Search Results - "SMOLA, A. J"

Protein function prediction via graph kernels by Borgwardt, Karsten M., Ong, Cheng Soon, Schönauer, Stefan, Vishwanathan, S. V. N., Smola, Alex J., Kriegel, Hans-Peter

“…Motivation: Computational approaches to protein function prediction infer protein function by finding proteins with similar sequence, structure, surface…”
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On a Kernel-Based Method for Pattern Recognition, Regression, Approximation, and Operator Inversion by Smola, A. J., Schölkopf, B.

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Online learning with kernels by Kivinen, J., Smola, A.J., Williamson, R.C.

“…Kernel-based algorithms such as support vector machines have achieved considerable success in various problems in batch setting, where all of the training data…”
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The connection between regularization operators and support vector kernels by Smola, Alex J., Schölkopf, Bernhard, Müller, Klaus-Robert

“…In this paper a correspondence is derived between regularization operators used in regularization networks and support vector kernels. We prove that the…”
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Classification in a normalized feature space using support vector machines by Graf, A.B.A., Smola, A.J., Borer, S.

“…This paper discusses classification using support vector machines in a normalized feature space. We consider both normalization in input space and in feature…”
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Generalization performance of regularization networks and support vector machines via entropy numbers of compact operators by Williamson, R.C., Smola, A.J., Scholkopf, B.

“…We derive new bounds for the generalization error of kernel machines, such as support vector machines and related regularization networks by obtaining new…”
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Learning Graph Matching by Caetano, T.S., McAuley, J.J., Li Cheng, Le, Q.V., Smola, A.J.

“…As a fundamental problem in pattern recognition, graph matching has applications in a variety of fields, from computer vision to computational biology. In…”
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Kernelized Sorting by Quadrianto, N, Smola, A J, Le Song, Tuytelaars, T

“…Object matching is a fundamental operation in data analysis. It typically requires the definition of a similarity measure between the classes of objects to be…”
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A tutorial on support vector regression by Smola, Alex J., Schölkopf, Bernhard

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Input space versus feature space in kernel-based methods by Scholkopf, B., Mika, S., Burges, C.J.C., Knirsch, P., Muller, K.-R., Ratsch, G., Smola, A.J.

“…This paper collects some ideas targeted at advancing our understanding of the feature spaces associated with support vector (SV) kernel functions. We first…”
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Experimentally optimal ν in support vector regression for different noise models and parameter settings by Chalimourda, Athanassia, Schölkopf, Bernhard, Smola, Alex J

“…In Support Vector (SV) regression, a parameter ν controls the number of Support Vectors and the number of points that come to lie outside of the so-called…”
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On a kernel-based method for pattern recognition, regression, approximation, and operator inversion: Computational learning theory by SMOLA, A. J, SCHÖLKOPF, B

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Distributed Flow Algorithms for Scalable Similarity Visualization by Quadrianto, N, Schuurmans, D, Smola, A J

“…We describe simple yet scalable and distributed algorithms for solving the maximum flow problem and its minimum cost flow variant, motivated by problems of…”
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The occurrence of enterotoxigenic isolates of B. cereus in foodstuffs by Brychta, J.,Statni Veterinarni Ustav, Jihlava (Czech Republic), Smola, J.,Veterinarni a Farmaceuticka Univ., Brno (Czech Republic). Ustav Mikrobiologie a Imunologie, Pipek, P.,Vysoka Skola Chemicko-technologicka, Prague (Czech Republic). Ustav Konzervace Potravin a Technologie Masa, Ondracek, J.,Veterinarni a Farmaceuticka Univ., Brno (Czech Republic). Ustav Mikrobiologie a Imunologie, Bednar, V.,Veterinarni a Farmaceuticka Univ., Brno (Czech Republic). Ustav Mikrobiologie a Imunologie, Cizek, A.,Vysoka Skola Chemicko-technologicka, Prague (Czech Republic). Ustav Konzervace Potravin a Technologie Masa, Brychta, T.,Vysoka Skola Chemicko-technologicka, Prague (Czech Republic). Ustav Konzervace Potravin a Technologie Masa

“…Enterotoxigenic Bacillus cereus was detected in a variety of meat stuffs (36), ready-to-cook products (5), and swabs (7). The bacterial colonies isolated from…”
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Modification of Cary-Blair transport medium for Pasteurella multocida and Mannheimia haemolytica by Tefera, G, Smola, J. (Veterinarni a Farmaceuticka Univ., Brno (Czech Republic). Ustav Mikrobiologie a Imunologie)

“…The aim of this study was to evaluate the effectiveness of Cary-Blair, Amies and modified Cary-Blair medium for transport of Pasteurella multocida and…”
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The utility of the ENTERORapid 24 kit for the identification of P. multocida and M. haemolytica by Tefera, G, Smola, J. (Veterinarni a Farmaceuticka Univ., Brno (Czech Republic). Ustav Mikrobiologie a Imunologie)

“…ENTERORapid 24 kit (PLIVA-Lachema, Czech Republic) was used for the identification of 321 strains isolated from the respiratory tract of different animal…”
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Pasteurella haemolytica complex of Pasteurella sensu stricto as new genus Mannheimia: changes in taxonomy by Tefera, G, Smola, J. (Veterinarni a Farmaceuticka Univ., Brno (Czech Republic). Ustav Mikrobiologie a Imunologie)

“…The benefit and usefulness of the new results described by Angen et al. (1999) rest upon the necessity for revising the previous taxonomy of Pasteurellaceae by…”
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Input space versus feature space in kernel-based methods : Vapnik-Chervonekis (VC) learning theory and its applications by SCHÖLKOPF, B, MIKA, S, BURGES, C. J. C, KNIRSCH, P, MÜLLER, K.-R, RÄTSCH, G, SMOLA, A. J

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Step size-adapted online support vector learning by Karatzoglou, A., Vishwanathan, S.V.N., Schraudolph, N.N., Smola, A.J.

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Detection of Lawsonia intracellularis in a dog with inflammatory bowel disease using nested PCR and serology by Tomanova, K., Klimes, J., Smola, J., Husnik, R. (Veterinarni a Farmaceuticka Univ., Brno (Czech Republic))

“…A nested polymerase chain reaction (PCR) assay and serological examinations were used to detect the presence of Lawsonia intracellularis in a two and a half…”
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