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International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022)

Proceedings

Redigerad av Pablo García Bringas, Hilde Pérez García, Francisco Javier Martínez de Pisón, José Ramón Villar Flecha, Alicia Troncoso Lora, Enrique A. de la Cal, Álvaro Herrero, Francisco Martínez Álvarez, Giuseppe Psaila, Héctor Quintián, Emilio Corchado ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book of Lecture Notes in Networks and Systems contains accepted papers presented at the 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) and the 13th International Conference on EUropean Transnational Education (ICEUTE 2022). These conferences were held in the beautiful city of Salamanca, Spain, in September 2022.The aim of the CISIS ... Läs mer

1 856,66 kr

This book of Lecture Notes in Networks and Systems contains accepted papers presented at the 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) and the 13th International Conference on EUropean Transnational Education (ICEUTE 2022). These conferences were held in the beautiful city of Salamanca, Spain, in September 2022.The aim of the CISIS
... Läs mer
Data Science-Based Full-Lifespan Management of Lithium-Ion Battery

Manufacturing, Operation and Reutilization

av Kailong Liu, Yujie Wang, Xin Lai ...

Serie serie Engineering (R0)
This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization ... Läs mer

Gratis

This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization
... Läs mer
Advanced Natural Language Processing with TensorFlow 2

Build effective real-world NLP applications using NER, RNNs, seq2seq models, Transformers, and more

av Ashish Bansal ...

One-stop solution for NLP practitioners, ML developers, and data scientists to build effective NLP systems that can perform real-world complicated tasksKey FeaturesApply deep learning algorithms and techniques such as BiLSTMS, CRFs, BPE and more using TensorFlow 2Explore applications like text generation, summarization, weakly supervised labelling and moreRead cutting edge material with seminal ... Läs mer

352,97 kr eller gratis med Kobo Plus

One-stop solution for NLP practitioners, ML developers, and data scientists to build effective NLP systems that can perform real-world complicated tasksKey FeaturesApply deep learning algorithms and techniques such as BiLSTMS, CRFs, BPE and more using TensorFlow 2Explore applications like text generation, summarization, weakly supervised labelling and moreRead cutting edge material with seminal
... Läs mer
E-Manuskripte mit MS Word 2010

av Susanne Franz ...

Serie Bok 5 - Innovatives Publishingwissen für die Praxis
Die professionelle Bearbeitung von Word-Manuskripten ist essenziell für die anschließende Weiterverarbeitung in Satzsystemen, für die Aufbereitung als E-Book oder für die Übernahme in XML. Zu den Techniken, die dabei zum Einsatz kommen, gehört vor allem die Arbeit mit Dokument- und Formatvorlagen - ein zentrales Thema des vorliegenden Bandes. Zusätzlich besprochen werden weitere Word-Funktionen ... Läs mer

115,00 kr eller gratis med Kobo Plus

Die professionelle Bearbeitung von Word-Manuskripten ist essenziell für die anschließende Weiterverarbeitung in Satzsystemen, für die Aufbereitung als E-Book oder für die Übernahme in XML. Zu den Techniken, die dabei zum Einsatz kommen, gehört vor allem die Arbeit mit Dokument- und Formatvorlagen - ein zentrales Thema des vorliegenden Bandes. Zusätzlich besprochen werden weitere Word-Funktionen
... Läs mer
Collaborative Filtering Using Data Mining and Analysis

Redigerad av Vishal Bhatnagar ...

Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to sift through and categorize the overload of data while removing redundant material. Collaborative Filtering Using Data Mining and Analysis evaluates the latest patterns and trending topics in the utilization of data mining ... Läs mer

1 867,72 kr

Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to sift through and categorize the overload of data while removing redundant material. Collaborative Filtering Using Data Mining and Analysis evaluates the latest patterns and trending topics in the utilization of data mining
... Läs mer
インターネットデータは新時代:電子石油

av Joshua Tang ...

