The Prediction And Mitigation Of Road Traffic Congestion Based On Machine Learning

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Machine Learning for Networking

Author : Selma Boumerdassi
Publisher : Springer Nature
ISBN 13 : 3030457788
Total Pages : 498 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Machine Learning for Networking by : Selma Boumerdassi

Download or read book Machine Learning for Networking written by Selma Boumerdassi and published by Springer Nature. This book was released on 2020-04-19 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the Second International Conference on Machine Learning for Networking, MLN 2019, held in Paris, France, in December 2019. The 26 revised full papers included in the volume were carefully reviewed and selected from 75 submissions. They present and discuss new trends in deep and reinforcement learning, patternrecognition and classi cation for networks, machine learning for network slicingoptimization, 5G system, user behavior prediction, multimedia, IoT, securityand protection, optimization and new innovative machine learning methods, performanceanalysis of machine learning algorithms, experimental evaluations ofmachine learning, data mining in heterogeneous networks, distributed and decentralizedmachine learning algorithms, intelligent cloud-support communications,ressource allocation, energy-aware communications, software de ned networks,cooperative networks, positioning and navigation systems, wireless communications,wireless sensor networks, underwater sensor networks.

Internet of Energy for Smart Cities

Author : Anish Jindal
Publisher : CRC Press
ISBN 13 : 1000410986
Total Pages : 323 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Internet of Energy for Smart Cities by : Anish Jindal

Download or read book Internet of Energy for Smart Cities written by Anish Jindal and published by CRC Press. This book was released on 2021-07-19 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning approaches has the capability to learn and adapt to the constantly evolving demands of large Internet-of-energy (IoE) network. The focus of this book is on using the machine learning approaches to present various solutions for IoE network in smart cities to solve various research gaps such as demand response management, resource management and effective utilization of the underlying ICT network. It provides in-depth knowledge to build the technical understanding for the reader to pursue various research problems in this field. Moreover, the example problems in smart cities and their solutions using machine learning are provided as relatable to the real-life scenarios. Aimed at Graduate Students, Researchers in Computer Science, Electrical Engineering, Telecommunication Engineering, Internet of Things, Machine Learning, Green computing, Smart Grid, this book: Covers all aspects of Internet of Energy (IoE) and smart cities including research problems and solutions. Points to the solutions provided by machine learning to optimize the grids within a smart city set-up. Discusses relevant IoE design principles and architecture. Helps to automate various services in smart cities for energy management. Includes case studies to show the effectiveness of the discussed schemes.

Road Traffic Congestion: A Concise Guide

Author : John C. Falcocchio
Publisher : Springer
ISBN 13 : 3319151657
Total Pages : 403 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Road Traffic Congestion: A Concise Guide by : John C. Falcocchio

Download or read book Road Traffic Congestion: A Concise Guide written by John C. Falcocchio and published by Springer. This book was released on 2015-03-13 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book on road traffic congestion in cities and suburbs describes congestion problems and shows how they can be relieved. The first part (Chapters 1 - 3) shows how congestion reflects transportation technologies and settlement patterns. The second part (Chapters 4 - 13) describes the causes, characteristics, and consequences of congestion. The third part (Chapters 14 - 23) presents various relief strategies - including supply adaptation and demand mitigation - for nonrecurring and recurring congestion. The last part (Chapter 24) gives general guidelines for congestion relief and provides a general outlook for the future. The book will be useful for a wide audience - including students, practitioners and researchers in a variety of professional endeavors: traffic engineers, transportation planners, public transport specialists, city planners, public administrators, and private enterprises that depend on transportation for their activities.

Proceedings of International Conference on Cognition and Recognition

Author : D. S. Guru
Publisher : Springer
ISBN 13 : 9811051461
Total Pages : 423 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of International Conference on Cognition and Recognition by : D. S. Guru

Download or read book Proceedings of International Conference on Cognition and Recognition written by D. S. Guru and published by Springer. This book was released on 2017-10-04 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers a comprehensive overview of the theory, methods, applications and tools of cognition and recognition. The book is a collection of best selected papers presented in the International Conference on Cognition and Recognition 2016 (ICCR 2016) and helpful for scientists and researchers in the field of image processing, pattern recognition and computer vision for advance studies. Nowadays, researchers are working in interdisciplinary areas and the proceedings of ICCR 2016 plays a major role to accumulate those significant works at one place. The chapters included in the proceedings inculcates both theoretical as well as practical aspects of different areas like nature inspired algorithms, fuzzy systems, data mining, signal processing, image processing, text processing, wireless sensor networks, network security and cellular automata.

