Visualization Techniques For Climate Change With Machine Learning And Artificial Intelligence

Author : Arun Lal Srivastav,Ashutosh Kumar Dubey,Abhishek Kumar,Sushil Kumar Narang,Moonis Ali Khan
Publisher : Elsevier
Page : 500 pages
File Size : 41,6 Mb
Release : 2022-11-11
Category : Science
ISBN : 9780323997157

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Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence by Arun Lal Srivastav,Ashutosh Kumar Dubey,Abhishek Kumar,Sushil Kumar Narang,Moonis Ali Khan Pdf

Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence covers computer-aided artificial intelligence and machine learning technologies as related to the impacts of climate change and its potential to prevent/remediate the effects. As such, different types of algorithms, mathematical relations and software models may help us to understand our current reality, predict future weather events and create new products and services to minimize human impact, chances of improving and saving lives and creating a healthier world. This book covers different types of tools for the prediction of climate change and alternative systems which can reduce the levels of threats observed by climate change scientists. Moreover, the book will help to achieve at least one of 17 sustainable development goals i.e., climate action. Includes case studies on the application of AI and machine learning for monitoring climate change effects and management Features applications of software and algorithms for modeling and forecasting climate change Shows how real-time monitoring of specific factors (temperature, level of greenhouse gases, rain fall patterns, etc.) are responsible for climate change and possible mitigation efforts to achieve environmental sustainability

Author : Harish Sharma
Publisher : Springer Nature
Page : 462 pages
File Size : 55,7 Mb
Release : 2024-06-16
Category : Electronic
ISBN : 9789819720798

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Communication and Intelligent Systems by Harish Sharma Pdf

Author : Rubee Singh,Shahbaz Khan,Anil Kumar,Vikas Kumar
Publisher : Walter de Gruyter GmbH & Co KG
Page : 288 pages
File Size : 42,8 Mb
Release : 2024-06-04
Category : Business & Economics
ISBN : 9783111172408

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Artificial Intelligence Enabled Management by Rubee Singh,Shahbaz Khan,Anil Kumar,Vikas Kumar Pdf

Companies in developing countries are adopting Artificial Intelligence applications to increase efficiency and open new markets for their products. This book explores the multifarious capabilities and applications of AI in the context of these emerging economies and its role as a driver for decision making in current management practices. Artificial Intelligence Enabled Management argues that the economic problems facing academics, professionals, managers, governments, businesses and those at the bottom of the economic pyramid have a technical solution that relates to AI. Businesses in developing countries are using cutting-edge AI-based solutions to improve autonomous delivery of goods and services, implement automation of production and develop mobile apps for services and access to credit. By integrating data from websites, social media and conventional channels, companies are developing data management platforms, good business plans and creative business models. By increasing productivity, automating business processes, financial solutions and government services, AI can drive economic growth in these emerging economies. Public and private sectors can work together to find innovative solutions that simultaneously alleviate poverty and inequality and increase economic mobility and prosperity. The thought-provoking contributions in this book also bring attention to new barriers that have emerged in the acceptance, use, integration and deployment of AI by businesses in developing countries and explore the often-overlooked drawbacks of AI adoption that can hinder or even cause value loss. The book is a must-read for policymakers, researchers, and anyone interested in understanding the critical role of AI in the emerging economy perspective.

Author : Kannan, Hemachandran,Rodriguez, Raul Villamarin,Paprika, Zita Zoltay,Ade-Ibijola, Abejide
Publisher : IGI Global
Page : 447 pages
File Size : 49,5 Mb
Release : 2023-12-07
Category : Technology & Engineering
ISBN : 9798369308936

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Exploring Ethical Dimensions of Environmental Sustainability and Use of AI by Kannan, Hemachandran,Rodriguez, Raul Villamarin,Paprika, Zita Zoltay,Ade-Ibijola, Abejide Pdf

Exploring Ethical Dimensions of Environmental Sustainability and Use of AI is a comprehensive and insightful book that delves into the ethical implications and challenges that emerge at the intersection of environmental sustainability and the utilization of artificial intelligence (AI). With a focus on key ethical dimensions such as transparency, equity, privacy, autonomy, unintended consequences, and trade-offs, this book aims to provide a thorough understanding of the responsible deployment and development of AI in the realm of environmental sustainability. By addressing the ethical aspects and challenges involved, this book contributes to the development of ethical guidelines and frameworks that align AI technologies with the vision of a sustainable and equitable future. Researchers will find immense value in this book as it offers a holistic exploration of the ethical implications, filling a critical gap in the existing literature. Policymakers can gain valuable insights to inform the creation of ethical guidelines and regulations governing AI use in sustainable initiatives. Practitioners, including professionals working in environmental organizations or technology companies, will acquire practical knowledge to guide their decision-making and implementation of AI-driven solutions.