デジタル時代の到来により、個人が毎日生成するデータの量は爆発的に増加し、このデータは新しい時代の最も貴重なリソースである「電子石油」になりました。しかし、ほとんどの人は自分のデータの価値や権利、リスクを認識しておらず、データを効果的に活用したり保護したりすることができません。本書を書く目的は、読者が個人データの重要性を完全に理解し、データの背後にあるビジネスの可能性と社会的影響を明らかにし、公共データリテラシーとプライバシー意識を高め、データ権利の保護と公正な共有を促進し、それによって社会をより透明で公正かつ持続可能なデジタルの未来に導くことです。この本を通じて、読者は自分のデータの真のマスターになる方法を習得できるだけでなく、データ時代の機会をつかみ、個人と社会にとってWin-Winの状況を達成することができます。 ... Läs mer

46,89 kr eller gratis med Kobo Plus

デジタル時代の到来により、個人が毎日生成するデータの量は爆発的に増加し、このデータは新しい時代の最も貴重なリソースである「電子石油」になりました。しかし、ほとんどの人は自分のデータの価値や権利、リスクを認識しておらず、データを効果的に活用したり保護したりすることができません。本書を書く目的は、読者が個人データの重要性を完全に理解し、データの背後にあるビジネスの可能性と社会的影響を明らかにし、公共データリテラシーとプライバシー意識を高め、データ権利の保護と公正な共有を促進し、それによって社会をより透明で公正かつ持続可能なデジタルの未来に導くことです。この本を通じて、読者は自分のデータの真のマスターになる方法を習得できるだけでなく、データ時代の機会をつかみ、個人と社会にとってWin-Winの状況を達成することができます。
... Läs mer
Good Data

An Optimist's Guide to Our Digital Future

av Sam Gilbert ...

AN FT BUSINESS BOOK OF THE MONTHThe book that will make you rethink everything you thought you knew about data, privacy and the future of Big Tech.'We are currently living in a moment of extreme pessimism about data. This book will change your mind.'Almost everything we do generates data.Digital technology is now so pervasive that it's very hard to escape its influence, and with that growth comes ... Läs mer

101,86 kr

AN FT BUSINESS BOOK OF THE MONTHThe book that will make you rethink everything you thought you knew about data, privacy and the future of Big Tech.'We are currently living in a moment of extreme pessimism about data. This book will change your mind.'Almost everything we do generates data.Digital technology is now so pervasive that it's very hard to escape its influence, and with that growth comes
... Läs mer
Data Science Fundamentals and Practical Approaches

Understand Why Data Science Is the Next

av Dr. Rupam Kumar Sharma, Rupam Kumar Sharma ...

This book introduces the fundamental concepts of Data Science, which has proved to be a major game-changer in business solving problems. Topics covered in the book include fundamentals of Data Science, data preprocessing, data plotting and visualization, statistical data analysis, machine learning for data analysis, time-series analysis, deep learning for Data Science, social media analytics, ... Läs mer

163,02 kr eller gratis med Kobo Plus

This book introduces the fundamental concepts of Data Science, which has proved to be a major game-changer in business solving problems. Topics covered in the book include fundamentals of Data Science, data preprocessing, data plotting and visualization, statistical data analysis, machine learning for data analysis, time-series analysis, deep learning for Data Science, social media analytics,
... Läs mer
Emerging Challenges in Intelligent Management Information Systems

Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024 - IMIS Workshop. Volume 2

Redigerad av Marcin Hernes, Jaroslaw Wątróbski, Artur Rot ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management ... Läs mer

2 541,46 kr

This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management
... Läs mer
Hands-On Artificial Intelligence for IoT

Expert machine learning and deep learning techniques for developing smarter IoT systems

av Amita Kapoor, Hector Duran Lopez-Velarde ...

Build smarter systems by combining artificial intelligence and the Internet of Things—two of the most talked about topics todayKey FeaturesLeverage the power of Python libraries such as TensorFlow and Keras to work with real-time IoT dataProcess IoT data and predict outcomes in real time to build smart IoT modelsCover practical case studies on industrial IoT, smart cities, and home automationBook ... Läs mer

445,19 kr eller gratis med Kobo Plus

Build smarter systems by combining artificial intelligence and the Internet of Things—two of the most talked about topics todayKey FeaturesLeverage the power of Python libraries such as TensorFlow and Keras to work with real-time IoT dataProcess IoT data and predict outcomes in real time to build smart IoT modelsCover practical case studies on industrial IoT, smart cities, and home automationBook
... Läs mer
Elasticsearch 7.0 Cookbook

Over 100 recipes for fast, scalable, and reliable search for your enterprise

av Alberto Paro ...

