Tractable learning of Bayesian networks from partially observed data (English)
- New search for: Benjumeda, Marco
- New search for: Luengo-Sanchez, Sergio
- New search for: Larrañaga, Pedro
- New search for: Bielza, Concha
- New search for: Benjumeda, Marco
- New search for: Luengo-Sanchez, Sergio
- New search for: Larrañaga, Pedro
- New search for: Bielza, Concha
In:
Pattern recognition
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91
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190-199
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2019
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ISSN:
- Article (Journal) / Print
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Title:Tractable learning of Bayesian networks from partially observed data
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Contributors:Benjumeda, Marco ( author ) / Luengo-Sanchez, Sergio ( author ) / Larrañaga, Pedro ( author ) / Bielza, Concha ( author )
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Published in:Pattern recognition ; 91 ; 190-199
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Publisher:
- New search for: Elsevier Science B.V., Amsterdam.
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Publication date:2019-01-01
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Size:10 pages
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ISSN:
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Type of media:Article (Journal)
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Type of material:Print
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Language:English
- New search for: 006.4
- Further information on Dewey Decimal Classification
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Classification:
DDC: 006.4 -
Source:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Table of contents – Volume 91
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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SemTra: A semi-supervised approach to traffic flow labeling with minimal human effortFahad, Adil / Almalawi, Abdulmohsen / Tari, Zahir / Alharthi, Kurayman / Al Qahtani, Fawaz S. / Cheriet, Mohamed et al. | 2019
- 13
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Constrained matrix factorization for semi-weakly learning with label proportionsChen, Zhensong / Shi, Yong / Qi, Zhiquan et al. | 2019
- 25
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Sample size for maximum-likelihood estimates of Gaussian model depending on dimensionality of pattern spacePsutka, Josef V. / Psutka, Josef et al. | 2019
- 34
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Deep convolutional network with locality and sparsity constraints for texture classificationBu, Xingyuan / Wu, Yuwei / Gao, Zhi / Jia, Yunde et al. | 2019
- 47
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Exploiting spatial relation for fine-grained image classificationQi, Lei / Lu, Xiaoqiang / Li, Xuelong et al. | 2019
- 56
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Dirichlet densifiers for improved commute times estimationCurado, Manuel / Escolano, Francisco / Lozano, Miguel A. / Hancock, Edwin R. et al. | 2019
- 69
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A multi-scale level set method based on local features for segmentation of images with intensity inhomogeneityMin, Hai / Xia, Li / Han, Junwei / Wang, Xiaofeng / Pan, Qianqian / Fu, Hao / Wang, Hongzhi / Wong, Stephen T.C. / Li, Hai et al. | 2019
- 86
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Fast semi-supervised discriminant analysis for binary classification of large data setsTavernier, Joris / Simm, Jaak / Meerbergen, Karl / Wegner, Joerg Kurt / Ceulemans, Hugo / Moreau, Yves et al. | 2019
- 100
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Fast and accurate computation of Racah moment invariants for image classificationBenouini, Rachid / Batioua, Imad / Zenkouar, Khalid / Zahi, Azeddine / Fadili, Hakim El / Qjidaa, Hassan et al. | 2019
- 111
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Reduction in number of constraints in max-margin early event detectorsYang, Zhi-Fang / Lin, Yi-Cyuan et al. | 2019
- 123
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Learning Bayesian networks using the constrained maximum a posteriori probability methodYang, Yu / Gao, Xiaoguang / Guo, Zhigao / Chen, Daqing et al. | 2019
- 135
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Multi-layer discriminative dictionary learning with locality constraint for image classificationSong, Jianqiang / Xie, Xuemei / Shi, Guangming / Dong, Weisheng et al. | 2019
- 147