Author : Kumar, Rajeev,Joshi, Ankush,Sharan, Hari Om,Peng, Sheng-Lung,Dudhagara, Chetan R.
Publisher : IGI Global
Page : 475 pages
File Size : 46,7 Mb
Release : 2024-03-04
Category : Computers
ISBN : 9798369329658

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The Ethical Frontier of AI and Data Analysis by Kumar, Rajeev,Joshi, Ankush,Sharan, Hari Om,Peng, Sheng-Lung,Dudhagara, Chetan R. Pdf

In the advancing fields of artificial intelligence (AI) and data science, a pressing ethical dilemma arises. As technology continues its relentless march forward, ethical considerations within these domains become increasingly complex and critical. Bias in algorithms, lack of transparency, data privacy breaches, and the broader societal repercussions of AI applications are demanding urgent attention. This ethical quandary poses a formidable challenge for researchers, academics, and industry professionals alike, threatening the very foundation of responsible technological innovation. Navigating this ethical minefield requires a comprehensive understanding of the multifaceted issues at hand. The Ethical Frontier of AI and Data Analysis is an indispensable resource crafted to address the ethical challenges that define the future of AI and data science. Researchers and academics who find themselves at the forefront of this challenge are grappling with the evolving landscape of AI and data science ethics. Underscoring the need for this book is the current lack of clarity on ethical frameworks, bias mitigation strategies, and the broader societal implications, which hinder progress and leave a void in the discourse. As the demand for responsible AI solutions intensifies, the imperative for this reliable guide that consolidates, explores, and advances the dialogue on ethical considerations grows exponentially.

Author : Rajappan, Roopa Chandrika,Gowri Ganesh, N.S.,Daniel, J. Alfred,Ahmad, Awais,Santhosh, R.
Publisher : IGI Global
Page : 428 pages
File Size : 44,6 Mb
Release : 2024-04-26
Category : Business & Economics
ISBN : 9798369317037

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The Convergence of Self-Sustaining Systems With AI and IoT by Rajappan, Roopa Chandrika,Gowri Ganesh, N.S.,Daniel, J. Alfred,Ahmad, Awais,Santhosh, R. Pdf

Picture a world where autonomous systems operate continuously and intelligently, utilizing real-time data to make informed decisions. Such systems have the potential to revolutionize agriculture, urban infrastructure, and industrial automation. This transformation, often termed the Internet of Self-Sustaining Systems (IoSS), is a pivotal topic that demands academic attention and exploration. Addressing this critical issue head-on is The Convergence of Self-Sustaining Systems With AI and IoT, which offers an in-depth examination of this transformative convergence. It serves as a guiding light for academic scholars seeking to unravel the vast potential of self-sustaining systems coupled with AI and IoT. Inside its pages, readers will delve into AI-driven autonomous agriculture, eco-friendly transportation solutions, and intelligent energy management. Moreover, the book explores emerging technologies, security concerns, ethical considerations, and governance frameworks. Join us on this intellectual journey and position yourself at the forefront of the AI and IoT revolution that promises a sustainable, autonomous future.

Author : Aleksandra Przegalinska,Tamilla Triantoro
Publisher : CRC Press
Page : 169 pages
File Size : 45,6 Mb
Release : 2024-06-17
Category : Technology & Engineering
ISBN : 9781040031087

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Converging Minds by Aleksandra Przegalinska,Tamilla Triantoro Pdf

This groundbreaking book explores the power of collaborative AI in amplifying human creativity and expertise. Written by two seasoned experts in data analytics, AI, and machine learning, the book offers a comprehensive overview of the creative process behind AI-powered content generation. It takes the reader through a unique collaborative process between human authors and various AI-based topic experts, created, prompted, and fine-tuned by the authors. This book features a comprehensive list of prompts that readers can use to create their own ChatGPT-powered topic experts. By following these expertly crafted prompts, individuals and businesses alike can harness the power of AI, tailoring it to their specific needs and fostering a fruitful collaboration between humans and machines. With real-world use cases and deep insights into the foundations of generative AI, the book showcases how humans and machines can work together to achieve better business outcomes and tackle complex challenges. Social and ethical implications of collaborative AI are covered and how it may impact the future of work and employment. Through reading the book, readers will gain a deep understanding of the latest advancements in AI and how they can shape our world. Converging Minds: The Creative Potential of Collaborative AI is essential reading for anyone interested in the transformative potential of AI-powered content generation and human-AI collaboration. It will appeal to data scientists, machine learning architects, prompt engineers, general computer scientists, and engineers in the fields of generative AI and deep learning. Chapter 1 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons [Attribution- No Derivatives (CC-BY -ND)] 4.0 license.