Advanced Artificial Intelligence

Author : Zhongzhi Shi
Publisher : World Scientific
ISBN 13 : 9814466123
Total Pages : 631 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Advanced Artificial Intelligence by : Zhongzhi Shi

Download or read book Advanced Artificial Intelligence written by Zhongzhi Shi and published by World Scientific. This book was released on 2011-03-04 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is a branch of computer science and a discipline in the study of machine intelligence, that is, developing intelligent machines or intelligent systems imitating, extending and augmenting human intelligence through artificial means and techniques to realize intelligent behavior.Advanced Artificial Intelligence consists of 16 chapters. The content of the book is novel, reflects the research updates in this field, and especially summarizes the author's scientific efforts over many years. The book discusses the methods and key technology from theory, algorithm, system and applications related to artificial intelligence. This book can be regarded as a textbook for senior students or graduate students in the information field and related tertiary specialities. It is also suitable as a reference book for relevant scientific and technical personnel.

Road Vehicle Automation 3

Author : Gereon Meyer
Publisher : Springer
ISBN 13 : 3319405039
Total Pages : 292 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Road Vehicle Automation 3 by : Gereon Meyer

Download or read book Road Vehicle Automation 3 written by Gereon Meyer and published by Springer. This book was released on 2016-07-01 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book comprises papers about the impacts, benefits and challenges of connected and automated cars. It is the third volume of the LNMOB series dealing with Road Vehicle Automation. The book comprises contributions from researchers, industry practitioners and policy makers, covering perspectives from the U.S., Europe and Japan. It is based on the Automated Vehicles Symposium 2015 which was jointly organized by the Association of Unmanned Vehicle Systems International (AUVSI) and the Transportation Research Board (TRB) in Ann Arbor, Michigan, in July 2015. The topical spectrum includes, but is not limited to, public sector activities, human factors, ethical and business aspects, energy and technological perspectives, vehicle systems and transportation infrastructure. This book is an indispensable source of information for academic researchers, industrial engineers and policy makers interested in the topic of road vehicle automation.

AI-Based Transportation Planning and Operation

Author : Keemin Sohn
Publisher : MDPI
ISBN 13 : 3036503641
Total Pages : 124 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis AI-Based Transportation Planning and Operation by : Keemin Sohn

Download or read book AI-Based Transportation Planning and Operation written by Keemin Sohn and published by MDPI. This book was released on 2021-03-29 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this Special Issue is to create an an academic platform whereby high-quality research papers are published on the applications of innovative AI algorithms to transportation planning and operation. The authors present their original research articles related to the applications of AI or machine-learning techniques to transportation planning and operation. The topics of the articles encompass traffic surveillance, traffic safety, vehicle emission reduction, congestion management, traffic speed forecasting, and ride sharing strategy.

Artificial Intelligence and Machine Learning for Smart Community

Author : T V Ramana
Publisher : CRC Press
ISBN 13 : 1003835724
Total Pages : 148 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Artificial Intelligence and Machine Learning for Smart Community by : T V Ramana

Download or read book Artificial Intelligence and Machine Learning for Smart Community written by T V Ramana and published by CRC Press. This book was released on 2024-01-26 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent systems are technologically advanced machines that perceive and respond to the world around them. Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications presents the evolution, challenges, and limitations of the application of machine learning and artificial intelligence to intelligent systems and smart communities. Covers the core and fundamental aspects of artificial intelligence, machine learning, and computational algorithms in smart intelligent systems Discusses the integration of artificial intelligence with machine learning using mathematical modeling Elaborates concepts like supervised and unsupervised learning, and machine learning algorithms, such as linear regression, logistic regression, random forest, and performance evaluation matrices Introduces modern algorithms such as convolutional neural networks and support vector machines Presents case studies on smart healthcare, smart traffic management, smart buildings, autonomous vehicles, smart education, modern community, and smart machines Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications is primarily written for graduate students and academic researchers working in the fields of computer science and engineering, electrical engineering, and information technology. Seasonal Blurb: This reference text presents the most recent and advanced research on the application of artificial intelligence and machine learning on intelligent systems. It will discuss important topics such as business intelligence, reinforcement learning, supervised learning, and unsupervised learning in a comprehensive manner.

