How Long to Read Laser Scanning Systems in Highway and Safety Assessment

How Long Does it Take to Read Laser Scanning Systems in Highway and Safety Assessment?

It takes the average reader 2 hours and 48 minutes to read Laser Scanning Systems in Highway and Safety Assessment by Biswajeet Pradhan

Assuming a reading speed of 250 words per minute. Learn more

Description

This book aims to promote the core understanding of a proper modelling of road traffic accidents by deep learning methods using traffic information and road geometry delineated from laser scanning data. The first two chapters of the book introduce the reader to laser scanning technology with creative explanation and graphical illustrations, review and recent methods of extracting geometric road parameters. The next three chapters present different machine learning and statistical techniques applied to extract road geometry information from laser scanning data. Chapters 6 and 7 present methods for modelling roadside features and automatic road geometry identification in vector data. After that, this book goes on reviewing methods used for road traffic accident modelling including accident frequency and injury severity of the traffic accident (Chapter 8). Then, the next chapter explores the details of neural networks and their performance in predicting the traffic accidents along with a comparison with common data mining models. Chapter 10 presents a novel hybrid model combining extreme gradient boosting and deep neural networks for predicting injury severity of road traffic accidents. This chapter is followed by deep learning applications in modelling accident data using feed-forward, convolutional, recurrent neural network models (Chapter 11). The final chapter (Chapter 12) presents a procedure for modelling traffic accident with little data based on the concept of transfer learning. This book aims to help graduate students, professionals, decision makers, and road planners in developing better traffic accident prediction models using advanced neural networks.

How long is Laser Scanning Systems in Highway and Safety Assessment?

Laser Scanning Systems in Highway and Safety Assessment by Biswajeet Pradhan is 165 pages long, and a total of 42,075 words.

This makes it 56% the length of the average book. It also has 51% more words than the average book.

How Long Does it Take to Read Laser Scanning Systems in Highway and Safety Assessment Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 49 minutes to read Laser Scanning Systems in Highway and Safety Assessment aloud.

What Reading Level is Laser Scanning Systems in Highway and Safety Assessment?

Laser Scanning Systems in Highway and Safety Assessment is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Laser Scanning Systems in Highway and Safety Assessment?

Laser Scanning Systems in Highway and Safety Assessment by Biswajeet Pradhan is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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