Author : Prem C. Pandey
Publisher : Springer Nature
Page : 530 pages
File Size : 41,9 Mb
Release : 2024-06-16
Category : Electronic
ISBN : 9783031510533

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Geo-information for Disaster Monitoring and Management by Prem C. Pandey Pdf

Author : Aboul Ella Hassanien,Ashraf Darwish
Publisher : Springer Nature
Page : 255 pages
File Size : 40,7 Mb
Release : 2023-03-11
Category : Computers
ISBN : 9783031224560

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The Power of Data: Driving Climate Change with Data Science and Artificial Intelligence Innovations by Aboul Ella Hassanien,Ashraf Darwish Pdf

This book discusses the advances of artificial intelligence and data sciences in climate change and provides the power of the climate data that is used as inputs to artificial intelligence systems. It is a good resource for researchers and professionals who work in the field of data sciences, artificial intelligence, and climate change applications.

Author : Abhishek Kumar,Pramod Singh Rathore,Ashutosh Kumar Dubey,Arun Lal Srivastav,Vishal Dutt,T. Ananthkumar
Publisher : John Wiley & Sons
Page : 301 pages
File Size : 45,8 Mb
Release : 2024-02-02
Category : Technology & Engineering
ISBN : 9781394166909

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Sustainable Management of Electronic Waste by Abhishek Kumar,Pramod Singh Rathore,Ashutosh Kumar Dubey,Arun Lal Srivastav,Vishal Dutt,T. Ananthkumar Pdf

SUSTAINABLE MANAGEMENT OF ELECTRONIC WASTE Written and edited by a group of industry professionals, this new volume provides cutting-edge insights into how the sustainability of managing electronic waste can be achieved, for engineers, scientists, and students. As a result of the rapid advancement of technology and the globalization of the economy, waste electrical and electronic equipment (WEEE) management has become increasingly important. Manufacturers are especially concerned about the proper disposal of their waste, and researchers need to identify the obstacles and enablers that stand in the way of implementing a long-term WEEE management system in order to develop a long-term WEEE management system. Further, the literature did not adequately capture the perspectives of multiple stakeholders while also identifying the enablers required for the development of sustainable WEEE management policies, which was particularly important in developing countries. This volume fills a gap in the literature by considering the perspectives of multiple stakeholders to identify enablers of sustainable WEEE management in emerging economies which was previously unexplored. This book focuses on the most recent technological advancements for the twenty-first century, emphasizing the synergies that exist between computer science, bioinformatics, and other sciences. The research and development of artificial intelligence, machine learning, blockchain technologies, quantum computing with cryptography, nanotechnology, sensors based on biotechnology, Internet of Things devices, nature-inspired algorithms, computer vision techniques, computational biology, and other topics are covered in this book, along with their applications in the fields of science, engineering, physical science, and economics. Modern environmental techniques are among the most innovative innovations emerging as a result of the insatiable demand for health standards in the modern world.

Author : Pardeep Singh
Publisher : Springer Nature
Page : 310 pages
File Size : 40,6 Mb
Release : 2024-06-16
Category : Electronic
ISBN : 9789819982448

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Emerging Trends and Techniques in Biofuel Production from Agricultural Waste by Pardeep Singh Pdf

Author : Dr. Asha Ambhaikar,Mr. O. P. Dewangan,Mr. Kamlesh Kumar Yadav,Mr. Akash Pandey
Publisher : INENCE PUBLICATIONS PVT LTD
Page : 422 pages
File Size : 44,6 Mb
Release : 2023-05-09
Category : Computers
ISBN : 9798393888077

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Proceeding of National Conference On Recent Innovations in Emerging Computer Technologies (NCRIECT-2023) by Dr. Asha Ambhaikar,Mr. O. P. Dewangan,Mr. Kamlesh Kumar Yadav,Mr. Akash Pandey Pdf

