Integration Challenges For Analytics Business Intelligence And Data Mining
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Integration Challenges For Analytics Business Intelligence And Data Mining
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Author : Azevedo, Ana
language : en
Publisher: IGI Global
Release Date : 2020-12-11
Integration Challenges For Analytics Business Intelligence And Data Mining written by Azevedo, Ana and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-11 with Computers categories.
As technology continues to advance, it is critical for businesses to implement systems that can support the transformation of data into information that is crucial for the success of the company. Without the integration of data (both structured and unstructured) mining in business intelligence systems, invaluable knowledge is lost. However, there are currently many different models and approaches that must be explored to determine the best method of integration. Integration Challenges for Analytics, Business Intelligence, and Data Mining is a relevant academic book that provides empirical research findings on increasing the understanding of using data mining in the context of business intelligence and analytics systems. Covering topics that include big data, artificial intelligence, and decision making, this book is an ideal reference source for professionals working in the areas of data mining, business intelligence, and analytics; data scientists; IT specialists; managers; researchers; academicians; practitioners; and graduate students.
Adapting And Mitigating Environmental Social And Governance Risk In Business
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Author : Ziolo, Magdalena
language : en
Publisher: IGI Global
Release Date : 2021-04-16
Adapting And Mitigating Environmental Social And Governance Risk In Business written by Ziolo, Magdalena and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-16 with Business & Economics categories.
Environmental, social, and corporate governance (ESG) risk considers the nonfinancial risks that could arise in a business, such as sustainability, brand reputation, legal aspects, ethics, and more. As businesses all have their own risk profiles, there is a need for risk management and mitigation that is unique for each company. Because of this variability, the study on ESG risk factors and motives of incorporating the ESG perspective into business models are crucial yet challenging. Therefore, it is important to understand how companies are adapting and mitigating ESG risk in diverse types of businesses. Adapting and Mitigating Environmental, Social, and Governance Risk in Business examines processes in enterprises that can increase the sustainability of business models and their coherence with the assumptions of the concept of sustainable development and ESG risk. Furthermore, the book explores how enterprises operating in different sectors are adapting their business models towards sustainability in order to create sustainable value. This book is a valuable tool for managers, executives, entrepreneurs, practitioners, academicians, researchers, and graduate students in finance, business, and management.
Digital Capitalism In The New Media Era
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Author : Topçu, Çiçek
language : en
Publisher: IGI Global
Release Date : 2024-01-25
Digital Capitalism In The New Media Era written by Topçu, Çiçek and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-25 with Social Science categories.
How do digital capitalism and the evolving landscape of new media intersect, and what does this mean for the future of media? It is necessary to begin the excavation process, to unearth the insights of experts in these fields to better understand the transformation of the globalized world. In Digital Capitalism in the New Media Era, the intricate relationship between media and society takes center stage, examined through the lens of contemporary technology's impact on this dynamic. Within the confines of this meticulously researched book lies a comprehensive analysis of how the established political economy of traditional media has adapted and responded to the surge of new technologies. The rise of new tools has inadvertently ushered in a new age of surveillance, marked by sophisticated techniques like digital trace tracking and micro-targeting strategies. This book covers comprehensive topics, including exploiting personal data for both commercial and political ends, the pervasive influence of algorithmic mechanisms and filter bubbles, and the dominion of tech giants in this digital landscape. By offering a panoramic view of the contemporary media landscape, this book not only equips researchers, sociologists, and media professionals with an understanding of the intricate interplay between technology and society but also facilitates a deeper comprehension of pressing concerns such as open science, gender equality, and the digital divide.
Applications Of Synthetic High Dimensional Data
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Author : Sobczak-Michalowska, Marzena
language : en
Publisher: IGI Global
Release Date : 2024-03-25
Applications Of Synthetic High Dimensional Data written by Sobczak-Michalowska, Marzena and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-25 with Computers categories.
