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Machine Learning for Evolution Strategies
This book introduces numerous algorithmic hybridizations between both worlds that show how machine learning can improve and support evolution strategies. The set of methods comprises covariance matrix estimation, meta-modeling of fitness and constraint functions, dimensionality reduction for search and visualization of high-dimensional optimization processes, and clustering-based niching. After…
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- 978-3-319-33383-0
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Discretization and implicit mapping dynamics
This unique book presents the discretization of continuous systems and implicit mapping dynamics of periodic motions to chaos in continuous nonlinear systems. The stability and bifurcation theory of fixed points in discrete nonlinear dynamical systems is reviewed, and the explicit and implicit maps of continuous dynamical systems are developed through the single-step and multi-step discretizati…
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- 9783662472750
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- 515.33
Machine Learning for Microbial Phenotype Prediction
This thesis presents a scalable, generic methodology for microbial phenotype prediction based on supervised machine learning, several models for biological and ecological traits of high relevance, and the deployment in metagenomic datasets. The results suggest that the presented prediction tool can be used to automatically annotate phenotypes in near-complete microbial genome sequences, as gene…
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- 978-3-658-14319-0
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Diseases of the cardiac pump
Together, the volumes in this series present all of the data needed at various length scales for a multidisciplinary approach to modeling and simulation of flows in the cardiovascular and ventilatory systems, especially multiscale modeling and coupled simulations. The cardiovascular and respiratory systems are tightly coupled, as their primary function is to supply oxygen to and remove carbon d…
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- 9783319126647
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- xvi, 631 pages
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- 616.12
Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015, H…
This book constitutes the proceedings of the 6th International Workshop on Machine Learning in Medical Imaging, MLMI 2015, held in conjunction with MICCAI 2015, in Munich in October 2015. The 40 full papers presented in this volume were carefully reviewed and selected from 69 submissions. The workshop focuses on major trends and challenges in the area of machine learning in medical imaging and…
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- 978-3-319-24888-2
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Diseases of the chest and heart 2015-2018 : diagnostic imaging and interventi…
Written by internationally renowned experts, this volume is a collection of chapters dealing with imaging diagnosis and interventional therapies in chest and heart disease.
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- 9788847057524
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- 617.54
Trail of Story, Traveller’s Path Reflections on Ethnoecology and Landscape
With passion and conviction, Johnson maintains that our response to our environment shapes our culture, determines our lifestyle, defines our identity, and sets the tone for our relationships and economies. With photos, she documents the landscape and contrasts the ecological relationships with land of First Nations peoples to those of non-indigenous scientists. The result is an absorbing study…
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- 9781897425350.01
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- 267 pages
Diseases of the spinal cord : novel imaging, diagnosis and treatment
Spinal cord imaging has significantly benefited from new MR imaging methods such as cardiac-gated diffusion-weighted imaging, diffusion tensor imaging with fiber tracking, and time-resolved MR angiography. Recent decades have also witnessed fundamental progress in understanding of the pathophysiology of vascular, metabolic, and inflammatory spinal cord diseases. Furthermore, neurosurgical proce…
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- ISBN/ISSN
- 9783642542091
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- 463 pages
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- Call Number
- 610
Algorithms - ESA 2015: 23rd Annual European Symposium, Patras, Greece, Septem…
This book constitutes the refereed proceedings of the 23rd Annual European Symposium on Algorithms, ESA 2015, held in Patras, Greece, in September 2015, as part of ALGO 2015. The 86 revised full papers presented together with two invited lectures were carefully reviewed and selected from 320 initial submissions: 71 out of 261 in Track A, Design and Analysis, and 15 out of 59 in Track B, Eng…
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- Ed. 1
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- 978-3-662-48350-3
- Collation
- XXIII, 1053
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- Lecture Notes in Computer Science
- Call Number
- 005 ALG a
Transmucosal Absorption Enhancers in the Drug Delivery Field
Development of strategies to assist the movement of poorly permeable molecules across biological barriers has long been the goal of drug delivery science. In the last three decades, there has been an exponential increase in advanced drug delivery systems that aim to address this issue. However, most proprietary delivery technologies that have progressed to clinical development are based on perm…
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- 978-3-03921-849-3
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- 615 TRA
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