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检索条件"机构=Pattern Analysis and Machine Intelligence Group Department of Systems Design Engineering"
71 条 记 录,以下是41-50 订阅
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Weighted combination of neural network ensembles
Weighted combination of neural network ensembles
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International Joint Conference on Neural Networks (IJCNN)
作者: N.M. Wanas M.S. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo Waterloo ONT Canada
There exist numerous schemes and methods to determine the output of an ensemble of classifiers. The most common approach being the majority vote. Furthermore, we might expect that an improvement can be achieved if the... 详细信息
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A novel computational intelligence approach for multiple-point routing in communication networks
A novel computational intelligence approach for multiple-poi...
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IEEE International Conference on systems, Man and Cybernetics
作者: S. Al-Sharhan F. Karray W. Gueaieb Department of Systems Design Engineering University of Waterloo Ontario Canada Pattern Analysis and Machine Intelligence (PAMI) Lab Department of Systems Design Engineering University of Waterloo Waterloo ONT Canada
A new evolutionary algorithm for the constrained multiple destination routing problem is presented. The constrained multicast problem is characterized by a minimum cost multicast tree and a bounded end-to-end delay. I... 详细信息
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A hierarchical genetic algorithm for the design of beta basis function neural network
A hierarchical genetic algorithm for the design of beta basi...
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International Joint Conference on Neural Networks (IJCNN)
作者: C. Aouiti A.M. Alimi F. Karray A. Maalej Faculty of Sciences of Bizerta Universite de Carthage Tunisia Department of Electrical Engineering REGIM: Research Group on Intelligent Machines University of Sfax Sfax Tunisia Systems design Engineering Department Pattern Analysis and Machine Intelligence Laboratory University of Waterloo Waterloo ONT Canada Department of Mechanical Engineering University of Sfax ENIS Sfax Tunisia
We propose an evolutionary neural network-training algorithm for beta basis function neural networks (BBFNN). Classic training algorithms for neural networks start with a predetermined network structure. Generally the... 详细信息
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Feature based decision fusion  2nd
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2nd International Conference on Advances in pattern Recognition, ICAPR 2001
作者: Wanas, Nayer M. Kamel, Mohamed S. Pattern Analysis and Machine Intelligence lab Department of Systems Design Engineering University of Waterloo WaterlooONN2L-3G1 Canada
In this paper we present a new architecture for combining classifiers. This approach integrates learning into the voting scheme used to aggregate individual classifiers decisions. This overcomes the drawbacks of havin... 详细信息
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Decision fusion in neural network ensembles
Decision fusion in neural network ensembles
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International Joint Conference on Neural Networks (IJCNN)
作者: N.M. Wanas M.S. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo Waterloo ONT Canada
We present a comparison between different combining techniques in neural network ensembles. The main focus of this paper is on a new architecture that can be used in combining neural network ensembles. This architectu... 详细信息
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An adaptive training algorithm for an ensemble of networks
An adaptive training algorithm for an ensemble of networks
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International Joint Conference on Neural Networks (IJCNN)
作者: N. Wanas L. Hodge M. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo Waterloo ONT Canada
An ensemble of neural networks offers several advantages over classical single classifier systems when applied to complex pattern classification problems. However, the performance of the ensemble as a unit depends not... 详细信息
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Enhancement of vessel contours in retinal angiograms
Enhancement of vessel contours in retinal angiograms
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Canadian Conference on Electrical and Computer engineering (CCECE)
作者: N.M. Wanas M.R. El-Sakka M.S. Kamel Pattern Analysis and Machine Intelligence lab Department of Systems Design Engineerihg University of Waterloo Waterloo ONT Canada Department of Computer Science Faculty of Science University of Western Ontario London ONT Canada
Accurate and automatic assessment of angiograms has been sought as a powerful diagnostic tool in medical analysis, such as in diabetic retinopathy. These retinal angiogram images are characterized by poor local contra... 详细信息
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Guest Editorial
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Intelligent Automation & Soft Computing 2000年 第3期6卷 171-172页
作者: Mohamed Kamel[a] & Mohammad Jamshidi[b] [a] Pattern Analysis and Machine Intelligence Lab Department of Systems Design Engineering University of Waterloo Waterloo Ontario N2L 3G1 Canada [b] Nasa Center for Autonomous Control Engineering and Department of Electrical and Computer Engineering The University of New Mexico Albuquerque NM 87131 USA http://ace.tmm.edu
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Neural networks: the state of the art
Neural networks: the state of the art
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International Conference on Microelectronics, ICM
作者: M.S. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo Waterloo ONT Canada
Artificial neural networks (ANNs) have demonstrated their success in many applications due to their ability to solve some problems with relative ease of use and the model-free property they enjoy. ANNs can solve probl... 详细信息
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Multiple classifier hierarchical architecture for handwritten Arabic character recognition
Multiple classifier hierarchical architecture for handwritte...
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International Joint Conference on Neural Networks (IJCNN)
作者: N.M. Wanas M.R. El-Sakka M.S. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo Waterloo ONT Canada
Combining decisions from several classifiers can be used to improve on the results of handwritten characters recognition. There are different methods to combine these decisions, most of which are static. We present an... 详细信息
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