Classification And Data Science In The Digital Age

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Classification and Data Science in the Digital Age

Paula Brito,José G. Dias,Berthold Lausen,Angela Montanari,Rebecca Nugent
Classification and Data Science in the Digital Age Book PDF

Author : Paula Brito,José G. Dias,Berthold Lausen,Angela Montanari,Rebecca Nugent
Publisher : Springer Nature
Page : 393 pages
File Size : 41,7 Mb
Release : 2023-12-07
Category : Computers
ISBN : 9783031090349

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Classification and Data Science in the Digital Age by Paula Brito,José G. Dias,Berthold Lausen,Angela Montanari,Rebecca Nugent Pdf

The contributions gathered in this open access book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from functional data analysis to time series analysis, and network analysis. The applications reflect new analyses in a variety of fields, including medicine, marketing, genetics, engineering, and education. The book comprises selected and peer-reviewed papers presented at the 17th Conference of the International Federation of Classification Societies (IFCS 2022), held in Porto, Portugal, July 19–23, 2022. The IFCS federates the classification societies and the IFCS biennial conference brings together researchers and stakeholders in the areas of Data Science, Classification, and Machine Learning. It provides a forum for presenting high-quality theoretical and applied works, and promoting and fostering interdisciplinary research and international cooperation. The intended audience is researchers and practitioners who seek the latest developments and applications in the field of data science and classification.

ECAI 2023

K. Gal,A. Nowé,G.J. Nalepa
ECAI 2023 Book PDF

Author : K. Gal,A. Nowé,G.J. Nalepa
Publisher : IOS Press
Page : 3328 pages
File Size : 49,9 Mb
Release : 2023-10-18
Category : Computers
ISBN : 9781643684376

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ECAI 2023 by K. Gal,A. Nowé,G.J. Nalepa Pdf

Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.

The Golden Age of Data

Don Grady
The Golden Age of Data Book PDF

Author : Don Grady
Publisher : Routledge
Page : 241 pages
File Size : 44,5 Mb
Release : 2019-11-27
Category : Language Arts & Disciplines
ISBN : 9781000721720

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The Golden Age of Data by Don Grady Pdf

Audience and media analytics is more important now than ever, and this latest volume in the cutting-edge BEA Electronic Media Research Series collects some of the top scholars working with big data and analytics today. These chapters describe the development and help define media analytics as an academic discipline and professional practice. Understanding audiences is integral to creating and distributing media messages and the study of media analytics requires knowing a range of skills including research methods, the necessary tools available, familiarity with statistical procedures, and a mindset to provide insights and apply findings. This book summarizes the insights of analytics practitioners regarding the current state of legacy media analysis and social media analytics. Topics covered include the evolution of media technologies, the teaching of media measurement and analytics, the transition taking place in media research, and the use of media analytics to answer meaningful questions, drive content creation, and engage with audiences.

Building Bridges between Soft and Statistical Methodologies for Data Science

Luis A. García-Escudero,Alfonso Gordaliza,Agustín Mayo,María Asunción Lubiano Gomez,Maria Angeles Gil,Przemyslaw Grzegorzewski,Olgierd Hryniewicz
Building Bridges between Soft and Statistical Methodologies for Data Science Book PDF

Author : Luis A. García-Escudero,Alfonso Gordaliza,Agustín Mayo,María Asunción Lubiano Gomez,Maria Angeles Gil,Przemyslaw Grzegorzewski,Olgierd Hryniewicz
Publisher : Springer Nature
Page : 421 pages
File Size : 54,6 Mb
Release : 2022-08-24
Category : Computers
ISBN : 9783031155093

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Building Bridges between Soft and Statistical Methodologies for Data Science by Luis A. García-Escudero,Alfonso Gordaliza,Agustín Mayo,María Asunción Lubiano Gomez,Maria Angeles Gil,Przemyslaw Grzegorzewski,Olgierd Hryniewicz Pdf

Nowadays, data analysis is becoming an appealing topic due to the emergence of new data types, dimensions, and sources. This motivates the development of probabilistic/statistical approaches and tools to cope with these data. Different communities of experts, namely statisticians, mathematicians, computer scientists, engineers, econometricians, and psychologists are more and more interested in facing this challenge. As a consequence, there is a clear need to build bridges between all these communities for Data Science. This book contains more than fifty selected recent contributions aiming to establish the above referred bridges. These contributions address very different and relevant aspects such as imprecise probabilities, information theory, random sets and random fuzzy sets, belief functions, possibility theory, dependence modelling and copulas, clustering, depth concepts, dimensionality reduction of complex data and robustness.

