Time Series Analysis Methods and Applications for Flight Data

✍ Scribed by Zhang, Jianye;Zhang, Peng

Publisher: Springer;National Defense Industry Press
Year: 2017;2018
Tongue: English
Edition: 1st edition
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Introduction.- Preprocessing of Flight Data.- Typical Time Series Analysis for Flight Data.- Similarity Search for Flight Data.- Condition Monitoring and Trend Prediction Based on Flight Data.- Design and Implementation Of flight Data Mining System.

✦ Subjects

Aviation management;(BIC subject category)TRP;(BIC subject category)UNF;(BIC subject category)UYQ;(BISAC Subject Heading)COM004000;(BISAC Subject Heading)COM021030;(BISAC Subject Heading)TEC002000;(BISAC Subject Heading)TRP;Data analysis;Data mining;Flight Data;(Produktform)Paperback / softback;(Springer Nature Marketing Classification)B;(Springer Nature Subject Code)SCI18030: Data Mining and Knowledge Discovery;(Springer Nature Subject Code)SCI21017: Artificial Intelligence (incl. Robotics);(Sp

📜 SIMILAR VOLUMES

Time Series Analysis Methods and Applica

📁 Time Series Analysis Methods and Applications for Flight Data

✍ Jianye Zhang, Peng Zhang (auth.) 📂 Library 📅 2017 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

<p>This book focuses on different facets of flight data analysis, including the basic goals, methods, and implementation techniques. As mass flight data possesses the typical characteristics of time series, the time series analysis methods and their application for flight data have been illustrated

Time Series Analysis: Methods and Applic

📁 Time Series Analysis: Methods and Applications

✍ Tata Subba Rao, Suhasini Subba Rao, C.R. Rao (Eds.) 📂 Library 📅 2012 🏛 North Holland 🌐 English

<p>The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodo

Nonlinear time series analysis methods a

📁 Nonlinear time series analysis methods and applications

✍ Diks, Cees 📂 Library 📅 1999 🏛 World Scientific Pub. Co 🌐 English

Methods of nonlinear time series analysis are discussed from a dynamical systems perspective on the one hand, and from a statistical perspective on the other. After giving an informal overview of the theory of dynamical systems relevant to the analysis of deterministic time series, time series gener

Nonlinear Time Series Analysis: Methods

📁 Nonlinear Time Series Analysis: Methods And Applications

✍ Cees Diks 📂 Library 📅 1999 🏛 World Scientific 🌐 English

Nonlinear time series analysis : methods

📁 Nonlinear time series analysis : methods and applications

✍ Diks, Cees 📂 Library 📅 1999 🏛 World Scientific 🌐 English

State-space methods for time series anal

📁 State-space methods for time series analysis : theory, applications and software

✍ Casals, Jose 📂 Library 📅 2016 🏛 CRC Press 🌐 English