Search, analyze, and manage data effectively with Elasticsearch 7Key FeaturesExtend Elasticsearch functionalities and learn how to deploy on Elastic CloudDeploy and manage simple Elasticsearch nodes as well as complex cluster topologiesExplore the capabilities of Elasticsearch 7 with easy-to-follow recipesBook DescriptionElasticsearch is a Lucene-based distributed search server that allows users ... Läs mer

445,19 kr eller gratis med Kobo Plus

Search, analyze, and manage data effectively with Elasticsearch 7Key FeaturesExtend Elasticsearch functionalities and learn how to deploy on Elastic CloudDeploy and manage simple Elasticsearch nodes as well as complex cluster topologiesExplore the capabilities of Elasticsearch 7 with easy-to-follow recipesBook DescriptionElasticsearch is a Lucene-based distributed search server that allows users
... Läs mer
Digital Technology and Sustainability

Engaging the Paradox

Redigerad av Mike Hazas, Lisa Nathan ...

Serie serie Routledge Studies in Sustainability
This book brings together diverse voices from across the field of sustainable human computer interaction (SHCI) to discuss what it means for digital technology to support sustainability and how humans and technology can work together optimally for a more sustainable future.Contemporary digital technologies are hailed by tech companies, governments and academics as leading-edge solutions to the ... Läs mer

748,64 kr

This book brings together diverse voices from across the field of sustainable human computer interaction (SHCI) to discuss what it means for digital technology to support sustainability and how humans and technology can work together optimally for a more sustainable future.Contemporary digital technologies are hailed by tech companies, governments and academics as leading-edge solutions to the
... Läs mer
Python Business Intelligence Cookbook

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions

av Robert Dempsey ...

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions.Key Features\[\*\]Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical, easy-to-follow guide.\[\*\]Learn to apply Python for business intelligence tasks—preparing, ... Läs mer

352,97 kr eller gratis med Kobo Plus

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions.Key Features\[\*\]Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical, easy-to-follow guide.\[\*\]Learn to apply Python for business intelligence tasks—preparing,
... Läs mer
Microsoft SharePoint 2013 Disaster Recovery Guide

Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013

av Peter Ward ...

Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013Key FeaturesDesign, implement, test, and execute solid disaster recovery plans for your SharePoint environment with this essential guideLearn outofthebox backup and restore proceduresImplement a solid disaster recovery strategy for custom development environmentsA quick handson guide to get ... Läs mer

392,19 kr eller gratis med Kobo Plus

Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013Key FeaturesDesign, implement, test, and execute solid disaster recovery plans for your SharePoint environment with this essential guideLearn outofthebox backup and restore proceduresImplement a solid disaster recovery strategy for custom development environmentsA quick handson guide to get
... Läs mer
机器学习开发者指南

Chinese Edition

av Posts & Telecom Press, Rodolfo Bonnin ...

一本通过学习统计、分析和机器学习的方法，来提升开发者解决日常问题的能力的指南Key Features通过有趣的示例实现回归、聚类、分类、神经网络Book Description本书将带领读者学习如何实施各种机器学习技术及其日常应用的开发。本书分为9章，从易于掌握的语言基础数据和数学模型开始，向读者介绍机器学习领域中使用的各种库和框架，然后通过有趣的示例实现回归、聚类、分类、神经网络等，从而解决如图像分析、自然语言处理和时间序列数据的异常检测等实际问题。本书适合机器学习的开发人员、数据分析人员、机器学习领域的从业人员，以及想要学习机器学习的技术爱好者阅读。使用任何脚本语言的编程人员都可以阅读本书，但如果熟悉Python语言的话，将有助于充分理解本书的内容。What you will learn通过简单易懂的方法学习数学和机器学习的原理；了解广泛使用的机器学习算法和技术 ... Läs mer

376,29 kr eller gratis med Kobo Plus

一本通过学习统计、分析和机器学习的方法，来提升开发者解决日常问题的能力的指南Key Features通过有趣的示例实现回归、聚类、分类、神经网络Book Description本书将带领读者学习如何实施各种机器学习技术及其日常应用的开发。本书分为9章，从易于掌握的语言基础数据和数学模型开始，向读者介绍机器学习领域中使用的各种库和框架，然后通过有趣的示例实现回归、聚类、分类、神经网络等，从而解决如图像分析、自然语言处理和时间序列数据的异常检测等实际问题。本书适合机器学习的开发人员、数据分析人员、机器学习领域的从业人员，以及想要学习机器学习的技术爱好者阅读。使用任何脚本语言的编程人员都可以阅读本书，但如果熟悉Python语言的话，将有助于充分理解本书的内容。What you will learn通过简单易懂的方法学习数学和机器学习的原理；了解广泛使用的机器学习算法和技术
... Läs mer
Geospatial Data Science

A Hands-on Approach for Building Geospatial Applications using Linked Data Technologies

Redigerad av Manolis Koubarakis ...