Elgar Encyclopedia of Law and Data Science

Comandé, Giovanni
Elgar Encyclopedia of Law and Data Science Book PDF

Author : Comandé, Giovanni
Publisher : Edward Elgar Publishing
Page : 400 pages
File Size : 53,6 Mb
Release : 2022-02-18
Category : Law
ISBN : 9781839104596

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Elgar Encyclopedia of Law and Data Science by Comandé, Giovanni Pdf

This Encyclopedia brings together jurists, computer scientists, and data analysts to map the emerging field of data science and law for the first time, uncovering the challenges, opportunities, and fault lines that arise as these groups are increasingly thrown together by expanding attempts to regulate and adapt to a data-driven world. It explains the concepts and tools at the crossroads of the many disciplines involved in data science and law, bridging scientific and applied domains. Entries span algorithmic fairness, consent, data protection, ethics, healthcare, machine learning, patents, surveillance, transparency and vulnerability.

The Digital Age in Agriculture

Mehmet Metin Ozguven
The Digital Age in Agriculture Book PDF

Author : Mehmet Metin Ozguven
Publisher : CRC Press
Page : 307 pages
File Size : 43,5 Mb
Release : 2023-02-23
Category : Science
ISBN : 9781000826111

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The Digital Age in Agriculture by Mehmet Metin Ozguven Pdf

The Digital Age in Agriculture presents information related to the digital age in the agriculture sector. Agriculture is an essential activity for the continuity of life, yet is very labor-intensive and faces a wide variety of challenges. In the struggle against these difficulties, the superior features offered by technology provide important benefits. These technologies require expertise in various technical disciplines, and The Digital Age in Agriculture provides information to readers allowing them to make more informed decisions and giving them the opportunity to improve agricultural productivity. Written by Mehmet Metin Özgüven, an expert who has conducted field studies and with a working technical knowledge of various topics pertaining to the agriculture age, this book covers many subjects important to the age of digital agriculture, including precision agriculture and livestock farming, using agricultural robots and unmanned arial vehicles in agriculture practices, and image processing and machine vision. It is an essential read for researchers, agriculture sector workers, and agricultural engineers.

The Humanities in Transition from Postmodernism into the Digital Age

Nigel A. Raab
The Humanities in Transition from Postmodernism into the Digital Age Book PDF

Author : Nigel A. Raab
Publisher : Routledge
Page : 192 pages
File Size : 47,9 Mb
Release : 2020-05-31
Category : History
ISBN : 9781000091489

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The Humanities in Transition from Postmodernism into the Digital Age by Nigel A. Raab Pdf

The Humanities in Transition explores how the basic components of the digital age will have an impact on the most trusted theories of humanists. Over the past two generations, humanists have come to take basic postmodern theories for granted whether on language, knowledge or time. Yet Michel Foucault, Jacques Derrida and similar philosophers developed their ideas when the impact of this digital world could barely be imagined. The digital world, built on algorithms and massive amounts of data, operates on radically different principles. This volume analyzes these differences, demonstrating where an aging postmodernism cannot keep pace with today’s technologies. The book first introduces the major influence postmodern had on global thought before turning to algorithms, digital space, digital time, data visuals and the concept to digital forgeries. By taking a closer look at these themes, it establishes a platform to create more robust humanist theories for the third millennium. This book will appeal to graduate students and established scholars in the Digital Humanities who are looking for diverse and energetic theoretical approaches that can truly come to terms with the digital world.

Jewish Studies in the Digital Age

Gerben Zaagsma,Daniel Stökl Ben Ezra,Miriam Rürup,Michelle Margolis,Amalia S. Levi
Jewish Studies in the Digital Age Book PDF

Author : Gerben Zaagsma,Daniel Stökl Ben Ezra,Miriam Rürup,Michelle Margolis,Amalia S. Levi
Publisher : Walter de Gruyter GmbH & Co KG
Page : 390 pages
File Size : 49,6 Mb
Release : 2022-10-03
Category : History
ISBN : 9783110744828

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Jewish Studies in the Digital Age by Gerben Zaagsma,Daniel Stökl Ben Ezra,Miriam Rürup,Michelle Margolis,Amalia S. Levi Pdf

