Computer Networks | Sciweavers

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PRL
2011

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A sparse version of the ridge logistic regression for large-scale text categorization

13 years 3 months ago

The ridge logistic regression has successfully been used in text categorization problems and it has been shown to reach the same performance as the Support Vector Machine but with...

Sujeevan Aseervatham, Anestis Antoniadis, É...

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26

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PRL
2011

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Colour and rotation invariant textural features based on Markov random fields

13 years 3 months ago

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Pavel Vácha, Michal Haindl, Tomás Su...

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22

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PRL
2011

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Relevance feedback based on genetic programming for image retrieval

13 years 3 months ago

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Cristiano D. Ferreira, J. A. dos Santos, Ricardo d...

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40

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PR
2011

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A sum-over-paths extension of edit distances accounting for all sequence alignments

13 years 3 months ago

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This paper introduces a simple Sum-over-Paths (SoP) formulation of string edit distances accounting for all possible alignments between two sequences, and extends related previous...

Silvia García-Díez, François ...

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30

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PR
2011

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Linearized proximal alternating minimization algorithm for motion deblurring by nonlocal regularization

13 years 3 months ago

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Non-blind motion deblurring problems are highly ill-posed and so it is quite diﬃcult to ﬁnd the original sharp and clean image. To handle ill-posedness of the motion deblurrin...

Sangwoon Yun, Hyenkyun Woo

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24

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PR
2011

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Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification

13 years 3 months ago

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Isaac Triguero, Salvador García, Francisco ...

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24

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PR
2011

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Skeleton growing and pruning with bending potential ratio

13 years 3 months ago

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Wei Shen, Xiang Bai, Rong Hu, Hongyuan Wang, Longi...

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31

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PR
2011

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A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures

13 years 3 months ago

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The Student’s-t hidden Markov model (SHMM) has been recently proposed as a robust to outliers form of conventional continuous density hidden Markov models, trained by means of t...

Sotirios Chatzis, Dimitrios I. Kosmopoulos

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22

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PR
2011

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Regularizing multiple kernel learning using response surface methodology

13 years 3 months ago

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Mehmet Gönen, Ethem Alpaydin

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