Improving Computational And Human Efficiency In Large Scale Data Analytics

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Frontiers in Massive Data Analysis

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309287812
Total Pages : 191 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Frontiers in Massive Data Analysis by : National Research Council

Download or read book Frontiers in Massive Data Analysis written by National Research Council and published by National Academies Press. This book was released on 2013-09-03 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023)

Author : Guiyun Guan
Publisher : Springer Nature
ISBN 13 : 946463264X
Total Pages : 938 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023) by : Guiyun Guan

Download or read book Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023) written by Guiyun Guan and published by Springer Nature. This book was released on 2023-10-29 with total page 938 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.Amidst the advancement of modern science and technology, especially the development of information technology, our society has entered a stage of highly developed information technology. We should do our utmost to utilize the achievements yielded by scientific and technological innovation, vigorously promote the informatization of education management, and provide quality services for education and teaching. The importance of information technology education in educational management simply cannot be overstated. Educational management is closely related to college education and teaching. Only through good educational management can education and teaching proceed smoothly. The realization of education management information is conducive to the propulsion of high efficiency in school management, as well as to the smooth implementation of teaching objectives and better participation of students and parents in school management. Informationization is the mainstream of the world's economic development, while informationization of teaching management is the product of adapting to the demand of time development. We educational management workers should learn from the excellent educational managers at home and abroad, strive to improve their information level, and synchronize with the Times. In order to provide a more convenient and efficient communication platform for relevant academic researchers, we organized the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023). 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023) will be held on July 21–23, 2023 in Qingdao, China. EIMSS 2023 aims to bring together innovative academics and industrial experts in the field of Education, Information Management and Service Science to a common forum. The primary goal of the conference is to stimulate research and developmental activities in Education, Information Management and Service Science, and another goal is to facilitate the scientific exchange of information between researchers, developers, engineers, students, and practitioners working all around the world. As an ideal platform for individuals to exchange views and experiences in Education, Information Management, Service Science, and related domains, the conference will convene annually. We warmly invite you to participate in EIMSS 2023 and look forward to seeing you in Qingdao!

Multidisciplinary International Conference on Innovations in Education Science & Technology ICIEST-2023

Author : Prof. (Dr.) B.K Sarkar
Publisher : GEH PRESS
ISBN 13 :
Total Pages : 393 pages
Book Rating : 4.9/5 (898 download)

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Book Synopsis Multidisciplinary International Conference on Innovations in Education Science & Technology ICIEST-2023 by : Prof. (Dr.) B.K Sarkar

Download or read book Multidisciplinary International Conference on Innovations in Education Science & Technology ICIEST-2023 written by Prof. (Dr.) B.K Sarkar and published by GEH PRESS . This book was released on 2023-12-15 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The central motive of the International Conference is to throw up a number of new ideas and solutions to address the present-day challenges in the fields of 1: Science, Technology, Engineering and Mathematics. 2: Economics / Accounts. 3: Architecture and Design, Business, Divinity, Education, Engineering, Environmental Studies and Forestry, Family and Consumer Science, Health Sciences ,Human Physical Performance and Recreation, Journalism, Media Studies and Communication ,Law ,Library and Museum Studies ,Military Sciences ,Public Administration ,Social Work ,Transportation, Fine arts, Agricultural education, Management ,Social sciences , Physics, Chemistry, Business and commerce. 4: Health oriented education, Medical, Pharmacy, Dentel, Ayurveda, and Yoga. 5: English, Regional Language(s), Maths, Science, Social Sciences, Physical Education Computer Basics, Arts (Drawing) 6: History, Languages and linguistics, Literature, Performing arts, Philosophy, Religion and Religious studies, Visual arts. 7: Anthropology, Archaeology, Area Studies, Cultural and Ethnic Studies, Economics Gender and Sexuality Studies, Geography, Political Science, Psychology, Sociology. 8: Chemistry, Earth Sciences, Life Sciences, Physics, Space Sciences. 9: Computer Sciences, Logic, Mathematics, Statistics, Systems Science. The scope of the conference is broad and covers many aspects of international research prospective. This conference aims to provide a scholarly platform for participants to publish their research in reputed International Journals. The authors have incredible opportunity to present/5- Minute Video their research virtually and present findings worldwide that will not only help them gain the necessary exposure that they need to make their research work known in global scientific circles but also open the door to incredible opportunities for collaboration and conducting further research.

