Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Laser Scanning Systems in Highway and Safety Assessment

Laser Scanning Systems in Highway and Safety Assessment

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030103743
Condition
New
Product 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.

Available Colors
Available Sizes
1 Offer Price Range: $89.00 - $89.00
BEST PRICE

Single Product Purchase

$89.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$89.00 $89.00

$89.00
See Site In stock Visit Store

Similar Products

Berlin als unternehmerische Aufgabe

$59.99

Chirurgia Plastica et Reconstructiva

$28.40

Candida Species

$84.99

Beyond the Crystalline State

$54.99

Zur Limnologie, Entomostraken- und Rotatorienfauna des Seewinkelgebietes (Burgenland, sterreich)

$59.99

Applied Information Security

$49.99

Polyfold and Fredholm Theory

$189.00

Die Aktie und Du

$59.99

Was Coaching wirksam macht

$64.99

Recent Advances in Computational Optimization

$84.99

Kropfbekmpfung und Kropfverhtung in sterreich

$64.99

Metaphor and Diaspora in Contemporary Writing

$54.99

Combined Cycle Driven Efficiency for Next Generation Nuclear Power Plants

$169.99

Teaching Childrens Fiction

$54.99

After Fordism

$109.99

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

$64.99

Breast Diseases

$79.99

Herstellung von Schmelzphosphat-Dnger bei hygienischer Aufbereitung und Vernichtung von Stadtmll

$54.99

Haus der Elektrotechnik

$59.99

Science for Agriculture and Rural Development in Low-income Countries

$84.99

Techniques in Cell Cycle Analysis

$169.99

Elektronische Unterschriftsverfahren in der Telekommunikation

$59.99

Probability, Uncertainty and Rationality

$39.95

Bioceramics

$169.00

Introduction to Microprocessor-Based Systems Design

$119.99

Feynman Path Integrals

$39.99

Conceptual Structures: Knowledge Visualization and Reasoning

$39.99

Options in the Management of the Open Abdomen

$109.99

Spectral Methods for Non-Standard Eigenvalue Problems

$54.99

New Trends in Magnetism, Magnetic Materials, and Their Applications

$169.00

Embedded System Design with the Atmel AVR Microcontroller I

$44.99

The World is Triangular

$37.99

Maritime Autonomous Surface Ships (MASS) - Regulation, Technology, and Policy

$199.99

I Love You to the Moon and Back

$5.99

Intangible Assets in der Unternehmenssteuerung

$79.99

Advanced Control Methodologies For Power Converter Systems

$129.00

Participation and the Quality of Environmental Decision Making

$169.99

Mssbauer Effect Data Index

$39.99

Cancer Chemotherapy: an Introduction

$54.99

Building Constitutionalism in China

$89.00