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Data Driven Solutions To Transportation Problems

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Data Driven Solutions to Transportation Problems

Data Driven Solutions to Transportation Problems Book
Author : Yinhai Wang,Ziqiang Zeng
Publisher : Elsevier
Release : 2018-12-04
ISBN : 0128170271
Language : En, Es, Fr & De

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Book Description :

Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more. Synthesizes the newest developments in data-driven transportation science Includes case studies and examples in each chapter that illustrate the application of methodologies and technologies employed Useful for both theoretical and technically-oriented researchers

Sustainable Transportation Solutions

Sustainable Transportation Solutions Book
Author : United States. Congress. Senate. Committee on Banking, Housing, and Urban Affairs
Publisher : Unknown
Release : 2009
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Sustainable Transportation Solutions book written by United States. Congress. Senate. Committee on Banking, Housing, and Urban Affairs, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems Book
Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
Publisher : Elsevier
Release : 2017-04-05
ISBN : 0128098511
Language : En, Es, Fr & De

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Book Description :

Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. Users will learn how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Includes case studies in each chapter that illustrate the application of concepts covered Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies Contains contributors from both leading academic and commercial researchers Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications

Smart Delivery Systems

Smart Delivery Systems Book
Author : Jakub Nalepa
Publisher : Unknown
Release : 2019-11
ISBN : 0128157151
Language : En, Es, Fr & De

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Book Description :

Smart Delivery Systems: Solving Complex Vehicle Routing Problems examines both exact and approximate methods for delivering optimal solutions to rich vehicle routing problems, showing both the advantages and disadvantages of each approach. It shows how to apply machine learning and advanced data analysis techniques to improve routing systems, familiarizing readers with the concepts and technologies used in successfully implemented delivery systems. The book explains both the latest theoretical and practical advances in intelligent delivery and scheduling systems and presents practical applications for designing new algorithms for real-life scenarios. Emphasizes both sequential and parallel algorithms Uniquely combines methods and algorithms, real-life applications, and parallel computing Includes recommendations on how to choose between different methods for solving applications Provides learning aids, end of chapter references, bibliography, worked examples and exercises

Departments of Transportation and Housing and Urban Development and Related Agencies Appropriations for 2009

Departments of Transportation  and Housing and Urban Development  and Related Agencies Appropriations for 2009 Book
Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Transportation, Housing and Urban Development, and Related Agencies
Publisher : Unknown
Release : 2008
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Departments of Transportation and Housing and Urban Development and Related Agencies Appropriations for 2009 book written by United States. Congress. House. Committee on Appropriations. Subcommittee on Transportation, Housing and Urban Development, and Related Agencies, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Practical Enterprise Data Lake Insights

Practical Enterprise Data Lake Insights Book
Author : Saurabh Gupta,Venkata Giri
Publisher : Apress
Release : 2018-06-27
ISBN : 1484235223
Language : En, Es, Fr & De

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Book Description :

Use this practical guide to successfully handle the challenges encountered when designing an enterprise data lake and learn industry best practices to resolve issues. When designing an enterprise data lake you often hit a roadblock when you must leave the comfort of the relational world and learn the nuances of handling non-relational data. Starting from sourcing data into the Hadoop ecosystem, you will go through stages that can bring up tough questions such as data processing, data querying, and security. Concepts such as change data capture and data streaming are covered. The book takes an end-to-end solution approach in a data lake environment that includes data security, high availability, data processing, data streaming, and more. Each chapter includes application of a concept, code snippets, and use case demonstrations to provide you with a practical approach. You will learn the concept, scope, application, and starting point. What You'll Learn Get to know data lake architecture and design principles Implement data capture and streaming strategies Implement data processing strategies in Hadoop Understand the data lake security framework and availability model Who This Book Is For Big data architects and solution architects

Mathematical Chronicle

Mathematical Chronicle Book
Author : Anonim
Publisher : Unknown
Release : 1977
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Mathematical Chronicle book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Evaluation of Intelligent Transportation System Alternatives for Reducing the Risks of Truck Rollover Crashes Due to High Winds

Evaluation of Intelligent Transportation System Alternatives for Reducing the Risks of Truck Rollover Crashes Due to High Winds Book
Author : Joe McCarthy
Publisher : Unknown
Release : 2007
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Evaluation of Intelligent Transportation System Alternatives for Reducing the Risks of Truck Rollover Crashes Due to High Winds book written by Joe McCarthy, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Social enabled Urban Data Analytics

