Skip to main content

Highway Safety Analytics And Modeling

In Order to Read Online or Download Highway Safety Analytics And Modeling Full eBooks in PDF, EPUB, Tuebl and Mobi you need to create a Free account. Get any books you like and read everywhere you want. Fast Download Speed ~ Commercial & Ad Free. We cannot guarantee that every book is in the library!

Highway Safety Analytics and Modeling

Highway Safety Analytics and Modeling Book
Author : Dominique Lord,Xiao Qin,Srinivas R. Geedipally
Publisher : Elsevier
Release : 2021-02-27
ISBN : 0128168196
Language : En, Es, Fr & De

GET BOOK

Book Description :

Highway Safety Analytics and Modeling comprehensively covers the key elements needed to make effective transportation engineering and policy decisions based on highway safety data analysis in a single. reference. The book includes all aspects of the decision-making process, from collecting and assembling data to developing models and evaluating analysis results. It discusses the challenges of working with crash and naturalistic data, identifies problems and proposes well-researched methods to solve them. Finally, the book examines the nuances associated with safety data analysis and shows how to best use the information to develop countermeasures, policies, and programs to reduce the frequency and severity of traffic crashes. Complements the Highway Safety Manual by the American Association of State Highway and Transportation Officials Provides examples and case studies for most models and methods Includes learning aids such as online data, examples and solutions to problems

Laser Scanning Systems in Highway and Safety Assessment

Laser Scanning Systems in Highway and Safety Assessment Book
Author : Biswajeet Pradhan,Maher Ibrahim Sameen
Publisher : Springer
Release : 2019-04-02
ISBN : 3030103749
Language : En, Es, Fr & De

GET BOOK

Book 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.

Mathematical Modeling for Business Analytics

Mathematical Modeling for Business Analytics Book
Author : William P. Fox
Publisher : CRC Press
Release : 2017-12-15
ISBN : 1351368249
Language : En, Es, Fr & De

GET BOOK

Book Description :

Mathematical Modeling for Business Analytics is written for decision makers at all levels. This book presents the latest tools and techniques available to help in the decision process. The interpretation and explanation of the results are crucial to understanding the strengths and limitations of modeling. This book emphasizes and focuses on the aspects of constructing a useful model formulation, as well as building the skills required for decision analysis. The book also focuses on sensitivity analysis. The author encourages readers to formally think about solving problems by using a thorough process. Many scenarios and illustrative examples are provided to help solve problems. Each chapter is also comprehensively arranged so that readers gain an in-depth understanding of the subject which includes introductions, background information and analysis. Both undergraduate and graduate students taking methods courses in methods and discrete mathematical modeling courses will greatly benefit from using this book. Boasts many illustrative examples to help solve problems Provides many solutions for each chapter Emphasizes model formulation and helps create model building skills for decision analysis Provides the tools to support analysis and interpretation

Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics

Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics Book
Author : Tavana, Madjid,Szabat, Kathryn,Puranam, Kartikeya
Publisher : IGI Global
Release : 2016-09-21
ISBN : 1522506551
Language : En, Es, Fr & De

GET BOOK

Book Description :

Businesses are collecting massive amounts of data every day as a way to better understand their processes, competition, and the markets they serve. This data can be used to increase organizational productivity and performance; however, is essential that organizations collecting large data sets have the tools available to them to fully understand the data they are collecting. Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics takes a critical look at methods for enhancing an organization’s operations and day-to-day activities through the effective use of data. Focusing on a variety of applications of predictive analytics within organizations of all types, this critical publication is an essential resource for business managers, data scientists, graduate-level students, and researchers.

Data Analytics for Smart Cities

Data Analytics for Smart Cities Book
Author : Amir Alavi,William G. Buttlar
Publisher : CRC Press
Release : 2018-10-26
ISBN : 042978662X
Language : En, Es, Fr & De

GET BOOK

Book Description :

The development of smart cities is one of the most important challenges over the next few decades. Governments and companies are leveraging billions of dollars in public and private funds for smart cities. Next generation smart cities are heavily dependent on distributed smart sensing systems and devices to monitor the urban infrastructure. The smart sensor networks serve as autonomous intelligent nodes to measure a variety of physical or environmental parameters. They should react in time, establish automated control, and collect information for intelligent decision-making. In this context, one of the major tasks is to develop advanced frameworks for the interpretation of the huge amount of information provided by the emerging testing and monitoring systems. Data Analytics for Smart Cities brings together some of the most exciting new developments in the area of integrating advanced data analytics systems into smart cities along with complementary technological paradigms such as cloud computing and Internet of Things (IoT). The book serves as a reference for researchers and engineers in domains of advanced computation, optimization, and data mining for smart civil infrastructure condition assessment, dynamic visualization, intelligent transportation systems (ITS), cyber-physical systems, and smart construction technologies. The chapters are presented in a hands-on manner to facilitate researchers in tackling applications. Arguably, data analytics technologies play a key role in tackling the challenge of creating smart cities. Data analytics applications involve collecting, integrating, and preparing time- and space-dependent data produced by sensors, complex engineered systems, and physical assets, followed by developing and testing analytical models to verify the accuracy of results. This book covers this multidisciplinary field and examines multiple paradigms such as machine learning, pattern recognition, statistics, intelligent databases, knowledge acquisition, data visualization, high performance computing, and expert systems. The book explores new territory by discussing the cutting-edge concept of Big Data analytics for interpreting massive amounts of data in smart city applications.