As in all fields and disciplines of the humanities, Jewish Studies scholars find themselves confronted with the rapidly increasing availability of digital resources (data), new technologies to interrogate and analyze them (tools), and the question of how to critically engage with these developments. This volume discusses how the digital turn has affected the field of Jewish Studies. It explores the current state of the art and probes how digital developments can be harnessed to address the specific questions, challenges and problems that Jewish Studies scholars confront. In a field characterised by dispersed sources, and heterogeneous scripts and languages that speak to a multitude of cultures and histories, of abundance as well as loss, what is the promise of Digital Humanities methods--and what are the challenges and pitfalls? The articles in this volume were originally presented at the international conference #DHJewish - Jewish Studies in the Digital Age, which was organised at the Centre for Contemporary and Digital History (C2DH) at University of Luxembourg in January 2021. The first big international conference of its kind, it brought together more than sixty scholars and heritage practitioners to discuss how the digital turn affects the field of Jewish Studies.

Archives in the Digital Age

Abderrazak Mkadmi
Archives in the Digital Age Book PDF

Author : Abderrazak Mkadmi
Publisher : John Wiley & Sons
Page : 240 pages
File Size : 42,6 Mb
Release : 2021-04-22
Category : Computers
ISBN : 9781119825005

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Archives in the Digital Age by Abderrazak Mkadmi Pdf

Archiving has become an increasingly complex process. The challenge is no longer how to store the data but how to store it intelligently, in order to exploit it over time, while maintaining its integrity and authenticity. Digital technologies bring about major transformations, not only in terms of the types of documents that are transferred to and stored in archives, in the behaviors and practices of the humanities and social sciences (digital humanities), but also in terms of the volume of data and the technological capacity for managing and preserving archives (Big Data). Archives in The Digital Age focuses on the impact of these various digital transformations on archives, and examines how the right to memory and the information of future generations is confronted with the right to be forgotten; a digital prerogative that guarantees individuals their private lives and freedoms.

Data Science and Artificial Intelligence

Chutiporn Anutariya,Marcello M. Bonsangue
Data Science and Artificial Intelligence Book PDF

Author : Chutiporn Anutariya,Marcello M. Bonsangue
Publisher : Springer Nature
Page : 368 pages
File Size : 52,9 Mb
Release : 2023-11-17
Category : Computers
ISBN : 9789819979691

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Data Science and Artificial Intelligence by Chutiporn Anutariya,Marcello M. Bonsangue Pdf

This book constitutes the proceedings of the First International Conference, DSAI 2023, held in Bangkok, Thailand, during November 27–30, 2023. The 22 full papers and the 4 short papers included in this volume were carefully reviewed and selected from 70 submissions. This volume focuses on ideas, methodologies, and cutting-edge research that can drive progress and foster interdisciplinary collaboration in the fields of data science and artificial intelligence.

Ethnography in the Open Science and Digital Age: New Debates, Dilemmas, and Issues

Colin Jerolmack,Alexandra Murphy ,Victoria Reyes
Ethnography in the Open Science and Digital Age New Debates Dilemmas and Issues Book PDF

Author : Colin Jerolmack,Alexandra Murphy ,Victoria Reyes
Publisher : Frontiers Media SA
Page : 127 pages
File Size : 45,7 Mb
Release : 2024-06-19
Category : Social Science
ISBN : 9782832546802

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Ethnography in the Open Science and Digital Age: New Debates, Dilemmas, and Issues by Colin Jerolmack,Alexandra Murphy ,Victoria Reyes Pdf

In the current moment, ethnography is caught up in a number of debates that have led ethnographers to reflect on classic methodological and ethical dilemmas in new ways. The “replication crisis” had led to a movement for “open science” (e.g., registering hypotheses in advance; sharing codes and data), but it seems unclear that recommended best practices are appropriate to ethnography. It’s even up for debate whether ethnography is more of a social science or a genre. The fact that many ethnographies are widely read invites questions and criticisms from beyond the ivory tower–including our subjects–about the ethics of representation (e.g., who has license to write about whom) and the extent to which journalistic standards of data verification and transparency (e.g., fact checking, naming sources) should apply to qualitative research. Some ethnographers are calling for more open, critical discussions about the embodied dimensions of fieldwork, including not only emotions but also issues like sexual intimacy and harassment. There’s also a growing expectation that ethnographers empower our subjects to represent and analyze themselves. What’s more, as more of social life is lived online, it becomes increasingly unclear where the boundaries of the “field site” should be drawn and whether ethnographic conventions can be applied wholesale to the study of digital spaces.

