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Meta-ELM: ELM with ELM hidden nodes
Neurocomputing, 2014Extreme Leaning Machine (ELM) simply randomly assigns input weights and biases, ineluctably leading to certain stochastic behaviors and reducing generalization performance. In this paper, we propose a meta-learning model of ELM, called Meta-ELM. The Meta-ELM architecture consists of several base ELMs and one top ELM.
Shizhong Liao, Chang Feng
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SOM-ELM—Self-Organized Clustering using ELM
Neurocomputing, 2015This paper presents two new clustering techniques based on Extreme Learning Machine (ELM). These clustering techniques can incorporate a priori knowledge (of an expert) to define the optimal structure for the clusters, i.e. the number of points in each cluster. Using ELM, the first proposed clustering problem formulation can be rewritten as a Traveling
Yoan Miche +7 more
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Integration ELMs or Interpolation ELMs?
1994Recent finite element Eulerian-Lagrangian Methods (ELMs) have traded the classical notion of interpolation at the feet of the characteristic lines for that of integration. In this paper, the stability and accuracy of selected integration and interpolation ELMs is formally analyzed and compared.
Oliveira, A., Melo Baptista, A.
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DGR-ELM–Distributed Generalized Regularized ELM for classification
Neurocomputing, 2018Abstract Extreme Learning Machine (ELM) has recently increased popularity and has been successfully applied to a wide range of applications. Variants using regularization are now a common practice in the state of the art in ELM field. The most commonly used regularization is the l2 norm, which improves generalization but result in a dense network ...
Fernando Kentaro Inaba +3 more
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Siberian Elm, Elm Leaf Beetle Control, 1977
Insecticide and Acaricide Tests, 1978Abstract A native planting of Siberian elms, approximately 15 ft in height located 8 miles east of Stillwater, Oklahoma, were selected for this test. Trees were treated on June 10 after a large egg hatch was observed. Larvae were 1/8 to 3/8 inch in length.
Richard Price +3 more
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A Dutch elm disease resistant triploid elm
Canadian Journal of Forest Research, 1994A naturally occurring triploid elm hybrid was found in the American elm, Ulmusamericana L., planting on the National Mall in Washington, D.C. Chromosome examinations of mitosis in root tips and meiosis in pollen mother cells showed a chromosome complement of 2n = 3x = 42.
James L. Sherald +4 more
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