Data Analytics For Engineering And Construction Project Risk Management

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Data Analytics for Engineering and Construction Project Risk Management

Author : Ivan Damnjanovic
Publisher : Springer
ISBN 13 : 3030142515
Total Pages : 382 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Data Analytics for Engineering and Construction Project Risk Management by : Ivan Damnjanovic

Download or read book Data Analytics for Engineering and Construction Project Risk Management written by Ivan Damnjanovic and published by Springer. This book was released on 2019-05-23 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a step-by-step guidance on how to implement analytical methods in project risk management. The text focuses on engineering design and construction projects and as such is suitable for graduate students in engineering, construction, or project management, as well as practitioners aiming to develop, improve, and/or simplify corporate project management processes. The book places emphasis on building data-driven models for additive-incremental risks, where data can be collected on project sites, assembled from queries of corporate databases, and/or generated using procedures for eliciting experts’ judgments. While the presented models are mathematically inspired, they are nothing beyond what an engineering graduate is expected to know: some algebra, a little calculus, a little statistics, and, especially, undergraduate-level understanding of the probability theory. The book is organized in three parts and fourteen chapters. In Part I the authors provide the general introduction to risk and uncertainty analysis applied to engineering construction projects. The basic formulations and the methods for risk assessment used during project planning phase are discussed in Part II, while in Part III the authors present the methods for monitoring and (re)assessment of risks during project execution.

Foundations of Data Science for Engineering Problem Solving

Author : Parikshit Narendra Mahalle
Publisher : Springer Nature
ISBN 13 : 9811651604
Total Pages : 125 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Foundations of Data Science for Engineering Problem Solving by : Parikshit Narendra Mahalle

Download or read book Foundations of Data Science for Engineering Problem Solving written by Parikshit Narendra Mahalle and published by Springer Nature. This book was released on 2021-08-21 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is one-stop shop which offers essential information one must know and can implement in real-time business expansions to solve engineering problems in various disciplines. It will also help us to make future predictions and decisions using AI algorithms for engineering problems. Machine learning and optimizing techniques provide strong insights into novice users. In the era of big data, there is a need to deal with data science problems in multidisciplinary perspective. In the real world, data comes from various use cases, and there is a need of source specific data science models. Information is drawn from various platforms, channels, and sectors including web-based media, online business locales, medical services studies, and Internet. To understand the trends in the market, data science can take us through various scenarios. It takes help of artificial intelligence and machine learning techniques to design and optimize the algorithms. Big data modelling and visualization techniques of collected data play a vital role in the field of data science. This book targets the researchers from areas of artificial intelligence, machine learning, data science and big data analytics to look for new techniques in business analytics and applications of artificial intelligence in recent businesses.

Risk Management and Construction

Author : Roger Flanagan
Publisher : Wiley-Blackwell
ISBN 13 : 9780632028160
Total Pages : 228 pages
Book Rating : 4.0/5 (281 download)

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Book Synopsis Risk Management and Construction by : Roger Flanagan

Download or read book Risk Management and Construction written by Roger Flanagan and published by Wiley-Blackwell. This book was released on 1993-08-20 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: The construction industry is subject to more risk and uncertainty than perhaps any other industry. Yet, surprisingly, managerial techniques used to identify, analyse and respond to risk were not applied in the industry until the 80's. Existing texts deal with the theoretical concepts of risk and the techniques that identify and manage it. This book provides a set of tools that enable these management techniques to be put into practice in the construction industry.

Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
ISBN 13 : 1643682253
Total Pages : 738 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III by : A.J. Tallón-Ballesteros

Download or read book Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III written by A.J. Tallón-Ballesteros and published by IOS Press. This book was released on 2021-12-03 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is data that guides the path of applications, and Big Data technologies are enabling new paths which can deal with information in a reasonable time to arrive at an approximate solution, rather than a more exact result in an unacceptably long time. This can be particularly important when dealing with an urgent issue such as that of the COVID-19 pandemic. This book presents the proceedings of two conferences: MMBD 2021 and MLIS 2021. The MMBD conference deals with two main subjects; those of Big Data and Modern Management. The MLIS conference aims to provide a platform for knowledge exchange of the most recent scientific and technological advances in the field of machine learning and intelligent systems. Both conferences were originally scheduled to be held from 8-11 November 2021, in Quanzhou, China and Xiamen, China respectively. Both conferences were ultimately held fully online on the same dates, hosted by Huaqiao University in Quanzhou and Xiamen respectively. The book is in two parts, and contains a total of 78 papers (54 from MMBD2021 and 24 from MLIS2021) selected after rigorous review from a total of some 300 submissions. The reviewers bore in mind the breadth and depth of the research topics that fall within the scope of MMBD and MLIS, and selected the 78 most promising and FAIA mainstream-relevant contributions for inclusion in this two-part volume. All the papers present original ideas or results of general significance supported by clear reasoning, compelling evidence and rigorous methods.

