Transparent Data Mining For Big And Small Data

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Transparent Data Mining For Big And Small Data

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Author : Tania Cerquitelli
language : en
Publisher: Springer
Release Date : 2017-05-09

Transparent Data Mining For Big And Small Data written by Tania Cerquitelli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-09 with Computers categories.

This book focuses on new and emerging data mining solutions that offer a greater level of transparency than existing solutions. Transparent data mining solutions with desirable properties (e.g. effective, fully automatic, scalable) are covered in the book. Experimental findings of transparent solutions are tailored to different domain experts, and experimental metrics for evaluating algorithmic transparency are presented. The book also discusses societal effects of black box vs. transparent approaches to data mining, as well as real-world use cases for these approaches.As algorithms increasingly support different aspects of modern life, a greater level of transparency is sorely needed, not least because discrimination and biases have to be avoided. With contributions from domain experts, this book provides an overview of an emerging area of data mining that has profound societal consequences, and provides the technical background to for readers to contribute to the field or to put existing approaches to practical use.

Predictive Analytics Data Mining And Big Data

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Author : S. Finlay
language : en
Publisher: Springer
Release Date : 2014-07-01

Predictive Analytics Data Mining And Big Data written by S. Finlay and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-01 with Business & Economics categories.

This in-depth guide provides managers with a solid understanding of data and data trends, the opportunities that it can offer to businesses, and the dangers of these technologies. Written in an accessible style, Steven Finlay provides a contextual roadmap for developing solutions that deliver benefits to organizations.

Routledge Handbook Of Financial Technology And Law

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Author : Iris Chiu
language : en
Publisher: Routledge
Release Date : 2021-04-29

Routledge Handbook Of Financial Technology And Law written by Iris Chiu and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-29 with Law categories.

Financial technology is rapidly changing and shaping financial services and markets. These changes are considered making the future of finance a digital one.This Handbook analyses developments in the financial services, products and markets that are being reshaped by technologically driven changes with a view to their policy, regulatory, supervisory and other legal implications. The Handbook aims to illustrate the crucial role the law has to play in tackling the revolutionary developments in the financial sector by offering a framework of legally enforceable principles and values in which such innovations might take place without threatening the acquis of financial markets law and more generally the rule of law and basic human rights. With contributions from international leading experts, topics will include: Policy, High-level Principles, Trends and Perspectives Fintech and Lending Fintech and Payment Services Fintech, Investment and Insurance Services Fintech, Financial Inclusion and Sustainable Finance Cryptocurrencies and Cryptoassets Markets and Trading Regtech and Suptech This Handbook will be of great relevance for practitioners and students alike, and a first reference point for academics researching in the fields of banking and financial markets law.

Artificial Intelligence In Medical Imaging

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Author : Lia Morra
language : en
Publisher: CRC Press
Release Date : 2019-11-25

Artificial Intelligence In Medical Imaging written by Lia Morra and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-25 with Science categories.

This book, written by authors with more than a decade of experience in the design and development of artificial intelligence (AI) systems in medical imaging, will guide readers in the understanding of one of the most exciting fields today. After an introductory description of classical machine learning techniques, the fundamentals of deep learning are explained in a simple yet comprehensive manner. The book then proceeds with a historical perspective of how medical AI developed in time, detailing which applications triumphed and which failed, from the era of computer aided detection systems on to the current cutting-edge applications in deep learning today, which are starting to exhibit on-par performance with clinical experts. In the last section, the book offers a view on the complexity of the validation of artificial intelligence applications for commercial use, describing the recently introduced concept of software as a medical device, as well as good practices and relevant considerations for training and testing machine learning systems for medical use. Open problematics on the validation for public use of systems which by nature continuously evolve through new data is also explored. The book will be of interest to graduate students in medical physics, biomedical engineering and computer science, in addition to researchers and medical professionals operating in the medical imaging domain, who wish to better understand these technologies and the future of the field. Features: An accessible yet detailed overview of the field Explores a hot and growing topic Provides an interdisciplinary perspective

Advances In Databases And Information Systems

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Author : Tatjana Welzer
language : en
Publisher: Springer Nature
Release Date : 2019-08-28

Advances In Databases And Information Systems written by Tatjana Welzer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-28 with Computers categories.

This book constitutes the proceedings of the 23rd European Conference on Advances in Databases and Information Systems, ADBIS 2019, held in Bled, Slovenia, in September 2019. The 27 full papers presented were carefully reviewed and selected from 103 submissions. The papers cover a wide range of topics from different areas of research in database and information systems technologies and their advanced applications from theoretical foundations to optimizing index structures. They focus on data mining and machine learning, data warehouses and big data technologies, semantic data processing, and data modeling. They are organized in the following topical sections: data mining; machine learning; document and text databases; big data; novel applications; ontologies and knowledge management; process mining and stream processing; data quality; optimization; theoretical foundation and new requirements; and data warehouses.