Industrial Engineering and Applications

Author : L.-C. Tang
Publisher : IOS Press
ISBN 13 : 1643684094
Total Pages : 880 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Industrial Engineering and Applications by : L.-C. Tang

Download or read book Industrial Engineering and Applications written by L.-C. Tang and published by IOS Press. This book was released on 2023-08-09 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of industrial engineering (IE) has a very wide scope, from production processes and automation to supply chain management, but the scope of IE techniques has expanded beyond the traditional domains of application, and is now relevant to areas that matter most to society at large. This book presents the proceedings of ICIEA 2023, the 10th International Conference on Industrial Engineering and Applications, held in Phuket, Thailand, from 4 to 6 April 2023. The conference was conducted in hybrid mode, with close to 100 delegates attending in person and about 50 participants attending online. A total of 272 submissions were received for the conference, of which 120 were accepted for presentation with 83 of those published here as full papers. These papers cover a wide range of topics within the scope of industrial and systems engineering, including but not limited to: supply chain and logistics; quality and reliability; advanced manufacturing; and production scheduling to ergonomics and man-machine systems interfaces. In particular, a significant number of papers are devoted to machine learning techniques and applications beyond the traditional manufacturing sector, to include healthcare, sustainability assessment, and other social issues. Offering an overview of recent research and novel applications, the book will be of interest to all those whose work involves the application of industrial engineering techniques.

WSN and IoT

Author : Shalli Rani
Publisher : CRC Press
ISBN 13 : 1040013023
Total Pages : 440 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis WSN and IoT by : Shalli Rani

Download or read book WSN and IoT written by Shalli Rani and published by CRC Press. This book was released on 2024-04-26 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, all of us are connected through a large number of sensor nodes, smart devices, and wireless terminals. For these Internet of Things (IoT) devices to operate seamlessly, the Wireless Sensor Network (WSN) needs to be robust to support huge volumes of data for information exchange, resource optimization, and energy efficiency. This book provides in-depth information about the emerging paradigms of IoT and WSN in new communication scenarios for energy-efficient and reliable information exchange between a large number of sensor nodes and applications. WSN and IoT: An Integrated Approach for Smart Applications discusses how the integration of IoT and WSN enables an efficient communication flow between sensor nodes and wireless terminals and covers the role of machine learning (ML), artificial intelligence (AI), deep learning (DL), and blockchain technologies which give way to intelligent networks. This book presents how technological advancement is beneficial for real-time applications involving a massive number of devices and discusses how the network carries huge amounts of data allowing information to be communicated over the Internet. Intelligent transportation involving connected vehicles and roadside units is highlighted to show how a reality created through the intelligent integration of IoT and WSN is possible. Convergence is discussed and its use in smart healthcare, where only through the intelligent connection of devices can patients be treated or monitored remotely for telemedicine or telesurgery applications. This book also looks at how sustainable development is achieved by the resource control mechanism enabling energy-efficient communication. A wide range of communication paradigms related to smart cities, which includes smart healthcare, smart transportation, smart homes, and intelligent data processing, are covered in the book. It is aimed at academicians, researchers, advanced-level students, and engineers who are interested in the advancements of IoT and WSN for various applications in smart cities.

Proceedings of the 2022 International Conference on Green Building, Civil Engineering and Smart City

Author : Wei Guo
Publisher : Springer Nature
ISBN 13 : 9811952175
Total Pages : 1285 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the 2022 International Conference on Green Building, Civil Engineering and Smart City by : Wei Guo

Download or read book Proceedings of the 2022 International Conference on Green Building, Civil Engineering and Smart City written by Wei Guo and published by Springer Nature. This book was released on 2022-09-07 with total page 1285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book of the conference proceedings focuses on innovative design, technology and methods in the fields of building, civil engineering and smart city. It contains a large number of detailed design, construction and performance analysis charts, benefited to students, teachers, research scholars and other professionals in related fields. As well, readers will encounter new ideas for realizing more safe, intelligent and economical buildings.

Proceedings of Fifth International Conference on Computing, Communications, and Cyber-Security

Author : Sudeep Tanwar
Publisher : Springer Nature
ISBN 13 : 981972550X
Total Pages : 965 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of Fifth International Conference on Computing, Communications, and Cyber-Security by : Sudeep Tanwar

Download or read book Proceedings of Fifth International Conference on Computing, Communications, and Cyber-Security written by Sudeep Tanwar and published by Springer Nature. This book was released on with total page 965 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Towards Connected and Autonomous Vehicle Highways

Author : Umar Zakir Abdul Hamid
Publisher : Springer Nature
ISBN 13 : 3030660427
Total Pages : 345 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Towards Connected and Autonomous Vehicle Highways by : Umar Zakir Abdul Hamid

