Innovations In Data Analytics
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Innovation Analytics
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Author : Nachiappan Subramanian
language : en
Publisher: Wspc (Europe)
Release Date : 2023
Innovation Analytics written by Nachiappan Subramanian and has been published by Wspc (Europe) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Planning categories.
Innovation analytics is an emerging paradigm that integrates information/knowledge, analytics, digital twins and artificial intelligence to support and manage the entire lifecycle of a product and process from inception, through engineering design and manufacture, to service and disposal of manufactured products. Innovation analytics is set to become an integral part of the innovation lifecycle to help make smart, agile decisions and accelerate business growth. Innovation Analytics: Tools for Competitive Advantage provides a comprehensive overview of the challenges and opportunities behind the latest research surrounding technological advances driving innovation analytics; the transition of analytical ideas to interdisciplinary teams; the development of deep synchronicity of skills and production innovation; and the use of innovation analytics in multiple stages of product and process evolution. In exploring the impact of emerging developments in the current climate, researchers and academics will be able to gain insight into real-world usage of analytics for innovation and its contribution toward society. As such, students, scientists, engineers, academics, and management professionals alike will find this title beneficial.
30 Second Data Science
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Author : Liberty Vittert
language : en
Publisher:
Release Date : 2020-09-29
30 Second Data Science written by Liberty Vittert and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-29 with Big data categories.
30-Second Data Science covers 50 key elements in the field of data-gathering from basic to ethics, explained clearly and concisely.
Innovations And Social Media Analytics In A Digital Society
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Author : Maria José Sousa
language : en
Publisher: CRC Press
Release Date : 2022-06-16
Innovations And Social Media Analytics In A Digital Society written by Maria José Sousa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-16 with Communication categories.
Social media generates large amounts of data. A number of new applications have evolved to analyze this data. Integration of generated data needs to be analyzed and visualized in an easy-to-use manner. Digitalization has applications in fields ranging from remote monitoring to smart sensors and other devices. This volume offers valuable insights on how to design innovative digital analytics systems and how to improve information delivery remotely. The citizens data connectivity involves the development of many technologies that should enable reliable communication and specifically analytics that will help the decision-making process for the citizens, and for industry. The aim is to initiate a discussion on the potential of the social media analytics and it s power related to several dimensions of life, and showing the accuracy of the application in real-life situations of that information in order to solve problems, and also to be the base of the innovation process at all levels of the digital society. The book focuses on state-of-the-art of social media analytics, and advanced innovation policies in the digitalization of the society.
Innovations In Computational Intelligence Big Data Analytics And Internet Of Things
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Author : Sam Goundar
language : en
Publisher: IAP
Release Date : 2024-03-01
Innovations In Computational Intelligence Big Data Analytics And Internet Of Things written by Sam Goundar and has been published by IAP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-01 with Computers categories.
As sensors spread across almost every industry, the internet of things is going to trigger a massive influx of big data. We delve into where IoT will have the biggest impact and what it means for the future of big data analytics. Internet of Things is changing the face of different sectors such as manufacturing, health-care, business, education etc. by completely redefining the way people, devices, and apps connect and interact with each other in the eco system. From personal fitness and wellness sensors, implantable devices to surgical robots – IoT is bringing in new tools and efficiencies in the ecosystem resulting in more integrated healthcare. Application of computational intelligence techniques is today considered as a key success factor to solve the growing scale and complexity of problems in the field of health care systems, agriculture, e-commerce etc. The convergence of Computational intelligence, Big Data and IoT provides new opportunities and revolutionize business in huge way. This book will support industry and governmental agencies to facilitate and make sense of myriad connected devices in coming decade. This book offers the recent advancements in Computational Intelligence, IoT and Big Data Analytics. • Development of models and algorithms for employing IoT based facilities in healthcare, industry, agriculture, e- commerce, manufacturing, business etc. • Methods for collection, management retrieval and processing of Big Data in various domains. • Provides taxonomy of challenges, issues and research directions in applications of computational intelligence techniques in different domains
Innovations In Data Analytics
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Author : Abhishek Bhattacharya
language : en
Publisher: Springer Nature
Release Date :
Innovations In Data Analytics written by Abhishek Bhattacharya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Data Science And Innovations For Intelligent Systems
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Author : Kavita Taneja
language : en
Publisher: CRC Press
Release Date : 2021-10-01
Data Science And Innovations For Intelligent Systems written by Kavita Taneja and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-01 with Technology & Engineering categories.
