An Overview Of Traffic Accident Prediction Models
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An Overview Of Traffic Accident Prediction Models
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Author : Mohammad Ali Sahraei
language : tr
Publisher: Nobel Akademik Yayıncılık
Release Date :
An Overview Of Traffic Accident Prediction Models written by Mohammad Ali Sahraei and has been published by Nobel Akademik Yayıncılık this book supported file pdf, txt, epub, kindle and other format this book has been release on with Education categories.
The major goal of this book is to review and determine the existing traffic accident prediction methods as well as aspects behind traffic crash that could be useful to decrease crash frequency and intensity (injury and death) in future, therefore saving numerous lives and wealth. The evaluation of the studies that was carried out in this research for a period of 21 years from 2000 which has led to several remarkable findings for traffic accident prediction models. There are numerous investigation in the literature to predict traffic crash (i.e. frequency, severity and risk factors) based on sixteen methods including regression, Artificial Neural Network (ANN), random forest, mathematics and probabilistic, spatial, Markov model, decision tree, time series, hybrid methods, classification, Stochastic Gradient Boosted Decision Trees, Genetic Algorithms (GA), fuzzy, data mining, gray system theory and Bayesian Network. Further comparisons determined that regression and ANN models were the most powerful methods for traffic accident prediction (i.e. accident frequency, severity and risk factors) followed by mathematics and probabilistic, hybrid, Bayesian network and spatial methods. In contrast, Markov, GA, Gray system, GBDT and data mining were determined as models with minimum usage.
The Proceedings Of 2024 International Conference On Artificial Intelligence And Autonomous Transportation
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Author : Limin Jia
language : en
Publisher: Springer Nature
Release Date : 2025-04-18
The Proceedings Of 2024 International Conference On Artificial Intelligence And Autonomous Transportation written by Limin Jia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-18 with Technology & Engineering categories.
This book reflects the latest research trends, methods and experimental results in the field of Artificial Intelligence and Autonomous Transportation, which covers abundant state-of-the-art research theories and ideas. As a vital research area that is highly relevant to current developments in a number of technological domains, the topics covered include Autonomous Transportation Systems, Autonomous Transportation Management and Control Technology, Autonomous Transportation Equipment Technology, Vehicular Networking and Information Security, Emerging Technologies and Future Mobility, Intelligent water transportation technology, Cross-Domain Transportation Technology, and so on. The goal of the proceedings is to provide a major interdisciplinary forum for researchers, engineers, academics, and industry professionals to present the most innovative research and development in the field of Artificial Intelligence and Autonomous Transportation. Engineers and researchers from academia, industry, and government will also explore an insight view of the solutions that combine ideas from multiple disciplines in this area. The volumes serve as an excellent reference work for researchers and graduate students working in the areas of rail transportation, electrical engineering, and information technology.
Proceedings Of The 2024 International Conference On Rail Transit And Transportation Icrtt 2024
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Author : Gongfa Chen
language : en
Publisher: Springer Nature
Release Date : 2024-12-14
Proceedings Of The 2024 International Conference On Rail Transit And Transportation Icrtt 2024 written by Gongfa Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-14 with Technology & Engineering categories.
This is an open access book. The 2024 International Conference on Rail Transit and Transportation (ICRTT 2024) will be held on October 11–13, 2024 in Jiaozuo, Henan, China. This conference is hosted by Henan Polytechnic University. It aims to provide a high-end platform for scholars, experts and industry players in rail transit, road and transportation engineering to exchange the latest research results, share experiences and discuss cutting-edge technologies. The conference will cover a number of hot topics such as rail transit system design and optimization, intelligent transportation system, traffic safety and management, road protection and ecological restoration, environment and sustainable transportation. Top scholars and industry leaders from all over the world will gather together to discuss the future development trend of rail transit and transportation through academic presentations, paper presentations and poster presentations. ICRTT 2024 is not only an academic event, but also an important opportunity to promote technological innovation and strengthen international cooperation. Whether you are a researcher, an engineer or a policy maker, you will be able to gain valuable knowledge and inspiration from this conference. We are looking forward to your active participation and support in this event to promote the progress and development of rail transit and transportation.
International Conference On Artificial Intelligence Science And Applications Caisa
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Author : Mohamed Abd Elaziz
language : en
Publisher: Springer Nature
Release Date : 2023-05-02
International Conference On Artificial Intelligence Science And Applications Caisa written by Mohamed Abd Elaziz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-02 with Technology & Engineering categories.
This book collects different artificial intelligence methodologies that applied to solve real-world problems. This book has exciting chapters that employ artificial intelligence and applied to different applications based on integration with meta-heuristic and other techniques. The area of applications is including medical diagnosis, text analysis, cloud computing, and others which will enrich the reader. In this sense, the book provides practical and theory content with novel artificial intelligence techniques. The chapters were compiled using a scientific perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of science, engineering, and computational mathematics and is applied in courses on artificial intelligence, optimization techniques, advanced machine learning, among others.
Applied Mathematics Modeling And Computer Simulation
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Author : C.-H. Chen
language : en
Publisher: IOS Press
Release Date : 2022-12-20
Applied Mathematics Modeling And Computer Simulation written by C.-H. Chen and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-20 with Computers categories.
