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Machine Learning and Data Mining in Aerospace Technology (Studies in Computational Intelligence)

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This book explores the main concepts, algorithms, and techniques of Machine Learning and data mining for aerospace technology. Satellites are the ‘eagle eyes’ that allow us to view massive areas of the Earth simultaneously, and can gather more data, more quickly, than tools on the ground. Consequently, the development of intelligent health monitoring systems for artificial satellites – which can determine satellites’ current status and predict their failure based on telemetry data – is one of the most important current issues in aerospace engineering.

This book is divided into three parts, the first of which discusses central problems in the health monitoring of artificial satellites, including tensor-based anomaly detection for satellite telemetry data and machine learning in satellite monitoring, as well as the design, implementation, and validation of satellite simulators. The second part addresses telemetry data analytics and mining problems, while the last part focuses on security issues in telemetry data.
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Data Management and Analysis: Case Studies in Education, Healthcare and Beyond (Studies in Big Data)
Data Management and Analysis: Case Studies in Education, Healthcare and Beyond (Studies in Big Data)
Data management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent...
Pivotal Certified Professional Core Spring 5 Developer Exam: A Study Guide Using Spring Framework 5
Pivotal Certified Professional Core Spring 5 Developer Exam: A Study Guide Using Spring Framework 5

Pass the Pivotal Certified Professional exam for Core Spring, based on the latest Spring Framework 5, using source code examples, study summaries, and mock exams. This book now includes WebFlux, reactive programming, and more found in Spring 5. You'll find a descriptive overview of certification-related Spring modules and a...

Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation
Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation

Getting software released to users is often a painful, risky, and time-consuming process. This groundbreaking new book sets out the principles and technical practices that enable rapid, incremental delivery of high quality, valuable new functionality to users. Through automation of the build, deployment, and testing...


Test-Driven Java Development - Second Edition: Invoke TDD principles for end-to-end application development
Test-Driven Java Development - Second Edition: Invoke TDD principles for end-to-end application development

This book will teach the concepts of test driven development in Java so you can build clean, maintainable and robust code

Key Features

  • Explore the most popular TDD tools and frameworks and become more proficient in building applications
  • Create applications with better code...
DevOps: Continuous Delivery, Integration, and Deployment with DevOps: Dive into the core DevOps strategies
DevOps: Continuous Delivery, Integration, and Deployment with DevOps: Dive into the core DevOps strategies

Explore the high-in demand core DevOps strategies with powerful DevOps tools such as Ansible, Jenkins, and Chef

Key Features

  • Get acquainted with methodologies and tools of the DevOps framework
  • Perform continuous integration, delivery, deployment, and monitoring using...
DevOps for Serverless Applications: Design, deploy, and monitor your serverless applications using DevOps practices
DevOps for Serverless Applications: Design, deploy, and monitor your serverless applications using DevOps practices

Set up complete CI and CD pipelines for your serverless applications using DevOps principles

Key Features

  • Understand various services for designing serverless architecture
  • Build CD pipelines using various cloud providers for your serverless applications
  • ...
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