Management Consulting in the Era of the Digital Organization

David Brian Szabla
Management Consulting in the Era of the Digital Organization Book PDF

Author : David Brian Szabla
Publisher : IAP
Page : 236 pages
File Size : 54,6 Mb
Release : 2023-07-01
Category : Business & Economics
ISBN : 9798887303192

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Management Consulting in the Era of the Digital Organization by David Brian Szabla Pdf

The 4th Industrial Revolution is well underway. Our lives are changing at an exponential rate, resulting in a multi-faceted, deeply interconnected world. The digital revolution is integrating multiple technologies, which is leading to unprecedented paradigm shifts in the economy, management, and society. Entire systems across countries, industries, and societies are being transformed, triggering a transformation that is unlike anything humankind has ever experienced. Given the confluence of dramatic changes in organizational life, triggering emerging technology breakthroughs such as robotics, the internet of things, biotechnology, materials science, data science and big data, and quantum computing, this volume of the Research in Management Consulting series explores how the research and practice of management consulting is unfolding in a new era of profound shifts in the way researchers and consultants sense, think, and act. The authors of this volume bring both to scholars and practitioners the latest discussions of efforts to understand consulting in organizations amplified by the fusion of technologies across physical, digital, and biological worlds. They also bring to light a movement from human supervised artificial intelligence systems to fully autonomous artificial intelligence systems that have the potential to demonstrate intelligence beyond uman capabilities.

Data Science and Machine Learning

Dirk P. Kroese,Zdravko Botev,Thomas Taimre,Radislav Vaisman
Data Science and Machine Learning Book PDF

Author : Dirk P. Kroese,Zdravko Botev,Thomas Taimre,Radislav Vaisman
Publisher : CRC Press
Page : 538 pages
File Size : 43,6 Mb
Release : 2019-11-20
Category : Business & Economics
ISBN : 9781000730777

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Data Science and Machine Learning by Dirk P. Kroese,Zdravko Botev,Thomas Taimre,Radislav Vaisman Pdf

Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked-out examples Many concrete algorithms with actual code

Challenges and Opportunities for Knowledge Organization in the Digital Age

Fernanda Ribeiro,Maria Elisa Cerveira
Challenges and Opportunities for Knowledge Organization in the Digital Age Book PDF

Author : Fernanda Ribeiro,Maria Elisa Cerveira
Publisher : Ergon Verlag
Page : 995 pages
File Size : 42,6 Mb
Release : 2018-07-11
Category : Language Arts & Disciplines
ISBN : 9783956504211

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Challenges and Opportunities for Knowledge Organization in the Digital Age by Fernanda Ribeiro,Maria Elisa Cerveira Pdf

Thema der 15. Internationalen Konferenz der International Society for Knowledge Organization vom 9. bis 11. Juli 2018 in Porto ist "Challenges and Opportunities for Knowledge Organization in the Digital Age". Der Konferenzband fasst die Vorträge von Wissenschaftlern aus aller Welt zusammen.

Engaging Privacy and Information Technology in a Digital Age

National Research Council,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Committee on Privacy in the Information Age
Engaging Privacy and Information Technology in a Digital Age Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Committee on Privacy in the Information Age
Publisher : National Academies Press
Page : 451 pages
File Size : 45,9 Mb
Release : 2007-07-28
Category : Computers
ISBN : 9780309103923

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Engaging Privacy and Information Technology in a Digital Age by National Research Council,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Committee on Privacy in the Information Age Pdf

Privacy is a growing concern in the United States and around the world. The spread of the Internet and the seemingly boundaryless options for collecting, saving, sharing, and comparing information trigger consumer worries. Online practices of business and government agencies may present new ways to compromise privacy, and e-commerce and technologies that make a wide range of personal information available to anyone with a Web browser only begin to hint at the possibilities for inappropriate or unwarranted intrusion into our personal lives. Engaging Privacy and Information Technology in a Digital Age presents a comprehensive and multidisciplinary examination of privacy in the information age. It explores such important concepts as how the threats to privacy evolving, how can privacy be protected and how society can balance the interests of individuals, businesses and government in ways that promote privacy reasonably and effectively? This book seeks to raise awareness of the web of connectedness among the actions one takes and the privacy policies that are enacted, and provides a variety of tools and concepts with which debates over privacy can be more fruitfully engaged. Engaging Privacy and Information Technology in a Digital Age focuses on three major components affecting notions, perceptions, and expectations of privacy: technological change, societal shifts, and circumstantial discontinuities. This book will be of special interest to anyone interested in understanding why privacy issues are often so intractable.