Recent Trends in Construction Technology and Management

Author : M. S. Ranadive
Publisher : Springer Nature
ISBN 13 : 9811921458
Total Pages : 1290 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Recent Trends in Construction Technology and Management by : M. S. Ranadive

Download or read book Recent Trends in Construction Technology and Management written by M. S. Ranadive and published by Springer Nature. This book was released on 2022-09-27 with total page 1290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the select proceedings of the International Conference on Advances in Construction Technology and Management (ACTM 2021) and explores recent and innovative developments in all aspects of civil engineering. Advanced construction technologies such as 3D printing, intelligently built environment, use of artificial intelligence, smart structures, green buildings, advanced and engineered materials for producing green concrete, and many more such topics are covered in this book. The advanced management tools such as building information modeling, augmented reality, advanced task management software, and one of the most recent technological advancements are drones, which are changing the face of surveying and security are also explored. This book will be useful for researchers, academicians, and practitioners working in the area of civil engineering and allied fields.

Ensuring Sustainability

Author : Carmen Avilés-Palacios
Publisher : Springer Nature
ISBN 13 : 3030959678
Total Pages : 337 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Ensuring Sustainability by : Carmen Avilés-Palacios

Download or read book Ensuring Sustainability written by Carmen Avilés-Palacios and published by Springer Nature. This book was released on 2022-05-30 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a selection of the best papers given at the XXIV International Conference on Industrial Engineering and Industrial Management. The conference is promoted by ADINGOR (Asociación para el Desarrollo de la Ingeniería de Organización) and organized by the Universidad Politécnica de Madrid and the Universidad Carlos III de Madrid. It took place at the Universidad Carlos III de Madrid (Leganés, Spain) in July 2020. Ensuring Sustainability embodies the latest advances in research and cutting-edge analyses of real case studies in industrial engineering and operations management from diverse international contexts. It also identifies business applications for the latest findings and innovations in operations management and the decision sciences.

Risk Assessment and Management of Water Conservancy Projects

Author : Wei Ge
Publisher : Frontiers Media SA
ISBN 13 : 2832541607
Total Pages : 189 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Risk Assessment and Management of Water Conservancy Projects by : Wei Ge

Download or read book Risk Assessment and Management of Water Conservancy Projects written by Wei Ge and published by Frontiers Media SA. This book was released on 2023-12-27 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The 10th International Conference on Engineering, Project, and Production Management

Author : Kriengsak Panuwatwanich
Publisher : Springer Nature
ISBN 13 : 9811519102
Total Pages : 663 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis The 10th International Conference on Engineering, Project, and Production Management by : Kriengsak Panuwatwanich

Download or read book The 10th International Conference on Engineering, Project, and Production Management written by Kriengsak Panuwatwanich and published by Springer Nature. This book was released on 2020-03-03 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the EPPM 2019 conference, and highlights innovative work by researchers and practitioners active in various industries around the globe. Recent advances in science and technology have made it possible to seamlessly connect and integrate various elements of engineering systems, and opened the door for innovations that have transformed how we live and work. While these developments have yielded enhanced efficiency and numerous improvements in our current practices, the problems caused by the increased complexity of these integrated systems can be extremely difficult. Accordingly, solving these problems involves applying cross-disciplinary expertise to address the heterogeneity of the various elements inherent in the system. These proceedings address four main themes: (I) Smart and Sustainable Construction, (II) Advances in Project Management Practices, (III) Toward Safety and Productivity Improvement, and (IV) Smart Manufacturing, Design, and Logistics. As such, they will be of interest to and valuable to researchers and practitioners in a range of industries seeking an update on the translational fields of engineering, project, and production management.

