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Pattern Recognition, ISSN 0031-3203, 01/2014, Volume 47, Issue 1, pp. 25 - 39
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2012, Volume 7441, pp. 14 - 36
Conference Proceeding
Journal Article
by Igel, C
IEEE Transactions on Evolutionary Computation, ISSN 1089-778X, 06/2013, Volume 17, Issue 3, pp. 345 - 352
Evolutionary computing provides powerful methods for designing pattern recognition systems. This design process is typically based on finite sample data and... 
Training | Algorithm design and analysis | overfitting | Adaptive systems | Training data | Machine learning | model selection | Pattern recognition | Evolutionary learning | Strain | machine learning | pattern recognition | COMPUTER SCIENCE, THEORY & METHODS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Human Brain Mapping, ISSN 1065-9471, 03/2016, Volume 37, Issue 3, pp. 1148 - 1161
Journal Article
Machine Learning, ISSN 0885-6125, 9/2019, Volume 108, Issue 8, pp. 1503 - 1522
Journal Article
Neurocomputing, ISSN 0925-2312, 2005, Volume 64, Issue 1-4, pp. 107 - 117
The problem of model selection for support vector machines (SVMs) is considered. We propose an evolutionary approach to determine multiple SVM hyperparameters:... 
Support vector machines | Model selection | Evolutionary algorithms | GENETIC ALGORITHMS | support vector machines | evolutionary algorithms | model selection | CLASSIFICATION | SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Evolutionary Computation, ISSN 1530-9304, 03/2007, Volume 15, Issue 1, pp. 1 - 28
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2015, Volume 38, pp. 259 - 267
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 04/2016, Volume 17
A unified view on multi-class support vector machines (SVMs) is presented, covering most prominent variants including the one-vs-all approach and the... 
Support vector machines | Multi-class classification | Consistency | MACHINES | support vector machines | KERNEL | multi-class classification | MULTICATEGORY CLASSIFICATION | consistency | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Lecture Notes in Computer Science, ISSN 0302-9743, 2005, Volume 3410, pp. 534 - 546
In this article, model selection for support vector machines is viewed as a multi-objective optimization problem, where model complexity and training accuracy... 
CLASSIFICATION | SVM HYPERPARAMETERS | COMPUTER SCIENCE, THEORY & METHODS | EVOLUTIONARY ALGORITHMS
Conference Proceeding
IEEE Intelligent Systems, ISSN 1541-1672, 03/2017, Volume 32, Issue 2, pp. 16 - 22
Astrophysics and cosmology are rich with data. The advent of wide-area digital cameras on large aperture telescopes has led to ever more ambitious surveys of... 
Computer vision | Image analysis | Extrasolar planets | Machine learning | Telescopes | Extraterrestrial measurements | intelligent systems | Big data | Astronomy | astronomy | big data | machine learning | computer vision | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Big Data | Artificial intelligence
Journal Article
Neural Computation, ISSN 1530-888X, 10/2005, Volume 17, Issue 10, pp. 2099 - 2105
Gradient-based optimizing of gaussian kernel functions is considered. The gradient for the adaptation of scaling and rotation of the input space is computed to... 
Note | Normal Distribution | Models, Neurological | Neural Networks (Computer)
Journal Article
Neurocomputing, ISSN 0925-2312, 2003, Volume 50, pp. 105 - 123
The Rprop algorithm proposed by Riedmiller and Braun is one of the best performing first-order learning methods for neural networks. We discuss modifications... 
Supervised learning | Resilient backpropagation (Rprop) | Gradient-based optimization | gradient-based optimization | supervised learning | CONVERGENCE | resilient backpropagation (Rprop) | BACK-PROPAGATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | BACKPROPAGATION
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2013, Volume 8150, Issue 2, pp. 246 - 253
Conference Proceeding
01/2018, Allokation im marktwirtschaftlichen System, ISBN 9783631577745, 252
Finanzierungsprobleme der Sozialversicherung und hier insbesondere der gesetzlichen Krankenversicherung (GKV) und der sozialen Pflegeversicherung (SPV) stehen... 
Gesetzliche Krankenversicherung | Probleme | Pflegeversicherungsreform | Kranken | GKV-Reform | Igel | Reformmodelle | Pflegeversicherung | Gesundheitsfond | Entwicklung | Finanzierung | Soziale Pflegeversicherung | Deutschland | Gesundheitspauschale
eBook
Clinical Pharmacokinetics, ISSN 0312-5963, 2007, Volume 46, Issue 9, pp. 777 - 785
Journal Article
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