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Nesting-structured nuclear norm minimization for spatially correlated matrix variateLuo, Lei / Yang, Jian / Zhang, Yigong / Xu, Yong / Huang, Heng et al. | 2019
- 162
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Simultaneous feature selection and discretization based on mutual informationSharmin, Sadia / Shoyaib, Mohammad / Ali, Amin Ahsan / Khan, Muhammad Asif Hossain / Chae, Oksam et al. | 2019
- 175
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Learning multi-layer coarse-to-fine representations for large-scale image classificationZhang, Ji / Mei, Kuizhi / Zheng, Yu / Fan, Jianping et al. | 2019
- 190
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Tractable learning of Bayesian networks from partially observed dataBenjumeda, Marco / Luengo-Sanchez, Sergio / Larrañaga, Pedro / Bielza, Concha et al. | 2019
- 200
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Representation of online handwriting using multi-component sinusoidal modelChoudhury, Himakshi / Prasanna, S.R. Mahadeva et al. | 2019
- 216
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The impact of class imbalance in classification performance metrics based on the binary confusion matrixLuque, Amalia / Carrasco, Alejandro / Martín, Alejandro / de las Heras, Ana et al. | 2019
- 232
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Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transferAtapour-Abarghouei, Amir / Akcay, Samet / Payen de La Garanderie, Grégoire / Breckon, Toby P. et al. | 2019
- 245
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Cancelable fingerprint template design with randomized non-negative least squaresKho, Jun Beom / Kim, Jaihie / Kim, Ig-Jae / Teoh, Andrew B.J. et al. | 2019
- 261
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Agnostic attribute segmentation of dynamic scenes with limited spatio-temporal resolutionZhang, Yinhui / He, Zifen et al. | 2019
- 272
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Visual object tracking via a manifold regularized discriminative dual dictionary modelWang, Lingfeng / Pan, Chunhong et al. | 2019
- 281
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A gamma-signal-regulated connected components labeling algorithmZhang, Danyang / Ma, Huadong / Pan, Linqiang et al. | 2019
- 291
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A new sparse representation learning of complex data: Application to dynamic clustering of web navigationRastin, Parisa / Cabanes, Guénaël / Matei, Basarab / Bennani, Younès / Marty, Jean-Marc et al. | 2019
- 308
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A novel incremental one-class support vector machine based on low variance directionKefi-Fatteh, Takoua / Ksantini, Riadh / Kaâniche, Mohamed-Bécha / Bouhoula, Adel et al. | 2019
- 322
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DELTA: A deep dual-stream network for multi-label image classificationYu, Wan-Jin / Chen, Zhen-Duo / Luo, Xin / Liu, Wu / Xu, Xin-Shun et al. | 2019
- 332
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Blind image quality assessment via learnable attention-based poolingGu, Jie / Meng, Gaofeng / Xiang, Shiming / Pan, Chunhong et al. | 2019
- 345
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Large-scale and rotation-invariant template matching using adaptive radial ring code histogramsYang, Hua / Huang, Chenghui / Wang, Feiyue / Song, Kaiyou / Zheng, Shijiao / Yin, Zhouping et al. | 2019
- 357
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Order-aware convolutional pooling for video based action recognitionWang, Peng / Liu, Lingqiao / Shen, Chunhua / Shen, Heng Tao et al. | 2019
- 366
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M3Net: A multi-model, multi-size, and multi-view deep neural network for brain magnetic resonance image segmentationWei, Jie / Xia, Yong / Zhang, Yanning et al. | 2019
- 379
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DeepOtsu: Document enhancement and binarization using iterative deep learningHe, Sheng / Schomaker, Lambert et al. | 2019
- 391
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Filter-in-Filter: Low Cost CNN Improvement by Sub-filter Parameter SharingXie, Guotian / Yang, Kuiyuan / Lai, Jianhuang et al. | 2019
- 404
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Erratum to ‘The multiscale bowler-hat transform for blood vessel enhancement in retinal images’ [Pattern Recognition 88 (2019) 739-750]Sazak, Çiğdem / Nelson, Carl J. / Obara, Boguslaw et al. | 2019
- ii
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Editorial Board| 2018