Introduction to Computational Health Informatics

Author : Arvind Kumar Bansal
Publisher : CRC Press
ISBN 13 : 1000761592
Total Pages : 784 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Introduction to Computational Health Informatics by : Arvind Kumar Bansal

Download or read book Introduction to Computational Health Informatics written by Arvind Kumar Bansal and published by CRC Press. This book was released on 2020-01-08 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development

Author :
Publisher : Springer Nature
ISBN 13 : 9464635126
Total Pages : 748 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis by :

Download or read book written by and published by Springer Nature. This book was released on with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data Analytics for Large-Scale Multimedia Search

Author : Stefanos Vrochidis
Publisher : John Wiley & Sons
ISBN 13 : 1119377005
Total Pages : 444 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Big Data Analytics for Large-Scale Multimedia Search by : Stefanos Vrochidis

Download or read book Big Data Analytics for Large-Scale Multimedia Search written by Stefanos Vrochidis and published by John Wiley & Sons. This book was released on 2019-03-18 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day is enormous and is growing at an exponential rate, creating a great need for new and more efficient approaches for large scale multimedia search. This book addresses that need, covering the area of multimedia retrieval and placing a special emphasis on scalability. It reports the recent works in large scale multimedia search, including research methods and applications, and is structured so that readers with basic knowledge can grasp the core message while still allowing experts and specialists to drill further down into the analytical sections. Big Data Analytics for Large-Scale Multimedia Search covers: representation learning, concept and event-based video search in large collections; big data multimedia mining, large scale video understanding, big multimedia data fusion, large-scale social multimedia analysis, privacy and audiovisual content, data storage and management for big multimedia, large scale multimedia search, multimedia tagging using deep learning, interactive interfaces for big multimedia and medical decision support applications using large multimodal data. Addresses the area of multimedia retrieval and pays close attention to the issue of scalability Presents problem driven techniques with solutions that are demonstrated through realistic case studies and user scenarios Includes tables, illustrations, and figures Offers a Wiley-hosted BCS that features links to open source algorithms, data sets and tools Big Data Analytics for Large-Scale Multimedia Search is an excellent book for academics, industrial researchers, and developers interested in big multimedia data search retrieval. It will also appeal to consultants in computer science problems and professionals in the multimedia industry.

Big Data

Author :
Publisher :
ISBN 13 :
Total Pages : 156 pages
Book Rating : 4.:/5 (728 download)

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Book Synopsis Big Data by :

Download or read book Big Data written by and published by . This book was released on 2011 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ICIDC 2022

Author : Zuriati Ahmad Zukarnain
Publisher : European Alliance for Innovation
ISBN 13 : 1631903691
Total Pages : 2599 pages
Book Rating : 4.6/5 (319 download)

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Book Synopsis ICIDC 2022 by : Zuriati Ahmad Zukarnain

Download or read book ICIDC 2022 written by Zuriati Ahmad Zukarnain and published by European Alliance for Innovation. This book was released on 2022-10-13 with total page 2599 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2022 International Conference on Information Economy, Data Modeling and Cloud Computing (ICIDC 2022) was successfully held in Qingdao, China from June 17 to 19, 2022. Under the impact of COVID-19, ICIDC 2022 was held adopting a combination of online and offline conference. During this conference, we were greatly honored to have Prof Datuk Dr Hj Kasim Hj Md Mansur from Universiti Malaysia Sabah, Malaysia to serve as our Conference Chairman. And there were 260 individuals attending the conference. The conference agenda was composed of keynote speeches, oral presentations, and online Q&A discussion. The proceedings of ICIDC 2022 cover various topics, including Big Data Finance, E-Commerce and Digital Business, Modeling Method, 3D Modeling, Internet of Things, Cloud Computing Platform, etc. All the papers have been checked through rigorous review and processes to meet the requirements of publication. Data modeling allows us to obtain the dynamic change trend of various indicator data, so how to use big data information to model and study the development trend of economic operation plan is of great significance. And that is exactly the purpose of this conference, focusing on the application of big data in the economic field as well as conducting more profound research in combination with cloud computing.