Download or read book Towards Connected and Autonomous Vehicle Highways written by Umar Zakir Abdul Hamid and published by Springer Nature. This book was released on 2021-06-17 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines comprehensive multi-angle discussions on fully connected and automated vehicle highway implementation. It covers the current progress of the works towards autonomous vehicle highway development, which encompasses the discussion on the technical, social, and policy as well as security aspects of Connected and Autonomous Vehicles (CAV) topics. This, in return, will be beneficial to a vast amount of readers who are interested in the topics of CAV, Automated Highway and Smart City, among many others. Topics include, but are not limited to, Autonomous Vehicle in the Smart City, Automated Highway, Smart-Cities Transportation, Mobility as a Service, Intelligent Transportation Systems, Data Management of Connected and Autonomous Vehicle, Autonomous Trucks, and Autonomous Freight Transportation. Brings together contributions discussing the latest research in full automated highway implementation; Discusses topics such as autonomous vehicles, intelligent transportation systems, and smart highways; Features contributions from researchers, academics, and professionals from a broad perspective.

Intelligent Technologies for Internet of Vehicles

Author : Naercio Magaia
Publisher : Springer Nature
ISBN 13 : 3030764931
Total Pages : 511 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Intelligent Technologies for Internet of Vehicles by : Naercio Magaia

Download or read book Intelligent Technologies for Internet of Vehicles written by Naercio Magaia and published by Springer Nature. This book was released on 2021-06-09 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers recent research works in emerging Artificial Intelligence (AI) methods for the convergence of communication, caching, control, and computing resources in cloud-based Internet of Vehicles (IoV) infrastructures. In this context, the book's major subjects cover the analysis and the development of AI-powered mechanisms in future IoV applications and architectures. It addresses the major new technological developments in the field and reflects current research trends and industry needs. It comprises a good balance between theoretical and practical issues, covering case studies, experience and evaluation reports, and best practices in utilizing AI applications in IoV networks. It also provides technical/scientific information about various aspects of AI technologies, ranging from basic concepts to research-grade material, including future directions. This book is intended for researchers, practitioners, engineers, and scientists involved in designing and developing protocols and AI applications and services for IoV-related devices.

Emerging Technologies for Smart Cities

Author : Prabin K. Bora
Publisher : Springer Nature
ISBN 13 : 9811615500
Total Pages : 209 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Emerging Technologies for Smart Cities by : Prabin K. Bora

Download or read book Emerging Technologies for Smart Cities written by Prabin K. Bora and published by Springer Nature. This book was released on 2021-06-11 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises the select proceedings of the International Conference on Emerging Global Trends in Engineering and Technology (EGTET 2020), held in Guwahati, India. The chapters in this book focus on the latest cleaner, greener, and efficient technologies being developed for the implementation of smart cities across the world. The broader topical sections include Smart Buildings, Infrastructures and Disaster Management; Smart Governance; Technologies for Smart Cities, and Wireless Connectivity for Smart Cities. This book will cater to students, researchers, industry professionals, and policy making bodies interested and involved in the planning and implementation of smart city projects.

Intelligent Computing

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3031377176
Total Pages : 1492 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Intelligent Computing by : Kohei Arai

Download or read book Intelligent Computing written by Kohei Arai and published by Springer Nature. This book was released on 2023-10-02 with total page 1492 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of insightful and unique state-of the-art papers presented at the Computing Conference which took place in London on June 22–23, 2023. A total of 539 papers were received out of which 193 were selected for presenting after double-blind peer-review. The book covers a wide range of scientific topics including IoT, Artificial Intelligence, Computing, Data Science, Networking, Data security and Privacy, etc. The conference was successful in reaping the advantages of both online and offline modes. The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. We hope that readers find this book interesting and valuable. We also expect that the conference and its publications will be a trigger for further related research and technology improvements in this important subject.

Advances in Distributed Computing and Machine Learning

Author : Rashmi Ranjan Rout
Publisher : Springer Nature
ISBN 13 : 9811910189
Total Pages : 712 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Advances in Distributed Computing and Machine Learning by : Rashmi Ranjan Rout

Download or read book Advances in Distributed Computing and Machine Learning written by Rashmi Ranjan Rout and published by Springer Nature. This book was released on 2022-07-27 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes a collection of peer-reviewed best selected research papers presented at the Third International Conference on Advances in Distributed Computing and Machine Learning (ICADCML 2022), organized by Department of Computer Science and Engineering, National Institute of Technology, Warangal, Telangana, India, during 15–16 January 2022. This book presents recent innovations in the field of scalable distributed systems in addition to cutting edge research in the field of Internet of Things (IoT) and blockchain in distributed environments.