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Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models

Explore and master the most important algorithms for solving complex machine learning problems.

Key Features

  • Discover high-performing machine learning algorithms and understand how they work in depth
  • One-stop solution to mastering supervised, unsupervised, and...
What's New in SQL Server 2012
What's New in SQL Server 2012

Unleash the new features of SQL Server 2012

Overview

  • Upgrade your skills to the latest version of SQL Server
  • Discover the new dimensional model in Analysis Services
  • Utilize data alerts and render reports to the latest versions of Excel and Word
  • ...
Governance, Policy and Juxtaposition: A Maritime Perspective
Governance, Policy and Juxtaposition: A Maritime Perspective

This book considers governance and policy-making within the maritime sector, and focuses significantly on the dimensional context within which governance works. Recognising the importance of understanding governance and policy at times when the world is faced with social, political, and economic problems, it highlights the fact that...

Surrogate Model-Based Engineering Design and Optimization (Springer Tracts in Mechanical Engineering)
Surrogate Model-Based Engineering Design and Optimization (Springer Tracts in Mechanical Engineering)

This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate model selection and validation, surrogate-based robust design optimization, and surrogate-based evolutionary optimization.

Surrogate or metamodels are now...

Mathematics of Shapes and Applications (Lecture Notes, Institute for Masthematical Sciences, National University of Singapore)
Mathematics of Shapes and Applications (Lecture Notes, Institute for Masthematical Sciences, National University of Singapore)
Understanding how a single shape can incur a complex range of transformations, while defining the same perceptually obvious figure, entails a rich and challenging collection of problems, at the interface between applied mathematics, statistics and computer science. The program on Mathematics of Shapes and Applications, was held at the Institute...
Proceedings of the Tiangong-2 Remote Sensing Application Conference: Technology, Method and Application (Lecture Notes in Electrical Engineering)
Proceedings of the Tiangong-2 Remote Sensing Application Conference: Technology, Method and Application (Lecture Notes in Electrical Engineering)
This book gathers a selection of peer-reviewed papers presented at the Tiangong-2 Data Utilization Conference, which was held in Beijing, China, in December 2018. As the first space laboratory in China, Tiangong-2 carries 3 new types of remote sensing payloads – the Wide-band Imaging Spectrometer (WIS), Three-dimensional Imaging...
Immobilized ?-Galactosidase-Mediated Conversion of Lactose: Process, Kinetics and Modeling Studies (Springer Theses)
Immobilized ?-Galactosidase-Mediated Conversion of Lactose: Process, Kinetics and Modeling Studies (Springer Theses)

This book describes the reaction rate profiles of the β-galactosidase-catalyzed conversion of lactose on the inner surface of a hollow fiber membrane, which is employed as an enzymatic reactor system. The reaction rate profiles were obtained by solving the mass transfer and kinetics of reaction in a 2-dimensional model...

Modern Aerodynamic Methods for Direct and Inverse Applications
Modern Aerodynamic Methods for Direct and Inverse Applications

Just when classic subject areas seem understood, the author, a Caltech, M.I.T. and Boeing trained aerodynamicist, raises profound questions over traditional formulations.  Can shear flows be rigorously modeled using simpler “potential-like” methods versus Euler equation approaches?  Why not solve aerodynamic...

Recent Advances in Geo-Environmental Engineering, Geomechanics and Geotechnics, and Geohazards: Proceedings of the 1st Springer Conference of the ... in Science, Technology & Innovation)
Recent Advances in Geo-Environmental Engineering, Geomechanics and Geotechnics, and Geohazards: Proceedings of the 1st Springer Conference of the ... in Science, Technology & Innovation)

This edited volume contains the best papers in the geo-engineering field accepted for presentation at the 1st Springer Conference of the Arabian Journal of Geosciences, Tunisia 2018. In addition, it includes 3 keynotes by international experts on the following topics:

1. A new three-dimensional rock mass...

Anisotropic Metal Chalcogenide Nanomaterials: Synthesis, Assembly, and Applications (SpringerBriefs in Materials)
Anisotropic Metal Chalcogenide Nanomaterials: Synthesis, Assembly, and Applications (SpringerBriefs in Materials)

This book explores the recent advances in designing and synthesizing one- and two-dimensional metal chalcogenide nanostructures, along with their practical applications, helping readers understand what has happened, and what is currently happening in the field of nanotechnology. It also includes a comprehensive table showing...

Ocean Circulation in Three Dimensions
Ocean Circulation in Three Dimensions
Notable advances of the last quarter-century have deepened our appreciation of the three-dimensional nature of the ocean's large-scale circulation. This circulation has important implications for ocean chemistry and biology, atmospheric science, and climate. Ocean Circulation in Three Dimensions surveys both observations and theories of the...
Active Vibration Control and Stability Analysis of Flexible Beam Systems
Active Vibration Control and Stability Analysis of Flexible Beam Systems
Control of flexible beam systems constitutes an important benchmark problem in many application areas, such as flexible manipulators for grasping, marine mooring lines for station keeping, marine risers for oil transportation, and crane cables for positioning the payload. Flexible systems have a number of advantages...
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