A neural net compiler system for hierarchical organization
ACM SIGPLAN Notices
Collaborative cell assemblies: building blocks of cortical computation
Emergent neural computational architectures based on neuroscience
Building Committees by Clustering Models Based on Pairwise Similarity Values
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Combining Evolutionary, Connectionist, and Fuzzy Classification Algorithms for Shape Analysis
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
Ensembles of Learning Machines
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Static Field Approach for Pattern Classification
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Solving Regression Problems Using Competitive Ensemble Models
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Collaborative Cell Assemblies: Building Blocks of Cortical Computation
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
The ``Test and Select'' Approach to Ensemble Combination
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
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 '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
New Measure of Classifier Dependency in Multiple Classifier Systems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
A Hierarchical Multiclassifier System for Hyperspectral Data Analysis
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Fusion of multiple classifiers for intrusion detection in computer networks
Pattern Recognition Letters
Extracting symbolic rules from trained neural network ensembles
AI Communications - Special issue on Artificial intelligence advances in China
Systems Analysis Modelling Simulation
Cluster ensembles --- a knowledge reuse framework for combining multiple partitions
The Journal of Machine Learning Research
MIGA, A Software Tool for Nonlinear System Modelling with Modular Neural Networks
Applied Intelligence
Local Averaging of Ensembles of LVQ-Based Nearest Neighbor Classifiers
Applied Intelligence
Ensemble Learning for Chemical Sensor Arrays
Neural Processing Letters
Combining Intelligent Techniques for Sensor Fusion
Applied Intelligence
Stopping criteria for ensembles of evolutionary artificial neural networks
Design and application of hybrid intelligent systems
Hybrid OCR combination approach complemented by a specialized ICR applied on ancient documents
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
Neural network ensembles: evaluation of aggregation algorithms
Artificial Intelligence
Extracting symbolic rules from trained neural network ensembles
AI Communications - Artificial Intelligence Advances in China
Flexible neural trees ensemble for stock index modeling
Neurocomputing
Information Sciences: an International Journal
Multi-Classifier Systems: Review and a roadmap for developers
International Journal of Hybrid Intelligent Systems
Non-strict heterogeneous Stacking
Pattern Recognition Letters
Pruning extensions to stacking
Intelligent Data Analysis
Intelligent Data Analysis
Symmetric-embedding prediction of the CATS benchmark
Neurocomputing
Ensembles of Neural Networks for Fault Diagnosis in Analog Circuits
Journal of Electronic Testing: Theory and Applications
Fast evaluation of neural networks via confidence rating
Neurocomputing
Genetic algorithm-based feature set partitioning for classification problems
Pattern Recognition
Test pattern dependent neural network systems for guided waves damage identification in beams
NN'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Neural Networks - Volume 8
A theoretical framework for multiple neural network systems
Neurocomputing
Class-switching neural network ensembles
Neurocomputing
Artificial Neural Networks Application to Calculate Parameter Values in the Magnetotelluric Method
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Adaptive Spiking Neural Networks for Audiovisual Pattern Recognition
Neural Information Processing
The Mixture of Neural Networks as Ensemble Combiner
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Researching on Multi-net Systems Based on Stacked Generalization
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Design of ensemble neural network using the Akaike information criterion
Engineering Applications of Artificial Intelligence
Methods and algorithms of collective recognition
Automation and Remote Control
WSEAS Transactions on Signal Processing
WSEAS Transactions on Computer Research
International Journal of Computer Applications in Technology
A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Information Sciences: an International Journal
Real Adaboost Ensembles with Emphasized Subsampling
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Fusion of Topology Preserving Neural Networks
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Genetic algorithm based selective neural network ensemble
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Genetic algorithms in classifier fusion
Applied Soft Computing
Stopping criteria for ensemble of evolutionary artificial neural networks
Applied Soft Computing
Switching class labels to generate classification ensembles
Pattern Recognition
On the diversity-performance relationship for majority voting in classifier ensembles
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
The beneficial effects of using multi-net systems that focus on hard patterns
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
A modular multiple classifier system for the detection of intrusions in computer networks
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation
IEEE Transactions on Image Processing
Enhancing the classification accuracy by scatter-search-based ensemble approach
Applied Soft Computing
Rank-score characteristics (RSC) function and cognitive diversity
BI'10 Proceedings of the 2010 international conference on Brain informatics
Mining, knowledge and decision support
Technology and Health Care
Design of ensemble neural network using entropy theory
Advances in Engineering Software
AMT'11 Proceedings of the 7th international conference on Active media technology
Compact ensemble trees for imbalanced data
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
BI'11 Proceedings of the 2011 international conference on Brain informatics
Predictive model for protein function using modular neural approach
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Hybrid OCR combination for ancient documents
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
The mixture of neural networks adapted to multilayer feedforward architecture
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Building ensembles of neural networks with class-switching
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Improving the expert networks of a modular multi-net system for pattern recognition
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Using artificial neural network ensembles to extract data content from noisy data
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Fast classification with neural networks via confidence rating
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Mixture of neural networks: some experiments with the multilayer feedforward architecture
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Self-organizing map for cluster analysis of a breast cancer database
Artificial Intelligence in Medicine
Lung cancer cell identification based on artificial neural network ensembles
Artificial Intelligence in Medicine
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Stability problems with artificial neural networks and the ensemble solution
Artificial Intelligence in Medicine
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
A hybrid fuzzy intelligent agent-based system for stock price prediction
International Journal of Intelligent Systems
Classification of segmented objects through a multi-net approach
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
GAS meter reading from real world images using a multi-net system
Pattern Recognition Letters
Ensemble canonical correlation analysis
Applied Intelligence
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From the Publisher:This volume, written by leading researchers, presents methods of combining neural nets to improve their performance.