The need for tailored data for machine learning models is often unsatisfied, as it is considered too much of a risk in the real-world context. Synthetic data, an algorithmically birthed counterpart to operational data, is the linchpin for overcoming constraints associated with sensitive or regulated information. In high-dimensional data, where the dimensions of features and variables often surpass the number of available observations, the emergence of synthetic data heralds a transformation. Applications of Synthetic High Dimensional Data delves into the algorithms and applications underpinning the creation of synthetic data, which surpass the capabilities of authentic datasets in many cases. Beyond mere mimicry, synthetic data takes center stage in prioritizing the mathematical domain, becoming the crucible for training robust machine learning models. It serves not only as a simulation but also as a theoretical entity, permitting the consideration of unforeseen variables and facilitating fundamental problem-solving. This book navigates the multifaceted advantages of synthetic data, illuminating its role in protecting the privacy and confidentiality of authentic data. It also underscores the controlled generation of synthetic data as a mechanism to safeguard private information while maintaining a controlled resemblance to real-world datasets. This controlled generation ensures the preservation of privacy and facilitates learning across datasets, which is crucial when dealing with incomplete, scarce, or biased data. Ideal for researchers, professors, practitioners, faculty members, students, and online readers, this book transcends theoretical discourse.
Handbook Of Research On Green Circular And Digital Economies As Tools For Recovery And Sustainability
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Author : Ordóñez de Pablos, Patricia
language : en
Publisher: IGI Global
Release Date : 2022-03-11
Handbook Of Research On Green Circular And Digital Economies As Tools For Recovery And Sustainability written by Ordóñez de Pablos, Patricia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-11 with Business & Economics categories.
Global society has simultaneously faced several unprecedented health, social, and economic challenges. Countries need to recover economic growth quickly, boost productivity and job creation, invest in smart healthcare systems and services, and work toward a climate-neutral and circular economy. The Handbook of Research on Green, Circular, and Digital Economies as Tools for Recovery and Sustainability explores new and emerging frameworks, tools, and strategies to support companies and economies toward a green and digital transformation. It analyzes the role of disruptive technologies, innovative green technologies, and emerging practices all over the world. Covering topics such as corporate sustainability, digital banking, and national innovation systems, this major reference work is an essential resource for educational administration, politicians, government officials, global business leaders, managing directors, libraries, researchers, academicians, educators, and students.
Generative Ai For Transformational Management
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Author : Gomathi Sankar, Jeganathan
language : en
Publisher: IGI Global
Release Date : 2024-08-27
Generative Ai For Transformational Management written by Gomathi Sankar, Jeganathan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Business & Economics categories.
The business world today is changing at a breakneck pace. Traditional management practices need help keeping up with the uncertainties and complexities of the digital age. Leaders face a lot of pressure to innovate, adapt, and drive transformative change within their organizations. However, they need more than just conventional wisdom to navigate this terrain. A deep understanding of emerging technologies like artificial intelligence (AI) and their practical applications in management is essential. Generative AI for Transformational Management offers a compelling solution to these challenges. This book provides a roadmap for leveraging AI to drive organizational transformation by exploring the intersection of generative AI and visionary leadership. By examining real-world case studies and practical applications, readers can learn how AI can be integrated into leadership practices to promote innovation and proactive decision-making and effectively navigate the complexities of the digital age.
Developing Linear Algebra Codes On Modern Processors Emerging Research And Opportunities
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Author : Catalán Pallarés, Sandra
language : en
Publisher: IGI Global
Release Date : 2022-10-14
Developing Linear Algebra Codes On Modern Processors Emerging Research And Opportunities written by Catalán Pallarés, Sandra and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-14 with Mathematics categories.
Optimized linear algebra (LA) libraries that are able to exploit the underlying hardware are always of interest in the high-performance computing community. The implementation of LA software has evolved along with computer architecture, while the specification remains unaltered almost from the beginning. It is important to differentiate between the specification of LA libraries and their implementation. Because LA libraries pursue high performance, the implementation for a given architecture needs to be optimized for it specifically. However, the type of operations included in the libraries, the input/output parameters, and the data types to be handled are common to all of them. This is why, while the specification remains constant, the implementation evolves with the creation of new architectures. Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities presents the main characteristics of LA libraries, showing the differences between the standards for sparse and dense versions. It further explores relevant linear algebra problems and shows, in a clear and understandable way, how to solve them using different computer architectures. Covering topics such as programming models, batched computing, and distributed memory platforms, this premier reference source is an excellent resource for programmers, computer scientists, engineers, students and faculty of higher education, librarians, researchers, and academicians.