Data Analytics Paving the Way to Sustainable Urban Mobility

Data Analytics  Paving the Way to Sustainable Urban Mobility Book
Author : Eftihia G. Nathanail,Ioannis D. Karakikes
Publisher : Springer
Release : 2018-12-11
ISBN : 3030023052
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book aims at showing how big data sources and data analytics can play an important role in sustainable mobility. It is especially intended to provide academicians, researchers, practitioners and decision makers with a snapshot of methods that can be effectively used to improve urban mobility. The different chapters, which report on contributions presented at the 4th Conference on Sustainable Urban Mobility, held on May 24-25, 2018, in Skiathos Island, Greece, cover different thematic areas, such as social networks and traveler behavior, applications of big data technologies in transportation and analytics, transport infrastructure and traffic management, transportation modeling, vehicle emissions and environmental impacts, public transport and demand responsive systems, intermodal interchanges, smart city logistics systems, data security and associated legal aspects. They show in particular how to apply big data in improving urban mobility, discuss important challenges in developing and implementing analytics methods and provide the reader with an up-to-date review of the most representative research on data management techniques for enabling sustainable urban mobility

Human Performance

Human Performance Book
Author : National Research Council (U.S.). Transportation Research Board
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

This Transportation Research Record contains 22 papers on human performance or simulation and visualization. Among the topics discussed are the following: crash involvement of young novice drivers; factors affecting the safety of young and older drivers; behavioral classification of passing maneuvers; in-vehicle text messages; measuring performance for the Federal Aviation Administration's safety oversight system; driver eye glance behavior during lane change decision, lane changes, and straight-ahead driving; driver fatigue, distraction, and performance; eye glance behavior during in-vehicle secondary tasks; multifunction interfaces in vehicles; interface workload of in-vehicle information systems; human-machine interface design for intelligent speed adaptation; an automated real-time driver warning system; fuzzy sets for evaluating driver perception of variable message signs; video advertising signs and traffic safety; message display formats of portable variable message signs; in-vehicle Global Positioning System data for evaluating deceleration at stop sign-controlled intersections; simulator evaluations of driving with vision impairments and visual aids; a driving simulator for work zone design; the application of visualization to transportation systems; a four-dimensional interactive visualization system for transportation management and traveler information; and virtual reality visualization of microscopic traffic simulations.

Objective Priority Programming Procedures

Objective Priority Programming Procedures Book
Author : General Analytics, inc
Publisher : Unknown
Release : 1973
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Objective Priority Programming Procedures book written by General Analytics, inc, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Mobility Patterns Big Data and Transport Analytics

Mobility Patterns  Big Data and Transport Analytics Book
Author : Constantinos Antoniou,Loukas Dimitriou,Francisco Pereira
Publisher : Elsevier
Release : 2018-11-27
ISBN : 0128129719
Language : En, Es, Fr & De

GET BOOK

Book Description :

Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications and transportation systems analysis that are related to complex processes and phenomena. This book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques. The book covers in detail, mobility ‘structural’ analysis (and its dynamics), the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications, and transportation systems analysis related to complex processes and phenomena. The book bridges the gap between big data, data science, and Transportation Systems Analysis with a study of big data’s impact on mobility, and an introduction to the tools necessary to apply new techniques. Guides readers through the paradigm-shifting opportunities and challenges of handling Big Data in transportation modeling and analytics Covers current analytical innovations focused on capturing, predicting, visualizing, and controlling mobility patterns, while discussing future trends Delivers an introduction to transportation-related information advances, providing a benchmark reference by world-leading experts in the field Captures and manages mobility patterns, covering multiple purposes and alternative transport modes, in a multi-disciplinary approach Companion website features videos showing the analyses performed, as well as test codes and data-sets, allowing readers to recreate the presented analyses and apply the highlighted techniques to their own data

Amstat News

Amstat News Book
Author : American Statistical Association
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Amstat News book written by American Statistical Association, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Government Reports Announcements Index

