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2009, 2nd ed., ISBN 9781405170260, xi, 324
Book
Expert Systems With Applications, ISSN 0957-4174, 11/2017, Volume 85, pp. 146 - 157
Journal Article
Annals of internal medicine, 09/2012, Volume 157, Issue 6, pp. JC3 - JC5
Journal Article
Information Sciences, ISSN 0020-0255, 12/2017, Volume 421, pp. 254 - 271
In this paper, we propose a semi-supervised clustering method, , that models data with a set of Gaussian distributions and that retrieves clusters based on a... 
Information bottleneck | Partition-level side information | Semi-supervised clustering | Model-based clustering | Cross-entropy | MIXTURE-MODELS | COMPUTER SCIENCE, INFORMATION SYSTEMS
Journal Article
2013, ISBN 3319009680, Volume 226, 7
Reference
Advances in Data Analysis and Classification, ISSN 1862-5347, 9/2017, Volume 11, Issue 3, pp. 493 - 518
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 07/2018, Volume 151, pp. 24 - 36
Pairwise constraints are a typical form of class information used in semi-supervised clustering. Although various methods were proposed to combine unlabeled... 
Graph clustering | Pairwise constraints | Semi-supervised clustering | Discriminative model | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Probability | Discriminant analysis | Graph theory | Theory of constraints | Clustering | Regularization
Journal Article
Annals of Internal Medicine, ISSN 0003-4819, 02/2010, Volume 152, Issue 4, p. JC2
  Smieja discusses and comments on Jefferson et al's study that determines whether neuraminidase inhibitors are effective for preventing or treating influenza... 
Disease prevention | Adults | Drug therapy | Antiviral drugs | Influenza | Effectiveness studies
Journal Article
Entropy, ISSN 1099-4300, 2015, Volume 17, Issue 5, pp. 3400 - 3418
In this paper, we investigate a lossy source coding problem, where an upper limit on the permitted distortion is defined for every dataset element. It can be... 
Lossy compression | Shannon entropy | Entropy approximation | Source coding | Minimum entropy set cover | entropy approximation | source coding | IMAGE | lossy compression | PHYSICS, MULTIDISCIPLINARY | SET COVER | EPSILON ENTROPY | COMPRESSION | minimum entropy set cover | Permissible error | Approximation | Coding | Mathematical analysis | Distortion | Entropy | Compatibility | Optimization
Journal Article
1998, ISBN 9788371641213, 94
Book
Knowledge-Based Systems, ISSN 0950-7051, 06/2019, Volume 173, pp. 150 - 162
We construct kernel, which generalizes standard Gaussian RBF kernel to the case of incomplete data. Instead of using typical imputation techniques, which fill... 
Kernel methods | Incomplete data | SVM | Missing values | RBF | IMPUTATION | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Analysis | Distribution (Probability theory) | Kernels | Support vector machines | Regression analysis
Journal Article
Journal Article
Annals of Internal Medicine, ISSN 0003-4819, 02/2010, Volume 152, Issue 4, pp. JC2 - 11
Journal Article
2010, ISBN 1444314726, xiii, 352
Stabilisers, thickeners and gelling agents are extracted from a variety of natural raw materials and incorporated into foods to give the structure, flow,... 
Analyse | Additifs | Hydrocolloids | Hydrocolloïdes | Food additives | Analysis | Aliments | Food | Food industry and trade | Composition
Book
Journal Article
Molecular Diversity, ISSN 1381-1991, 05/2017, Volume 21, Issue 2, pp. 407 - 412
The Average Information Content Maximization algorithm (AIC-MAX) based on mutual information maximization was recently introduced to select the most... 
Selectivity studies | Virtual screening | Fingerprints | Serotonin receptors | Fingerprint reduction | Machine learning | DESIGN | CHEMISTRY, MEDICINAL | STRATEGY | CHEMISTRY, MULTIDISCIPLINARY | POTENT | 5-HT6R LIGANDS | REDUCTION | CHEMISTRY, APPLIED | ANTAGONISTS | Computer science | Phenols | Algorithms | Serotonin | Ligands | Molecular structure | Index Medicus | Original
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 05/2012, Volume 58, Issue 5, pp. 2719 - 2728
Journal Article
Journal Article
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