Bio Inspired Optimization Techniques In Blockchain Systems
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Author : Vignesh, U.
language : en
Publisher: IGI Global
Release Date : 2024-01-29
Bio Inspired Optimization Techniques In Blockchain Systems written by Vignesh, U. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-29 with Computers categories.
In the dynamic landscape of bioinformatics and blockchain technology, a profound challenge is evident: ensuring secure exchange and analysis of complex biological data while maintaining data integrity and ownership. Traditional methods fall short in seamlessly transferring genomic data, spurring the fusion of blockchain innovation and optimization algorithms as a groundbreaking solution. Biology-Inspired Optimization Techniques in Blockchain Systems directly addresses the data integrity and ownership dilemma in bioinformatics and blockchain. Despite the intricacies of genomic data, blockchain's potential solution faces obstacles like data volume and slow transactions. These challenges are adeptly overcome through optimization algorithms. The book, authored by experts in bioinformatics, blockchain, and optimization, offers a comprehensive guide, showcasing how blockchain architecture and biological data intricacies can harmonize. It provides a blueprint for using blockchain to store genomic variants and aligned reads. This work empowers developers, data scientists, and researchers to overcome technological barriers, redefining the landscape of bioinformatics and beyond.
Unmanned Aerial Vehicles And Multidisciplinary Applications Using Ai Techniques
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Author : Thusnavis, Bella Mary I.
language : en
Publisher: IGI Global
Release Date : 2022-05-27
Unmanned Aerial Vehicles And Multidisciplinary Applications Using Ai Techniques written by Thusnavis, Bella Mary I. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-27 with Computers categories.
Unmanned aerial vehicles (UAVs) and artificial intelligence (AI) are gaining the attention of academic and industrial researchers due to the freedoms that UAVs afford when operating and monitoring activities remotely. Applying machine learning and deep learning techniques can result in fast and reliable outputs and have helped in real-time monitoring, data collection and processing, and prediction. UAVs utilizing these techniques can become instrumental tools for computer/wireless networks, smart cities, military applications, agricultural sectors, and mining. Unmanned Aerial Vehicles and Multidisciplinary Applications Using AI Techniques is an essential reference source that covers pattern recognition, machine and deep learning-based methods, and other AI techniques and the impact they have when applied to different real-time applications of UAVs. It synthesizes the scope and importance of machine learning and deep learning models in enhancing UAV capabilities, solutions to problems, and numerous application areas. Covering topics such as vehicular surveillance systems, yield prediction, and human activity recognition, this premier reference source is a comprehensive resource for computer scientists; AI engineers; data scientists; agriculturalists; government officials; military leaders; business managers and leaders; students and faculty of higher education; academic libraries; academicians; and researchers in computer science, computer vision, pattern recognition, imaging, and engineering.
Ai And Blockchain Optimization Techniques In Aerospace Engineering
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Author : Vignesh, U.
language : en
Publisher: IGI Global
Release Date : 2024-03-05
Ai And Blockchain Optimization Techniques In Aerospace Engineering written by Vignesh, U. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Technology & Engineering categories.
The amalgamation of artificial intelligence (AI), optimization techniques, and blockchain is revolutionizing how to conceptualize, design, and operate aerospace systems. While optimization techniques are pivotal in streamlining aerospace processes, security challenges have recently surfaced. AI and Blockchain Optimization Techniques in Aerospace Engineering delves into the transformative impact of technologies on various facets of the aerospace industry, offering a multidimensional solution to overcome security concerns and enhance the overall efficiency of aerospace systems The book explores how machine learning reshapes aerospace systems by automating complex tasks through self/reinforced learning methods. From air traffic data analysis to flight scheduling, geographical information, and navigation, machine learning has become an indispensable tool, offering valuable insights that enhance aerospace operations. Simultaneously, blockchain technology, with its inherent characteristics of decentralization and tamper-proof ledgers, ensures transparency, accountability, and security in transactions, providing an innovative approach to data integrity and system resilience. Designed for technology development professionals, academicians, data scientists, industrial experts, researchers, and students, the book offers a panoramic view of the latest innovations in the field.