The National Conference on Recent Innovations in Emerging Computer Technologies (NCRIECT-2023) was held on the 9th and 10th of May 2023 at Kalinga University, Raipur. The conference was aimed at bringing together researchers, scholars, academicians, and industry professionals to discuss the latest advancements and innovations in the field of computer technologies. The conference began with an opening ceremony, where the chief guests and dignitaries were welcomed by the organizers. The keynote address was delivered by a renowned expert in the field of computer technologies, who spoke about the importance of innovation in driving progress and growth in the industry. This was followed by technical sessions, where researchers and professionals presented their papers on various topics related to computer technologies. The technical sessions covered a wide range of topics, including but not limited to artificial intelligence, machine learning, data science, computer networks, security and privacy, computer graphics and visualization, software engineering, and emerging technologies. The presentations were well-received by the audience, who actively participated in the discussions and provided valuable feedback to the presenters. Apart from the technical sessions, the conference also featured a panel discussion on the topic of "The Future of Computer Technologies". The panel comprised experts from academia and industry, who shared their insights and perspectives on the future direction of the field. The discussion covered various topics, such as the impact of emerging technologies like blockchain and quantum computing, the role of artificial intelligence and machine learning in shaping the future of work, and the challenges and opportunities in ensuring the ethical use of technology. Overall, the conference provided a platform for researchers and professionals to share their ideas, insights, and experiences, and to collaborate and network with their peers. The organizers thanked all the participants and sponsors for their support in making the conference a success, and announced plans to host a follow-up event next year.

Author : Mohammad Hadi Dehghani,Rama Rao Karri,Teresa Vera,Salwa Kamal Mohamed Hassan
Publisher : Elsevier
Page : 409 pages
File Size : 52,6 Mb
Release : 2024-04-12
Category : Medical
ISBN : 9780443160899

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Health and Environmental Effects of Ambient Air Pollution by Mohammad Hadi Dehghani,Rama Rao Karri,Teresa Vera,Salwa Kamal Mohamed Hassan Pdf

Health and Environmental Effects of Ambient Air Pollution is part of a series of three volumes for Air Pollution, Human Health, and the Environment. Volume 1 discusses the adverse consequences of ambient air pollutants on human health, animals, plants, and structures. This book examines the production of ambient air pollutants in the environment. It begins with an overview of the classifications, sources, and occurrences of outdoor air pollutants. This book covers meteorological, climate, and topographical factors affecting air pollution, discusses how urbanization and industrialization affect air quality, and explores how climate conditions like global warming, acid rain, and airborne particulate matter impact human health. It also looks at epidemiology studies and socioeconomic aspects of outdoor air pollution, estimating health and cost effects, air quality indices, guidelines, standards, and information networks of ambient air pollutants. With contributors from experts in the field, this book is a valuable reference for academicians, researchers, and students in environmental health, public health, and occupational health, as well as environmental engineers, meteorologists, epidemiologists, medical researchers, and environmental toxicologists. Discusses both causes of ambient air pollution and the toxicological impact on human health Covers the health risk assessment of ambient air with an emphasis on the elements, exposure, and risk management Examines air quality management and other ambient air pollution solutions Discusses the environmental effects of ambient air pollutants like climate change and global warming Examines the epidemiology studies, estimating health and cost effects

Author : Valliappa Lakshmanan,Eric Gilleland,Amy McGovern,Martin Tingley
Publisher : Springer
Page : 252 pages
File Size : 42,9 Mb
Release : 2015-06-30
Category : Science
ISBN : 9783319172200

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Machine Learning and Data Mining Approaches to Climate Science by Valliappa Lakshmanan,Eric Gilleland,Amy McGovern,Martin Tingley Pdf

This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that are increasingly needed in order to understand the climate system, an aspect which in turn has become crucial because of the threat of climate change. There has been a veritable explosion in the amount of data produced by satellites, environmental sensors and climate models that monitor, measure and forecast the earth system. In order to meaningfully pursue knowledge discovery on the basis of such voluminous and diverse datasets, it is necessary to apply machine learning methods, and Climate Informatics lies at the intersection of machine learning and climate science. This book grew out of the fourth workshop on Climate Informatics held in Boulder, Colorado in Sep. 2014.

Author : Rajeev Singh,Anamika Singh
Publisher : John Wiley & Sons
Page : 420 pages
File Size : 48,5 Mb
Release : 2024-09-11
Category : Science
ISBN : 9781394178933

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Airborne Biocontaminants and their Impact on Human Health by Rajeev Singh,Anamika Singh Pdf

This book explores the relationships between biological contaminants and human health, as well as providing in-depth information of numerous biological contaminants found in diverse settings such as homes, hospitals, businesses, and schools. The current literature study has provided qualitative and quantitative data on bio-contaminants in these diverse indoor contexts. The main objective of this book is to investigate the pattern of morbidity among the people living in industrial, commercial, and residential due to poor air quality. Furthermore, biological sampling data obtained from indoor sites in different seasons provides seasonal adverse health problems explainations. The current study’s findings may aid in the development and implementation of preventative public health programs, as well as the creation of recommendations aimed at creating better indoor settings.