Applied mathematics, together with modeling and computer simulation, is central to engineering and computer science and remains intrinsically important in all aspects of modern technology. This book presents the proceedings of AMMCS 2022, the 2nd International Conference on Applied Mathematics, Modeling and Computer Simulation, held in Wuhan, China, on 13 and 14 August 2022, with online presentations available for those not able to attend in person due to continuing pandemic restrictions. The conference served as an open forum for the sharing and spreading of the newest ideas and latest research findings among all those involved in any aspect of applied mathematics, modeling and computer simulation, and offered an ideal platform for bringing together researchers, practitioners, scholars, professors and engineers from all around the world to exchange the newest research results and stimulate scientific innovation. More than 150 participants were able to exchange knowledge and discuss the latest developments at the conference. The book contains 127 peer-reviewed papers, selected from more than 200 submissions and ranging from the theoretical and conceptual to the strongly pragmatic; all addressing industrial best practice. Topics covered included mathematical modeling and application, engineering applications and scientific computations, and simulation of intelligent systems. The book shares practical experiences and enlightening ideas and will be of interest to researchers and practitioners in applied mathematics, modeling and computer simulation everywhere.
Green Transportation And Low Carbon Mobility Safety
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Author : Wuhong Wang
language : en
Publisher: Springer Nature
Release Date : 2022-10-27
Green Transportation And Low Carbon Mobility Safety written by Wuhong Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-27 with Technology & Engineering categories.
These proceedings gather selected papers from the 12th International Conference on Green Intelligent Transportation Systems and Safety, held in Beijing, China on November 17-19, 2021. The book contains cutting-edge research on Green Intelligent Mobility Systems, with the goal of achieving "green, intelligent, and safe transportation systems" as the guiding slogan. The contributions offered here can aid in the advancement of green mobility and intelligent transportation technology by increasing interconnectivity, resource sharing, flexibility, and efficiency. Researchers and engineers in the areas of Transportation Technology and Traffic Engineering, Automotive and Mechanical Engineering, Industrial and System Engineering, and Electrical Engineering will all benefit from the book's scope.
Proceedings Of The 5th International Conference On Industrial Engineering Icie 2019
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Author : Andrey A. Radionov
language : en
Publisher: Springer Nature
Release Date : 2019-11-14
Proceedings Of The 5th International Conference On Industrial Engineering Icie 2019 written by Andrey A. Radionov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-14 with Technology & Engineering categories.
This book highlights recent findings in industrial, manufacturing and mechanical engineering, and provides an overview of the state of the art in these fields, mainly in Russia and Eastern Europe. A broad range of topics and issues in modern engineering are discussed, including the dynamics of machines and working processes, friction, wear and lubrication in machines, surface transport and technological machines, manufacturing engineering of industrial facilities, materials engineering, metallurgy, control systems and their industrial applications, industrial mechatronics, automation and robotics. The book gathers selected papers presented at the 5th International Conference on Industrial Engineering (ICIE), held in Sochi, Russia in March 2019. The authors are experts in various fields of engineering, and all papers have been carefully reviewed. Given its scope, the book will be of interest to a wide readership, including mechanical and production engineers, lecturers in engineering disciplines, and engineering graduates.
Smart Transportation And Green Mobility Safety
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Author : Wuhong Wang
language : en
Publisher: Springer Nature
Release Date : 2024-09-28
Smart Transportation And Green Mobility Safety written by Wuhong Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-28 with Technology & Engineering categories.
This book gathers selected papers from the 13th International Conference on Green Intelligent Transportation Systems and Safety, held in Qinghuadao, China, on September 16-18, 2022. It presents cutting-edge studies on Green Intelligent Mobility Systems, with the guiding motto being to achieve "green, intelligent, and safe transportation systems". The book presented here helps promote the development of green mobility and intelligent transportation technologies to improve interconnectivity, resource sharing, flexibility, and efficiency. Given its scope, the book benefits researchers and engineers in the fields of Transportation Technology and Traffic Engineering, Automotive and Mechanical Engineering, Industrial and System Engineering, and Electrical Engineering alike. Readers will be able to learn about the advances in green intelligent transportation systems and safety.
Proceedings Of The 2nd Cognitive Mobility Conference
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Author : Péter Baranyi
language : en
Publisher: Springer Nature
Release Date : 2025-05-29
Proceedings Of The 2nd Cognitive Mobility Conference written by Péter Baranyi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-29 with Computers categories.
This book features selected papers presented at the 2nd International Conference on Cognitive Mobility which took place on October 19-20, 2023, in Budapest, Bosch Innovation Campus. This conference brought together innovative research that explores the intersection of mobility, transportation, and social sciences, offering valuable insights for professionals in these fields. The proceedings encompass a diverse range of topics, including: Deep learning models for classification in mobility contexts. Vehicle engineering advancements. Social impacts of transportation systems. Designed for researchers, practitioners, and policymakers, this book serves as a vital resource for understanding and advancing cognitive mobility. They provide practical applications and theoretical frameworks that can enhance decision-making and innovation in transportation solutions.
Recent Topics In Highway Engineering Up To Date Overview Of Practical Knowledge
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Author :
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-09-25
Recent Topics In Highway Engineering Up To Date Overview Of Practical Knowledge written by and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-25 with Technology & Engineering categories.
The book provides a comprehensive overview of the up-to-date, practical knowledge in highway engineering. It highlights the latest industry standards and policies, such as the best-value award algorithms in the selection of design-builders, the urban logistics guidelines for the efficiency of goods distribution, and the adoption of a uniform increased service load based on vehicle characteristics. The book explores also recent design and construction methods, such as building information modeling, the use of 3D printing, the performance evaluation of road pavements, and the risk matrices as environmental management tools. The latest techniques for traffic evaluation and road safety are also presented, such as the evaluation of loopholes, the optimization of fast lanes and lane-keeping systems, and the use of machine learning algorithms. This book helps readers maximize the effectiveness of different aspects of highway engineering. This professional book as a credible source and a valuable reference can be very applicable and useful for all professors, researchers, engineers, practicing professionals, trainee practitioners, students, and others interested in highway projects.