Serie serie ACM Books
This introductory textbook teaches the simple development of geospatial applications based on the principles and software tools of geospatial data science. It introduces a new generation of geospatial technologies that have emerged from the development of the Semantic Web and the linked data paradigm, and shows how data scientists can use them to build environmental applications easily.Geospatial ... Läs mer

398,03 kr

This introductory textbook teaches the simple development of geospatial applications based on the principles and software tools of geospatial data science. It introduces a new generation of geospatial technologies that have emerged from the development of the Semantic Web and the linked data paradigm, and shows how data scientists can use them to build environmental applications easily.Geospatial
... Läs mer
Digital and Information Technologies in Economics and Management

Proceedings of the International Scientific and Practical Conference "Digital and Information Technologies in Economics and Management" (DITEM2023)

Redigerad av Arthur Gibadullin ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book covers the III International Scientific and Practical Conference "Digital and Information Technologies in Economics and Management" (DITEM2023) which was held on November 21–23, 2023.The conference addressed issues of networks and systems related to the use of information technologies in economics and management of various sectors. A distinctive feature of the conference is that it ... Läs mer

2 204,80 kr

This book covers the III International Scientific and Practical Conference "Digital and Information Technologies in Economics and Management" (DITEM2023) which was held on November 21–23, 2023.The conference addressed issues of networks and systems related to the use of information technologies in economics and management of various sectors. A distinctive feature of the conference is that it
... Läs mer
Microsoft Fabric - The Big Picture

av Claude Louis-Charles, Todd Pliner ...

Microsoft Fabric is reshaping the future of data, analytics, and AI-and this book is the essential guide for every manager, architect, and engineer who must lead their organization through that transformation.In a world overwhelmed by fragmented tools, duplicated data, and rising AI expectations, Microsoft Fabric Handbook delivers a clear, authoritative roadmap for unifying your analytics estate, ... Läs mer

69,63 kr

Microsoft Fabric is reshaping the future of data, analytics, and AI-and this book is the essential guide for every manager, architect, and engineer who must lead their organization through that transformation.In a world overwhelmed by fragmented tools, duplicated data, and rising AI expectations, Microsoft Fabric Handbook delivers a clear, authoritative roadmap for unifying your analytics estate,
... Läs mer
Neural Search - From Prototype to Production with Jina

Build deep learning–powered search systems that you can deploy and manage with ease

av Bo Wang, Cristian Mitroi, Feng Wang, Shubham Saboo, Jina AI, Susana Guzmán ...

Implement neural search systems on the cloud by leveraging Jina design patternsKey FeaturesIdentify the different search techniques and discover applications of neural searchGain a solid understanding of vector representation and apply your knowledge in neural searchUnlock deeper levels of knowledge of Jina for neural searchBook DescriptionSearch is a big and ever-growing part of the tech ... Läs mer

422,93 kr eller gratis med Kobo Plus

Implement neural search systems on the cloud by leveraging Jina design patternsKey FeaturesIdentify the different search techniques and discover applications of neural searchGain a solid understanding of vector representation and apply your knowledge in neural searchUnlock deeper levels of knowledge of Jina for neural searchBook DescriptionSearch is a big and ever-growing part of the tech
... Läs mer
Networks in the Global World V

Proceedings of NetGloW 2020

Redigerad av Artem Antonyuk, Nikita Basov ...

Serie serie Springer Nature Proceedings excluding Computer Science
This proceedings book presents state-of-the-art developments in theory, methodology, and applications of network analysis across sociology, computational science, education research, literature studies, political science, international relations, social media research, and urban studies. The papers comprising this collection were presented at the Fifth ‘Networks in the Global World’ conference ... Läs mer

1 624,56 kr

This proceedings book presents state-of-the-art developments in theory, methodology, and applications of network analysis across sociology, computational science, education research, literature studies, political science, international relations, social media research, and urban studies. The papers comprising this collection were presented at the Fifth ‘Networks in the Global World’ conference
... Läs mer
Advances in Robotics, Automation and Data Analytics