Data science is an emerging field and innovations in it need to be explored for the success of society 5.0. This book not only focuses on the practical applications of data science to achieve computational excellence, but also digs deep into the issues and implications of intelligent systems. This book highlights innovations in data science to achieve computational excellence that can optimize performance of smart applications. The book focuses on methodologies, framework, design issues, tools, architectures, and technologies necessary to develop and understand data science and its emerging applications in the present era. This book will be useful for the research community, start-up entrepreneurs, academicians, and data centered industries and professors that are interested in exploring innovations in varied applications and areas of data science.
Sustainable Development Through Data Analytics And Innovation
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Author : Jorge Marx Gómez
language : en
Publisher: Springer Nature
Release Date : 2022-09-26
Sustainable Development Through Data Analytics And Innovation written by Jorge Marx Gómez and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-26 with Computers categories.
Sustainable development is based on the idea that societies should advance without compromising their future development requirements. This book explores how the application of data analytics and digital technologies can ensure that development changes are executed on the basis of factual data and information. It addresses how innovations that rely on digital technologies can support sustainable development across all sectors and all social, economic, and environmental aspects and help us achieve the Sustainable Development Goals (SDGs). The book also highlights techniques, processes, models, tools, and practices used to achieve sustainable development through data analysis. The various topics covered in this book are critically evaluated, not only theoretically, but also from an application perspective. It will be of interest to researchers and students, especially those in the fields of applied data analytics, business intelligence and knowledge management.
Big Data Analytics And Artificial Intelligence Against Covid 19 Innovation Vision And Approach
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Author : Aboul-Ella Hassanien
language : en
Publisher: Springer
Release Date : 2020-10-13
Big Data Analytics And Artificial Intelligence Against Covid 19 Innovation Vision And Approach written by Aboul-Ella Hassanien and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-13 with Computers categories.
This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging. The third part discusses the insights of artificial intelligence to stop spread of COVID-19, while the last part presents deep learning and big data analytics which help fight the COVID-19.
Data Analytics And Computational Intelligence Novel Models Algorithms And Applications
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Author : Gilberto Rivera
language : en
Publisher: Springer Nature
Release Date : 2023-10-20
Data Analytics And Computational Intelligence Novel Models Algorithms And Applications written by Gilberto Rivera and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-20 with Computers categories.
In the age of transformative artificial intelligence (AI), which has the potential to revolutionize our lives, this book provides a comprehensive exploration of successful research and applications in AI and data analytics. Covering innovative approaches, advanced algorithms, and data analysis methodologies, this book addresses complex problems across topics such as machine learning, pattern recognition, data mining, optimization, and predictive modeling. With clear explanations, practical examples, and cutting-edge research, this book seeks to expand the understanding of a wide readership, including students, researchers, practitioners, and technology enthusiasts eager to explore these exciting fields. Featuring real-world applications in education, health care, climate modeling, cybersecurity, smart transportation, conversational systems, and material analysis, among others, this book highlights how these technologies can drive innovation and generate competitive advantages.
Data Analytics Skills Innovation And Firm Productivity
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Author : Lynn Wu
language : en
Publisher:
Release Date : 2020
Data Analytics Skills Innovation And Firm Productivity written by Lynn Wu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
We examine the relationship between data analytics capabilities and innovation using detailed firm-level data. To measure innovation, we first utilize a survey to capture two types of firm practices, process improvement and new technology development for 331 firms. We then use patent data to further analyze new technology development for a broader sample of more than 2,000 publicly-traded firms. We find that data analytics capabilities are more likely to be present and are more valuable in firms that are oriented around process improvement and that create new technologies by combining a diverse set of existing technologies than they are in firms that are focused on generating entirely new technologies. These results are consistent with the theory that data analytics are complementary to certain types of innovation because they enable firms to expand the search space of existing knowledge to combine into new technologies, as well as the theoretical arguments that data analytics support incremental process improvements. Data analytics appear less effective for developing entirely new technologies or creating combinations involving a few areas of knowledge, innovative approaches where there is either limited data or limited value in integrating diverse knowledge. Overall, our results suggest firms that have historically focused on specific types of innovation--process innovation and innovation by diverse recombination--may receive the most benefits from using data analytics.