Total Quality Management (TQM)

Author : Sunil Luthra
Publisher : CRC Press
ISBN 13 : 1000194477
Total Pages : 223 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Total Quality Management (TQM) by : Sunil Luthra

Download or read book Total Quality Management (TQM) written by Sunil Luthra and published by CRC Press. This book was released on 2020-10-04 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organisations are now focused on total customer satisfaction. However there is a lack of understanding the requirements and the customer needs. Total Quality Management (TQM) integrates all phases and ensures a defect free quality product. This textbook provides the understanding of all aspects of TQM and the implementation. This textbook covers all aspects of TQM, discusses quality systems in detail, highlights the importance of the needs of the customer, and presents the concept of Total Productive Maintenance (TPM). Written as a textbook for students of engineering and management, but also explains all quality systems which will be helpful to all organisations in choosing the correct quality system and helpful to managers in decision making while analyzing any process. A solutions manual and power point presentations slides are available for qualified adoptions.

Artificial Intelligence in Construction Engineering and Management

Author : Limao Zhang
Publisher : Springer Nature
ISBN 13 : 9811628424
Total Pages : 271 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Artificial Intelligence in Construction Engineering and Management by : Limao Zhang

Download or read book Artificial Intelligence in Construction Engineering and Management written by Limao Zhang and published by Springer Nature. This book was released on 2021-06-18 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest technologies and applications of Artificial Intelligence (AI) in the domain of construction engineering and management. The construction industry worldwide has been a late bloomer to adopting digital technology, where construction projects are predominantly managed with a heavy reliance on the knowledge and experience of construction professionals. AI works by combining large amounts of data with fast, iterative processing, and intelligent algorithms (e.g., neural networks, process mining, and deep learning), allowing the computer to learn automatically from patterns or features in the data. It provides a wide range of solutions to address many challenging construction problems, such as knowledge discovery, risk estimates, root cause analysis, damage assessment and prediction, and defect detection. A tremendous transformation has taken place in the past years with the emerging applications of AI. This enables industrial participants to operate projects more efficiently and safely, not only increasing the automation and productivity in construction but also enhancing the competitiveness globally.

A Notion of Enterprise Risk Management

Author : Soumi Majumder
Publisher : Emerald Group Publishing
ISBN 13 : 1837977372
Total Pages : 134 pages
Book Rating : 4.8/5 (379 download)

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Book Synopsis A Notion of Enterprise Risk Management by : Soumi Majumder

Download or read book A Notion of Enterprise Risk Management written by Soumi Majumder and published by Emerald Group Publishing. This book was released on 2024-07-17 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soumi Majumder and Nilanjan Dey address the unique challenges posed by Industry 4.0, exploring the intersection of risks and cultural shifts within the business landscape. Key topics include the transformative potential of machine learning; big data; and IoT in the domain of enterprise risk management.

Application of Intelligent Systems in Multi-modal Information Analytics

Author : Vijayan Sugumaran
Publisher : Springer Nature
ISBN 13 : 3030748111
Total Pages : 955 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Application of Intelligent Systems in Multi-modal Information Analytics by : Vijayan Sugumaran

Download or read book Application of Intelligent Systems in Multi-modal Information Analytics written by Vijayan Sugumaran and published by Springer Nature. This book was released on 2021-04-20 with total page 955 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. Specifically, it addresses a number of broad themes, including multi-modal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 2021 International Conference on Multi-modal Information Analytics, held in Huhehaote, China, on April 23–24, 2021.

ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022

Author : Eilif Hjelseth
Publisher : CRC Press
ISBN 13 : 1000925609
Total Pages : 1412 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022 by : Eilif Hjelseth