Ai In Ehealth

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Author : Marcelo Corrales Compagnucci
language : en
Publisher: Cambridge University Press
Release Date : 2022-09-15

Ai In Ehealth written by Marcelo Corrales Compagnucci and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-15 with Law categories.

Scholars from medicine, law and related disciplines examine the ethical and legal challenges raised by AI in digital healthcare.

New Trends In Databases And Information Systems

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Author : András Benczúr
language : en
Publisher: Springer
Release Date : 2018-08-30

New Trends In Databases And Information Systems written by András Benczúr and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-30 with Computers categories.

This book constitutes the thoroughly refereed short papers, workshops and doctoral consortium papers of the 22th European Conference on Advances in Databases and Information Systems, ADBIS 2018, held in Budapest, Hungary, in September 2018. The 20 full and the 4 short workshop papers as well as the 3 doctoral consortium papers were carefully reviewed and selected from 54 submissions to the workshops and 6 submissions to the doctoral consortium. Furthermore, there are 10 short papers included, which were accepted for the main conference. The papers are organized according to the 6 workshops and the doctoral consortium: ADBIS 2018 short papers; First Workshop on Advances on Big Data Management, Analytics, Data Privacy and Security, BigDataMAPS 2018; First International Workshop on New Frontiers on Meta-data Management and Usage, M2U 2018; First Citizen Science Applications and Citizen Databases Workshop, CSADB 2018; First International Workshop on Articial Intelligence for Question Answering, AI*QA 2018; First International Workshop on BIG Data Storage, Processing and Mining for Personalized MEDicine, BIGPMED 2018; First Workshop on Current Trends in Contemporary Information Systems and Their Architectures, ISTREND 2018; Doctoral Consortium.

Innovations In Mechatronics Engineering Iv

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Author : Jose Machado
language : en
Publisher: Springer Nature
Release Date :

Innovations In Mechatronics Engineering Iv written by Jose Machado 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.

Holistic Approach To Ai And Leadership

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Author : Elsherif, Hesham Mohamed
language : en
Publisher: IGI Global
Release Date : 2024-06-06

Holistic Approach To Ai And Leadership written by Elsherif, Hesham Mohamed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-06 with Business & Economics categories.

In the current fast-paced digital era, incorporating Artificial Intelligence (AI) into leadership practices is a complex challenge. The ever-evolving technological landscape demands a new approach to leadership that embraces AI while upholding human-centric values. This convergence of AI and leadership necessitates innovative solutions to stay ahead in a competitive environment. The Holistic Approach to AI and Leadership offers more than just theory; it provides practical solutions for integrating AI into strategic vision. This comprehensive guide explores AI's impact on decision-making processes, training, and capacity building, addressing resistance and measuring ROI through real-world case studies and scenarios. Targeting a diverse audience, from top-tier executives and human resources professionals to AI developers and researchers, the book equips leaders with the knowledge to make informed decisions about AI integration. By emphasizing the enduring importance of human connection and ethical considerations, this approach ensures that technological advancements enhance, rather than overshadow, the human aspects of leadership, reshaping the modern management paradigm.

Cyberology

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Author : Mohd. Shahid Husain
language : en
Publisher: CRC Press
Release Date : 2025-05-02

Cyberology written by Mohd. Shahid Husain and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Computers categories.

This book provides an insightful examination of cybersecurity threats and their implications across various sectors, including healthcare, agriculture, and government. It covers fundamental concepts in cybersecurity, including cybercrime laws, cyberbullying and emerging technologies. It discusses challenges in detecting and preventing cyber threats and analyzes trends in cyber warfare and resilience. This book serves as a resource for understanding the complex relationship between technology and society, equipping readers with the knowledge needed to navigate the evolving cyber landscape. It is for scholars, students, and professionals interested in cybersecurity and challenges. This book introduces the fundamental principles and theories of cybersecurity, focusing on the relationship between humans and technology details various cyber threats affecting the digital world, healthcare, and agriculture, emphasizing their real-world implications discusses issues like cyberbullying, threats in cloud computing, and vulnerabilities in cyber-physical systems examines the difficulties in detecting cybercrimes, addressing advanced persistent threats, and fostering cyber resilience analyzes current trends in cyber warfare and terrorism, providing insights into new security challenges