Selected Papers from iCITES 2020

Redigerad av Jessnor Arif Mat Jizat, Ismail Mohd Khairuddin, Mohd Azraai Mohd Razman, Ahmad Fakhri Ab. Nasir, Mohamad Shaiful Abdul Karim, Abdul Aziz Jaafar, Lim Wei Hong, Anwar P. P. Abdul Majeed, Pengcheng Liu, Hyun Myung, Han-Lim Choi, Gian-Antonio Susto ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book presents essentially a collection of proceedings that deliberate on the key challenges and recent trends on robotics, automation and data analytics which are the pillars of Industry 4.0. Solutions that are employed in the multitude spectra of innovative robotics & automation and data analytics are discussed. The readers are expected to gain an insightful view on the current trends, ... Läs mer

2 320,85 kr

This book presents essentially a collection of proceedings that deliberate on the key challenges and recent trends on robotics, automation and data analytics which are the pillars of Industry 4.0. Solutions that are employed in the multitude spectra of innovative robotics & automation and data analytics are discussed. The readers are expected to gain an insightful view on the current trends,
... Läs mer
Monetarisierung von technischen Daten

Innovationen aus Industrie und Forschung

Redigerad av Daniel Trauth, Thomas Bergs, Wolfgang Prinz ...

Serie serie Computer Science and Engineering (German Language)
Die Monetarisierung von Daten ist per se ein sehr junges Thema, zu dem es nur sehr vereinzelt Fallbeispiele gibt. Es fehlt an einer Strategie bzw. einem Konzept, das Führungskräften den Weg in die Monetarisierung von Daten zeigt, insbesondere jenen, die die Digitale Transformation bzw. Industrie 4.0 für sich entdeckt haben oder davon bedroht sind. Weil Maschinendaten meist unstrukturiert und ohne ... Läs mer

1 192,86 kr

Die Monetarisierung von Daten ist per se ein sehr junges Thema, zu dem es nur sehr vereinzelt Fallbeispiele gibt. Es fehlt an einer Strategie bzw. einem Konzept, das Führungskräften den Weg in die Monetarisierung von Daten zeigt, insbesondere jenen, die die Digitale Transformation bzw. Industrie 4.0 für sich entdeckt haben oder davon bedroht sind. Weil Maschinendaten meist unstrukturiert und ohne
... Läs mer
Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

Redigerad av Aboul-Ella Hassanien, Nilanjan Dey, Sally Elghamrawy ...

Serie serie Computer Science (R0)
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 ... Läs mer

1 044,32 kr

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
... Läs mer
Blockchain’s Transformative Potential of Financial Technology for Sustainable Futures

Redigerad av Vikas Sharma, Munish Gupta, Nilesh Arora, Alvaro Rocha ...

Serie serie Intelligent Technologies and Robotics (R0)
"Blockchain's Transformative Potential of Financial Technology for Sustainable Futures" delves into the groundbreaking impact of blockchain technology on the financial sector, highlighting its potential to foster sustainable development. This comprehensive volume brings together a diverse array of experts who explore how blockchain can revolutionize financial technology (FinTech) by enhancing ... Läs mer

2 541,46 kr

"Blockchain's Transformative Potential of Financial Technology for Sustainable Futures" delves into the groundbreaking impact of blockchain technology on the financial sector, highlighting its potential to foster sustainable development. This comprehensive volume brings together a diverse array of experts who explore how blockchain can revolutionize financial technology (FinTech) by enhancing
... Läs mer

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Rekommenderas för dig

Databehandling E-böcker

International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022)

Data Science-Based Full-Lifespan Management of Lithium-Ion Battery

Advanced Natural Language Processing with TensorFlow 2

E-Manuskripte mit MS Word 2010

Collaborative Filtering Using Data Mining and Analysis

インターネットデータは新時代:電子石油

Good Data

Data Science Fundamentals and Practical Approaches

Emerging Challenges in Intelligent Management Information Systems

Hands-On Artificial Intelligence for IoT

Elasticsearch 7.0 Cookbook

Digital Technology and Sustainability

Python Business Intelligence Cookbook

Microsoft SharePoint 2013 Disaster Recovery Guide

机器学习开发者指南

Geospatial Data Science

Digital and Information Technologies in Economics and Management

Microsoft Fabric - The Big Picture

Neural Search - From Prototype to Production with Jina

Networks in the Global World V

Advances in Robotics, Automation and Data Analytics

Monetarisierung von technischen Daten

Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

Blockchain’s Transformative Potential of Financial Technology for Sustainable Futures