Government Reports Announcements   Index Book
Author : Anonim
Publisher : Unknown
Release : 1988
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Government Reports Announcements Index book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Bridge Maintenance Safety Management Life cycle Performance and Cost

Bridge Maintenance  Safety  Management  Life cycle Performance and Cost Book
Author : Paulo J. S. Cruz,Dan M. Frangopol,Luis C. Neves
Publisher : Taylor & Francis Group
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

With contributions from leading experts, this book addresses all major aspects of bridge maintenance, safety, and management and delineates the state of the art in bridge maintenance and safety. It offers advice for decision making in bridge maintenance, safety, management, and cost for the purpose of enhancing the welfare of society. Topics include deterioration modeling, emerging technologies, field testing, financial planning, health monitoring, high-performance materials, innovations, load capacity assessment, maintenance strategies, new technology and materials, nondestructive testing, future traffic demands, reliability and risk, sustainable materials, whole-life costing, and more.

Advances in Human Aspects of Transportation

Advances in Human Aspects of Transportation Book
Author : Neville A Stanton
Publisher : Springer
Release : 2017-06-22
ISBN : 3319604414
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book discusses the latest advances in research and development, design, operation and analysis of transportation systems and their complementary infrastructures. It reports on both theories and case studies on road and rail, aviation and maritime transportation. The book covers a wealth of topics, from accident analysis, vehicle intelligent control, and human-error and safety issues to next-generation transportation systems, model-based design methods, simulation and training techniques, and many more. A special emphasis is given to smart technologies and automation in transport, as well as to user-centered, ergonomic and sustainable design of transport systems. The book, which is based on the AHFE 2017 International Conference on Human Factors in Transportation, held on July 17–21, Los Angeles, California, USA, mainly addresses transportation system designers, industrial designers, human–computer interaction researchers, civil and control engineers, as well as vehicle system engineers. Moreover, it represents a timely source of information for transportation policy-makers and social scientists dealing with traffic safety, management, and sustainability issues in transport.

Bibliographic Guide to Technology

Bibliographic Guide to Technology Book
Author : New York Public Library. Research Libraries
Publisher : Unknown
Release : 1978
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Bibliographic Guide to Technology book written by New York Public Library. Research Libraries, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Unique 3 in 1 Research Development Directory

Unique 3 in 1 Research   Development Directory Book
Author : Anonim
Publisher : Unknown
Release : 1982
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Unique 3 in 1 Research Development Directory book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Proceedings of the XIVth Triennial Congress of the International Ergonomics Association and the 44th Annual Meeting of the Human Factors and Ergonomics Society

Proceedings of the XIVth Triennial Congress of the International Ergonomics Association and the 44th Annual Meeting of the Human Factors and Ergonomics Society Book
Author : Human Factors and Ergonomics Society. Annual meeting,International Ergonomics Association. Congress
Publisher : Unknown
Release : 2000
ISBN : 9780945289135
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Proceedings of the XIVth Triennial Congress of the International Ergonomics Association and the 44th Annual Meeting of the Human Factors and Ergonomics Society book written by Human Factors and Ergonomics Society. Annual meeting,International Ergonomics Association. Congress, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Current Literature in Traffic and Transportation

Current Literature in Traffic and Transportation Book
Author : Anonim
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Current Literature in Traffic and Transportation book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Government Reports Annual Index

Government Reports Annual Index Book
Author : Anonim
Publisher : Unknown
Release : 1991
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Government Reports Annual Index book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in Water Resources and Transportation Engineering

Advances in Water Resources and Transportation Engineering Book
Author : Yusuf A. Mehta,Iacopo Carnacina,D. Nagesh Kumar,K. Ramachandra Rao,Madhuri Kumari
Publisher : Springer
Release : 2021-07-02
ISBN : 9789811613029
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book comprises select proceedings of the International Conference on Trends and Recent Advances in Civil Engineering (TRACE 2020). The volume focuses on latest research in water resources and transportation engineering, and the use of information technology in these fields. A wide range of topics are covered which include applications of software tools, internet of things, machine learning, artificial intelligence, data analytics, big data including satellite and remotely sensed data, and virtual reality for next generation smart and intelligent water resources and transportation engineering and management. Case studies on traffic safety, pavement design, road maintenance, pedestrian behavior and transportation planning are also covered. The contents of this book will be useful to researchers and professionals working in the fields of water resource management and transportation engineering.

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City Book
Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
Publisher : Springer
Release : 2020-12-18
ISBN : 9789813345737
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book gathers a selection of peer-reviewed papers presented at the second Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2020) conference, held in Shanghai, China, on 28–29 December 2020. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.