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Recent Advancements in Multi-View Data Analytics

Recent Advancements in Multi-View Data Analytics
Author: Witold Pedrycz
Publisher: Springer Nature
Total Pages: 346
Release: 2022-05-20
Genre: Computers
ISBN: 3030952398
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This book provides timely studies on multi-view facets of data analytics by covering recent trends in processing and reasoning about data originating from an array of local sources. A multi-view nature of data analytics is encountered when working with a variety of real-world scenarios including clustering, consensus building in decision processes, computer vision, knowledge representation, big data, data streaming, among others. The chapters demonstrate recent pursuits in the methodology, theory, advanced algorithms, and applications of multi-view data analytics and bring new perspectives of data interpretation. The timely book will appeal to a broad readership including both researchers and practitioners interested in gaining exposure to the rapidly growing trend of multi-view data analytics and intelligent systems.

The Routledge Handbook of Human Research Ethics and Integrity in Australia

The Routledge Handbook of Human Research Ethics and Integrity in Australia
Author: Bruce M. Smyth
Publisher: Taylor & Francis
Total Pages: 486
Release: 2024-10-23
Genre: Psychology
ISBN: 1040144829
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The Routledge Handbook of Human Research Ethics and Integrity in Australia highlights why it is important to look at the subject of human research ethics and integrity within the Australian context, and what the Australian perspective can offer to all researchers in the social sciences and humanities globally. Australia has one of the world’s most rigorous ethics governance frameworks. This edited collection comprises 35 chapters, compiled with the aim of presenting human research ethics and integrity in a way that can be readily understood and applied by undergraduate and postgraduate students, early career and seasoned researchers, Human Research Ethics Committee members, and those who work in the administration of human research ethics. Chapters that focus on research ethics with Aboriginal and Torres Strait Islander people are likely to be of great interest to an international audience interested in Indigenous research ethics more broadly. This collection will act as a prism through which ethical ‘first principles’ can be seen afresh from the vista of contemporary Australian research ethics frameworks. The issues raised in this collection are likely to resonate beyond the Australian context and will speak to researchers and educators in a variety of settings who find themselves grappling with thorny ethical issues ranging from the rapid evolution of data security and privacy concerns to research about cultural heritage and ethical approaches to Indigenous cultural and intellectual property.

Linking and Mining Heterogeneous and Multi-view Data

Linking and Mining Heterogeneous and Multi-view Data
Author: Deepak P
Publisher: Springer
Total Pages: 343
Release: 2019-02-04
Genre: Technology & Engineering
ISBN: 9783030018719
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This book highlights research in linking and mining data from across varied data sources. The authors focus on recent advances in this burgeoning field of multi-source data fusion, with an emphasis on exploratory and unsupervised data analysis, an area of increasing significance with the pace of growth of data vastly outpacing any chance of labeling them manually. The book looks at the underlying algorithms and technologies that facilitate the area within big data analytics, it covers their applications across domains such as smarter transportation, social media, fake news detection and enterprise search among others. This book enables readers to understand a spectrum of advances in this emerging area, and it will hopefully empower them to leverage and develop methods in multi-source data fusion and analytics with applications to a variety of scenarios. Includes advances on unsupervised, semi-supervised and supervised approaches to heterogeneous data linkage and fusion; Covers use cases of analytics over multi-view and heterogeneous data from across a variety of domains such as fake news, smarter transportation and social media, among others; Provides a high-level overview of advances in this emerging field and empowers the reader to explore novel applications and methodologies that would enrich the field.

Recent Advances in Data Science

Recent Advances in Data Science
Author: Henry Han
Publisher: Springer Nature
Total Pages: 295
Release: 2020-09-28
Genre: Computers
ISBN: 9811587604
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This book constitutes selected papers of the ​Third International Conference on Data Science, Medicine and Bioinformatics, IDMB 2019, held in Nanning, China, in June 2019. The 19 full papers and 1 short paper were carefully reviewed and selected from 93 submissions. The papers are organized according to the following topical sections: business data science: fintech, management, and analytics.- health and biological data science.- novel data science theory and applications.

Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications

Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications
Author: Gilberto Rivera
Publisher: Springer Nature
Total Pages: 597
Release: 2023-10-20
Genre: Computers
ISBN: 3031383257
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In the age of transformative artificial intelligence (AI), which has the potential to revolutionize our lives, this book provides a comprehensive exploration of successful research and applications in AI and data analytics. Covering innovative approaches, advanced algorithms, and data analysis methodologies, this book addresses complex problems across topics such as machine learning, pattern recognition, data mining, optimization, and predictive modeling. With clear explanations, practical examples, and cutting-edge research, this book seeks to expand the understanding of a wide readership, including students, researchers, practitioners, and technology enthusiasts eager to explore these exciting fields. Featuring real-world applications in education, health care, climate modeling, cybersecurity, smart transportation, conversational systems, and material analysis, among others, this book highlights how these technologies can drive innovation and generate competitive advantages.

Recent Advances on Soft Computing and Data Mining

Recent Advances on Soft Computing and Data Mining
Author: Rozaida Ghazali
Publisher: Springer
Total Pages: 537
Release: 2018-01-11
Genre: Technology & Engineering
ISBN: 3319725505
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This book offers a systematic overview of the concepts and practical techniques that readers need to get the most out of their large-scale data mining projects and research studies. It guides them through the data-analytical thinking essential to extract useful information and obtain commercial value from the data. Presenting the outcomes of International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6–8, 2018, it provides a well-balanced integration of soft computing and data mining techniques. The two constituents are brought together in various combinations of applications and practices. To thrive in these data-driven ecosystems, researchers, engineers, data analysts, practitioners, and managers must understand the design choice and options of soft computing and data mining techniques, and as such this book is a valuable resource, helping readers solve complex benchmark problems and better appreciate the concepts, tools, and techniques employed.

Video Data Analytics for Smart City Applications: Methods and Trends

Video Data Analytics for Smart City Applications: Methods and Trends
Author: Abhishek Singh Rathore
Publisher: Bentham Science Publishers
Total Pages: 150
Release: 2023-04-20
Genre: Computers
ISBN: 981512370X
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Video data analytics is rapidly evolving and transforming the way we live in urban environments. Video Data Analytics for Smart City Applications: Methods and Trends, data science experts present a comprehensive review of the latest advances and trends in video analytics technologies and their extensive applications in smart city planning and engineering. The book covers a wide range of topics including object recognition, action recognition, violence detection, and tracking, exploring deep learning approaches and other techniques for video data analytics. It also discusses the key enabling technologies for smart cities and homes and the scope and application of smart agriculture in smart cities. Moreover, the book addresses the challenges and security issues in terahertz band for wireless communication and the empirical impact of AI and IoT on performance management. One contribution also provides a review of the progress in achieving the Jal Jeevan Mission Goals for institutional capacity building in the Indian State of Chhattisgarh. For researchers, computer scientists, data analytics professionals, smart city planners and engineers, this book provides detailed references for further reading and demonstrates how technologies are serving their use-cases in the smart city. The book highlights the advances and trends in video analytics technologies and extensively addresses key themes, making it an essential resource for anyone looking to gain a comprehensive understanding of video data analytics for smart city applications.

Advances in Robotics, Automation and Data Analytics

Advances in Robotics, Automation and Data Analytics
Author: Jessnor Arif Mat Jizat
Publisher: Springer Nature
Total Pages: 415
Release: 2021-03-10
Genre: Technology & Engineering
ISBN: 3030709175
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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, issues, mitigating factors as well as solutions from the book. This book consists of selected papers presented at the 2nd International Conference on Innovative Technology, Engineering and Sciences 2020 (iCITES) hosted virtually by Universiti Malaysia Pahang on 22nd December 2020. iCITES is a biennial conference, aimed at building a platform that allows relevant stakeholders to share and discuss their latest researches, ideas and survey reports from theoretical to a practical standpoint especially in the Innovative Robotics & Automation and Data Analytics tracks which was published in this book.

Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology

Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology
Author: Roumen Kountchev
Publisher: Springer Nature
Total Pages: 512
Release: 2020-04-20
Genre: Technology & Engineering
ISBN: 9811538670
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This book gathers selected papers presented at the conference “Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology,” one of the first initiatives devoted to the problems of 3D imaging in all contemporary scientific and application areas. The aim of the conference was to establish a platform for experts to combine their efforts and share their ideas in the related areas in order to promote and accelerate future development. This second volume discusses algorithms and applications, focusing mainly on the following topics: 3D printing technologies; naked, dynamic and auxiliary 3D displays; VR/AR/MR devices; VR camera technologies; microprocessors for 3D data processing; advanced 3D computing systems; 3D data-storage technologies; 3D data networks and technologies; 3D data intelligent processing; 3D data cryptography and security; 3D visual quality estimation and measurement; and 3D decision support and information systems.