Download or read book ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022 written by Eilif Hjelseth and published by CRC Press. This book was released on 2023-03-29 with total page 1412 pages. Available in PDF, EPUB and Kindle. Book excerpt: ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction contains the papers presented at the 14th European Conference on Product & Process Modelling (ECPPM 2022, Trondheim, Norway, 14-16 September 2022), and builds on a long-standing history of excellence in product and process modelling in the construction industry, which is currently known as Building Information Modelling (BIM). The following topics and applications are given special attention: Sustainable and Circular Driven Digitalisation: Data Driven Design and/or Decision Support Assessment and Documentation of Sustainability Information lifecycle Data Management: Collection, Processing and Presentation of Environmental Product Documentation (EPD) and Product Data Templates (PDT) Digital Enabled Collaboration: Integrated and Multi-Disciplinary Processes Virtual Design and Construction (VDC): Production Metrics, Integrated Concurrent Engineering, Lean Construction and Information Integration Automation of Processes: Automation of Design and Engineering Processes, Parametric Modelling and Robotic Process Automation Expert Systems: BIM based model and compliance checking Enabling Technologies: Machine Learning, Big Data, Artificial and Augmented Intelligence, Digital Twins, Semantic Technology Sensors and IoT Production with Autonomous Machinery, Robotics and Combinations of Existing and New Technical Solutions Frameworks for Implementation: International Information Management Series (ISO 19650), and Other International Standards (ISO), European (CEN) and National Standards, Digital Platforms and Ecosystems Human Factors in Digital Application: Digital Innovation, Economy of Digitalisation, Client, Organisational, Team and/or Individual Perspectives Over the past 25 years, the biennial ECPPM conference proceedings series has provided researchers and practitioners with a unique platform to present and discuss the latest developments regarding emerging BIM technologies and complementary issues for their adoption in the AEC/FM industry.

2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

Author : Mohammed Atiquzzaman
Publisher : Springer Nature
ISBN 13 : 9811674663
Total Pages : 1314 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2021-12-09 with total page 1314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. 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.

Data Science for Civil Engineering

Author : Rakesh K. Jain
Publisher : CRC Press
ISBN 13 : 1000873463
Total Pages : 251 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Data Science for Civil Engineering by : Rakesh K. Jain

Download or read book Data Science for Civil Engineering written by Rakesh K. Jain and published by CRC Press. This book was released on 2023-05-10 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of data science and essential mathematics while the second section covers pertinent applications in structural and environmental engineering, construction management, and transportation. Features: Details information on essential mathematics required to implement civil engineering applications using data science techniques. Discusses broad background of data science and its fundamentals. Focusses on structural engineering, transportation systems, water resource management, geomatics, and environmental engineering. Includes python programming libraries to solve complex problems. Addresses various real-world applications of data science based civil engineering use cases. This book aims at senior undergraduate students in Civil Engineering and Applied Data Science.

Data Management, Analytics and Innovation

Author : Neha Sharma
Publisher : Springer Nature
ISBN 13 : 9819914140
Total Pages : 1068 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Data Management, Analytics and Innovation by : Neha Sharma

Download or read book Data Management, Analytics and Innovation written by Neha Sharma and published by Springer Nature. This book was released on 2023-05-28 with total page 1068 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. The volume is a collection of peer reviewed research papers presented at Seventh International Conference on Data Management, Analytics and Innovation (ICDMAI 2023), held during 20 – 22 January, 2023 in Pune, India. It addresses state-of-the-art topics and discusses challenges and solutions for future development. Gathering original, unpublished contributions by scientists from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.

Using Strategy Analytics for Business Value Creation and Competitive Advantage

Author : Kautish, Sandeep Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 556 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Using Strategy Analytics for Business Value Creation and Competitive Advantage by : Kautish, Sandeep Kumar

Download or read book Using Strategy Analytics for Business Value Creation and Competitive Advantage written by Kautish, Sandeep Kumar and published by IGI Global. This book was released on 2024-07-26 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the field of strategic management and business intelligence, a formidable challenge is presentconventional decision-making processes, heavily reliant on internal and external reports, struggle to meet the demands of this data-driven era. As organizations grapple with the increasing influx of data, the imperative for a strategic shift becomes undeniably apparent. Using Strategy Analytics for Business Value Creation and Competitive Advantage helps to guide leaders in extracting value, structuring complex problems, and crafting robust business strategies. Scholars and industry experts alike will find within the pages of this comprehensive guide a roadmap to navigate the intersection of organizational strategy and analytics, ultimately unlocking the key to business brilliance. Using Strategy Analytics for Business Value Creation and Competitive Advantage stands as a testament to the commitment to addressing the prevailing challenges in strategic decision-making. Tailored for researchers, academicians, industry experts, and scholars, the book delves into the intricacies of strategy analytics, offering transformative insights for those seeking a competitive edge in the evolving business landscape. Capturing the essence of this exploration, the transformative potential of strategy analytics is encapsulated in this valuable resource.