Innovative Mobile and Internet Services in Ubiquitous Computing

Author : Leonard Barolli
Publisher : Springer
ISBN 13 : 3319615424
Total Pages : 1017 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Innovative Mobile and Internet Services in Ubiquitous Computing by : Leonard Barolli

Download or read book Innovative Mobile and Internet Services in Ubiquitous Computing written by Leonard Barolli and published by Springer. This book was released on 2017-07-03 with total page 1017 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest research advances, new methods and development techniques, challenges and solutions from both theoretical and practical perspectives related to Ubiquitous and Pervasive Computing (UPC), with an emphasis on innovative, mobile and internet services. With the proliferation of wireless technologies and electronic devices, there is a rapidly growing interest in UPC, which makes it possible to create human-oriented computing environments in which computer chips are embedded in everyday objects and interact with the physical world. With UPC, people can go online even while moving around, thus enjoying nearly permanent access to their preferred services. Though it holds the potential to revolutionize our lives, UPC also poses a number of new research challenges. The book gathers the proceedings of the 11th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2017), held on June 28–June 30, 2017 in Torino, Italy.

Computational Methods for Communication Science

Author : Wouter van Atteveldt
Publisher : Routledge
ISBN 13 : 1000370224
Total Pages : 175 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Computational Methods for Communication Science by : Wouter van Atteveldt

Download or read book Computational Methods for Communication Science written by Wouter van Atteveldt and published by Routledge. This book was released on 2021-03-29 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Methods for Communication Science showcases the use of innovative computational methods in the study of communication. This book discusses the validity of using big data in communication science and showcases a number of new methods and applications in the fields of text and network analysis. Computational methods have the potential to greatly enhance the scientific study of communication because they allow us to move towards collaborative large-N studies of actual behavior in its social context. This requires us to develop new skills and infrastructure and meet the challenges of open, valid, reliable, and ethical "big data" research. This volume brings together a number of leading scholars in this emerging field, contributing to the increasing development and adaptation of computational methods in communication science. The chapters in this book were originally published as a special issue of the journal Communication Methods and Measures.

Advances in Computational Intelligence for the Healthcare Industry 4.0

Author : Shah, Imdad Ali
Publisher : IGI Global
ISBN 13 :
Total Pages : 389 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Advances in Computational Intelligence for the Healthcare Industry 4.0 by : Shah, Imdad Ali

Download or read book Advances in Computational Intelligence for the Healthcare Industry 4.0 written by Shah, Imdad Ali and published by IGI Global. This book was released on 2024-04-26 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the dynamic environment of healthcare, the fusion of Computational Intelligence and Healthcare Industry 4.0 has enabled remarkable advancements in disease detection and analysis. However, a critical challenge persists – the limitations of current computational intelligence approaches in dealing with small sample sizes. This setback hampers the performance of these innovative models, hindering their potential impact on medical applications. As we stand at the crossroads of technological innovation and healthcare evolution, the need for a solution becomes paramount. Advances in Computational Intelligence for the Healthcare Industry 4.0 is a comprehensive guide addressing the very heart of this challenge. Designed for academics, researchers, healthcare professionals, and stakeholders in Healthcare Industry 4.0, this book serves as a source of innovation. It not only illuminates the complexities of computational intelligence in healthcare but also provides a roadmap for overcoming the limitations posed by small sample sizes. From fundamental principles to innovative concepts, this book offers a holistic perspective, shaping the future of healthcare through the lens of computational intelligence and Healthcare Industry 4.0.