Social enabled Urban Data Analytics Book
Author : Danqing Zhang
Publisher : Unknown
Release : 2018
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Increasing traffic congestion, vehicle emissions and commuters delay have been major challenges for urban transportation systems for years. The economic cost of traffic congestion in the US is Increasing from 200 billion in 2013 to 293 billion in 2030. There is an increasing need for a better solution to long-term transportation demand forecasting for urban infrastructure planning, and solution to short-term traffic prediction for managing existing urban infrastructure. Accordingly, understanding how urban systems operate and evolve through modeling individuals' daily urban activities has been a major focus of transportation planners, urban planners, and geographers. Traffic data (loop sensors, surveillance cameras, and GPS in taxis, buses), survey data (ACS, CHTS), mobile phone signals (CDR and GPS) and Location Based Social Network (LBSN) data (Facebook, Twitter, Yelp, and Foursquare) have enabled data-driven research on transportation behavior research. The data-driven research, urban data analytics, is an interdisciplinary field where machine learning/ deep learning methods from computer science and optimization/ simulation methods from operation research are applied in conventional city-related fields using spatial-temporal data. In this dissertation, we aim to add the third dimension, social, to urban data analytics research using social-spatial-temporal data, whose key topic is understanding how friendship influences human behavior over time and space. In this era of transformative mobility, this can help better design policies and investment strategies for managing existing urban infrastructure and forecasting future urban infrastructure planning. In this dissertation, we explored two research directions on social-enabled urban data analytics. First, we developed new machine learning models for social discrete choice model, bridging the gap between discrete choice modeling research and computer science research. Second, we developed a methodology framework for synthetic population synthesis using both small data and big data. The first part of the dissertation focus on modeling social influence on human behavior from a graph modeling perspective, while conforming to the discrete choice modeling framework. The proposed models can be used to model how friends influence individual's travel mode choice and other transportation related choices, which is important to transportation demand forecasting. We propose two novel models with scalable training algorithms: local logistics graph regularization (LLGR) and latent class graph regularization (LCGR) models. We add social regularization to represent similarity between friends, and we introduce latent classes to account for possible preference discrepancies between different social groups. Training of the LLGR model is performed using alternating direction method of multipliers (ADMM), and training of the LCGR model is performed using a specialized Monte Carlo expectation maximization (MCEM) algorithm. Scalability to large graphs is achieved by parallelizing computation in both the expectation and the maximization steps. The LCGR model is the first latent class classification model that incorporates social relationships among individuals represented by a given graph. To evaluate our two models, we consider three classes of data: small synthetic data to illustrate the knobs of the method, small real data to illustrate one social science use case, and large real data to illustrate a typical large-scale use case in the internet and social media applications. We experiment on synthetic datasets to empirically explain when the proposed model is better than vanilla classification models that do not exploit graph structure. We illustrate how the graph structure and labels, assigned to each node of the graph, need to satisfy certain reasonable properties. We also experiment on real-world data, including both small scale and large scale real-world datasets, to demonstrate on which types of datasets our model can be expected to outperform state-of-the-art models. This dissertation also develops an algorithmic procedure to incorporate social information into population synthesizer, which is an essential step to incorporate social information into the transportation simulation framework. Agent-based modeling in transportation problems requires detailed information on each of the agents that represent the population in the region of a study. To extend the agent-based transportation modeling with social influence, a connected synthetic population with both synthetic features and its social networks need to be simulated. However, either the traditional manually-collected household survey data (ACS) or the recent large-scale passively-collected Call Detail Records (CDR) alone lacks features. This work proposes an algorithmic procedure that makes use of both traditional survey data as well as digital records of networking and human behaviors to generate connected synthetic populations. This proposed framework for connected population synthesis is applicable to cities or metropolitan regions where data availability allows for the estimation of the component models. The generated populations coupled with recent advances in graph (social networks) algorithms can be used for testing transportation simulation scenarios with different social factors.

Performance Measures and Targets for Transportation Asset Management

Performance Measures and Targets for Transportation Asset Management Book
Author : Anonim
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Performance Measures and Targets for Transportation Asset Management book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Transportation Distribution

Transportation   Distribution Book
Author : Anonim
Publisher : Unknown
Release : 2001-07
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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

Transportation Research Record

Transportation Research Record Book
Author : Anonim
Publisher : Unknown
Release : 1994
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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

Proceedings of the Seventeenth Hawaii International Conference on System Sciences 1984

Proceedings of the Seventeenth Hawaii International Conference on System Sciences 1984 Book
Author : James P. Fry,Bruce D. Shriver
Publisher : [North Hollywood, Calif.] : Hawaii International Conference on System Sciences
Release : 1984
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Proceedings of the Seventeenth Hawaii International Conference on System Sciences 1984 book written by James P. Fry,Bruce D. Shriver, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Environment and Planning

Environment and Planning Book
Author : Anonim
Publisher : Unknown
Release : 1998
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Environment and Planning book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Handbook of Industrial Engineering

Handbook of Industrial Engineering Book
Author : Gavriel Salvendy
Publisher : Wiley-Interscience
Release : 1992-01-02
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Covers the entire spectrum of modern industrial engineering from a practical standpoint. This edition adds 36 completely new chapters to provide a more cohesive structure to the discipline which it classifies under the following four areas: technology; human dimensions; planning, design, and control of operations; and quantitative methods for decision making.

Economic and Social Aspects of Transportation

Economic and Social Aspects of Transportation Book
Author : National Research Council (U.S.). Transportation Research Board,Mary McLaughlin
Publisher : Unknown
Release : 1980
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Economic and Social Aspects of Transportation book written by National Research Council (U.S.). Transportation Research Board,Mary McLaughlin, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Implementing Transportation Knowledge Networks

Implementing Transportation Knowledge Networks Book
Author : Anonim
Publisher : Unknown
Release : 2009
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Implementing Transportation Knowledge Networks book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.