A multilayer cooperative/competitive method for creating hierarchical structures by clustering maximally-related nodes

Maren,; Minsky,; Ali, Sajid

doi:10.1109/icnn.1988.23917

Cited by 3 publications

References 10 publications

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Application of momentum backpropagation algorithm (MOBP) in identification of low-resistivity pay zones in sandstones

Bao

Yuan

et al. 2016

J Petrol Explor Prod Technol

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Low-resistivity pay zones with substantial reserves in many oilfields around the world are drawing more attention than ever before. Through analyzing the features of the logging data in low-resistivity pay zones, a fast model for identification of low-resistivity pay zones was developed in this paper. Momentum backpropagation algorithm was used in the model development. Indicators that can amplify the characteristics of low-resistivity pay zones were designed. The proposed model can be used for reevaluating old wells using conventional logging data. Validations through field examples demonstrated the capability of the model in accurate identification of lowresistivity pay zones.

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Application of momentum backpropagation algorithm (MOBP) in identification of low-resistivity pay zones in sandstones

Bao

Yuan

et al. 2016

J Petrol Explor Prod Technol

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A neural architecture for hierarchical clustering

Bouzerdoum

Southcott

Zhu

et al.

Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing

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Hierarchical scene structure representations to facilitate image understanding

Maren

Ali

1988

Proceedings of the First International Conference on Industrial and Engineering Applications of Artificial Intelligence and Exp

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H.._.ierarchical S. cene Structures (HSS) can be used to represent the perceptual structures found in segmented images which arise from inter-region relationships between the image segments. These relationships include continuation of boundaries, proximity, enclosure, and similarity of shape, intensity, size, and directionality. Our prototype system for HSS creation works with a subset of three of these relationships; proximity, similarity, and continuation. Incorporating this perceptual organizing information into a structured, symbolic scene representation strongly increases the available information about the scene. This information can be used to improve pattern recognition, and extensions may address problems in 3-D modeling, multi-temporal correlations, and multisensor information fusion.

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A multilayer cooperative/competitive method for creating hierarchical structures by clustering maximally-related nodes

Cited by 3 publications

References 10 publications

Application of momentum backpropagation algorithm (MOBP) in identification of low-resistivity pay zones in sandstones

Application of momentum backpropagation algorithm (MOBP) in identification of low-resistivity pay zones in sandstones

A neural architecture for hierarchical clustering

Hierarchical scene structure representations to facilitate image understanding

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