Handbook of Research on Artificial Intelligence in Government Practices and Processes

Author : Saura, Jose Ramon
Publisher : IGI Global
ISBN 13 : 1799896110
Total Pages : 410 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Artificial Intelligence in Government Practices and Processes by : Saura, Jose Ramon

Download or read book Handbook of Research on Artificial Intelligence in Government Practices and Processes written by Saura, Jose Ramon and published by IGI Global. This book was released on 2022-03-18 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s global culture where the internet has established itself as a main tool of communication, the global system of economy and regulations, as well as data and decisions based on data analysis, have become essential for public actors and institutions. Governments need to be updated and use the latest technologies to understand what society’s demands are, and user behavioral data, which can be pulled by intelligent applications, can offer tremendous insights into this. The Handbook of Research on Artificial Intelligence in Government Practices and Processes identifies definitional perspectives of behavioral data science and what its use by governments means for automation, predictability, and risks to privacy and free decision making in society. Many governments can train their algorithms to work with machine learning, leading to the capacity to interfere in the behavior of society and potentially achieve a change in societal behavior without society itself even being aware of it. As such, the use of artificial intelligence by governments has raised concerns about privacy and personal security issues. Covering topics such as digital democracy, data extraction techniques, and political communications, this book is an essential resource for data analysts, politicians, journalists, public figures, executives, researchers, data specialists, communication specialists, digital marketers, and academicians.

Intelligent Computing

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3031622774
Total Pages : 684 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Intelligent Computing by : Kohei Arai

Download or read book Intelligent Computing written by Kohei Arai and published by Springer Nature. This book was released on 2024 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the forefront of computing with the proceedings of the Computing Conference 2024. Featuring 165 carefully selected papers from a pool of 457 submissions, this collection encapsulates the cutting-edge research and innovation presented during the conference. Delve into a diverse range of topics, insights, and methodologies that shape the future of computing. Whether you're an academic, researcher, or enthusiast, this concise volume offers a snapshot of the dynamic and collaborative spirit defining the Computing Conference 2024.

International Conference on Commerce and Management in the Digital Age: Trends, Challenges & Innovations

Author : A. Martin David
Publisher : Shanlax Publications
ISBN 13 : 8196866372
Total Pages : 448 pages
Book Rating : 4.1/5 (968 download)

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Book Synopsis International Conference on Commerce and Management in the Digital Age: Trends, Challenges & Innovations by : A. Martin David

Download or read book International Conference on Commerce and Management in the Digital Age: Trends, Challenges & Innovations written by A. Martin David and published by Shanlax Publications. This book was released on with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the collection of articles from the International Conference on "Commerce and Management in the Digital Age: Trends, Challenges & Innovation" held on January 5th and 6th, 2024. This distinguished event was meticulously organized by the School of Commerce at The American College, Madurai, Tamil Nadu, India.

Smart Computing Techniques in Industrial IoT

Author : Chiranji Lal Chowdhary
Publisher : Springer Nature
ISBN 13 : 9819774942
Total Pages : 225 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Smart Computing Techniques in Industrial IoT by : Chiranji Lal Chowdhary

Download or read book Smart Computing Techniques in Industrial IoT written by Chiranji Lal Chowdhary and published by Springer Nature. This book was released on with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Centered Computing

Author : Danijela Milošević
Publisher : Springer Nature
ISBN 13 : 3030374297
Total Pages : 729 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Human Centered Computing by : Danijela Milošević

Download or read book Human Centered Computing written by Danijela Milošević and published by Springer Nature. This book was released on 2020-01-20 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly reviewed, revised and selected papers from the 5th International Conference on Human Centered Computing, HCC 2019, held in Čačak, Serbia, in August 2019. The 48 full and 23 short papers presented in this volume were carefully reviewed and selected from a total of 133 submissions. The papers focus on deep learning and its applications on a variety of real-life problems, ranging from image/video analysis, to human-computer interaction, and to logistics and supply chain management.

Handbook of Cognitive Task Design

Author : Erik Hollnagel
Publisher : CRC Press
ISBN 13 : 1135642478
Total Pages : 1250 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Handbook of Cognitive Task Design by : Erik Hollnagel

Download or read book Handbook of Cognitive Task Design written by Erik Hollnagel and published by CRC Press. This book was released on 2003-06-01 with total page 1250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook serves as a single source for theories, models, and methods related to cognitive task design. It provides the scientific and theoretical basis required by industrial and academic researchers, as well as the practical and methodological guidance needed by practitioners who face problems of building safe and effective human-technology s