Data Sciences From First Order Logic To The Web

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Encyclopedia of Data Science and Machine Learning

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1799892212
Total Pages : 3296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Data Science and Machine Learning by : Wang, John

Download or read book Encyclopedia of Data Science and Machine Learning written by Wang, John and published by IGI Global. This book was released on 2023-01-20 with total page 3296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Trends in Applied Knowledge-Based Systems and Data Science

Author : Hamido Fujita
Publisher : Springer
ISBN 13 : 3319420070
Total Pages : 1021 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Trends in Applied Knowledge-Based Systems and Data Science by : Hamido Fujita

Download or read book Trends in Applied Knowledge-Based Systems and Data Science written by Hamido Fujita and published by Springer. This book was released on 2016-07-13 with total page 1021 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed conference proceedings of the 29th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, held in Morioka, Japan, in August 2-4, 2016. The 80 revised full papers presented were carefully reviewed and selected from 168 submissions. They are organized in topical sections: data science; knowledge base systems; natural language processing and sentiment analysis; semantic Web and social networks; computer vision; medical diagnosis system and bio-informatics; applied neural networks; innovations in intelligent systems and applications; decision support systems; adaptive control; soft computing and multi-agent systems; evolutionary algorithms and heuristic search; system integration for real-life applications.

Logics for Computer and Data Sciences, and Artificial Intelligence

Author : Lech T. Polkowski
Publisher : Springer Nature
ISBN 13 : 3030916804
Total Pages : 372 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Logics for Computer and Data Sciences, and Artificial Intelligence by : Lech T. Polkowski

Download or read book Logics for Computer and Data Sciences, and Artificial Intelligence written by Lech T. Polkowski and published by Springer Nature. This book was released on 2022-01-01 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers the reader a systematic and throughout account of branches of logic instrumental for computer science, data science and artificial intelligence. Addressed in it are propositional, predicate, modal, epistemic, dynamic, temporal logics as well as applicable in data science many-valued logics and logics of concepts (rough logics). It offers a look into second-order logics and approximate logics of parts. The book concludes with appendices on set theory, algebraic structures, computability, complexity, MV-algebras and transition systems, automata and formal grammars. By this composition of the text, the reader obtains a self-contained exposition that can serve as the textbook on logics and relevant disciplines as well as a reference text.

Data Science with Semantic Technologies

Author : Archana Patel
Publisher : CRC Press
ISBN 13 : 1000881202
Total Pages : 315 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Data Science with Semantic Technologies by : Archana Patel

Download or read book Data Science with Semantic Technologies written by Archana Patel and published by CRC Press. This book was released on 2023-06-20 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: As data is an important asset for any organization, it is essential to apply semantic technologies in data science to fulfill the need of any organization. This first volume of a two-volume handbook set provides a roadmap for new trends and future developments of data science with semantic technologies. Data Science with Semantic Technologies: New Trends and Future Developments highlights how data science enables the user to create intelligence through these technologies. In addition, this book offers the answers to various questions such as: Can semantic technologies facilitate data science? Which type of data science problems can be tackled by semantic technologies? How can data scientists benefit from these technologies? What is the role of semantic technologies in data science? What is the current progress and future of data science with semantic technologies? Which types of problems require the immediate attention of the researchers? What should be the vision 2030 for data science? This volume can serve as an important guide toward applications of data science with semantic technologies for the upcoming generation and, thus, it is a unique resource for scholars, researchers, professionals, and practitioners in this field.

Recent Advancement in Geoinformatics and Data Science

Author : Xiaogang Ma
Publisher : Geological Society of America
ISBN 13 : 0813725585
Total Pages : 180 pages
Book Rating : 4.8/5 (137 download)

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Book Synopsis Recent Advancement in Geoinformatics and Data Science by : Xiaogang Ma

Download or read book Recent Advancement in Geoinformatics and Data Science written by Xiaogang Ma and published by Geological Society of America. This book was released on 2023-04-11 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt:

First-Order Logic and Automated Theorem Proving

Author : Melvin Fitting
Publisher : Springer Science & Business Media
ISBN 13 : 1468403575
Total Pages : 258 pages
Book Rating : 4.4/5 (684 download)

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Book Synopsis First-Order Logic and Automated Theorem Proving by : Melvin Fitting

Download or read book First-Order Logic and Automated Theorem Proving written by Melvin Fitting and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are many kinds of books on formal logic. Some have philosophers as their intended audience, some mathematicians, some computer scientists. Although there is a common core to all such books they will be very dif ferent in emphasis, methods, and even appearance. This book is intended for computer scientists. But even this is not precise. Within computer sci ence formal logic turns up in a number of areas, from program verification to logic programming to artificial intelligence. This book is intended for computer scientists interested in automated theorem proving in classical logic. To be more precise yet, it is essentially a theoretical treatment, not a how-to book, although how-to issues are not neglected. This does not mean, of course, that the book will be of no interest to philosophers or mathematicians. It does contain a thorough presentation of formal logic and many proof techniques, and as such it contains all the material one would expect to find in a course in formal logic covering completeness but not incompleteness issues. The first item to be addressed is, what are we talking about and why are we interested in it. We are primarily talking about truth as used in mathematical discourse, and our interest in it is, or should be, self-evident. Truth is a semantic concept, so we begin with models and their properties. These are used to define our subject.

Advances in Computer Science - ASIAN 2005. Data Management on the Web

Author : Stephane Grumbach
Publisher : Springer
ISBN 13 : 3540322493
Total Pages : 296 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Computer Science - ASIAN 2005. Data Management on the Web by : Stephane Grumbach

Download or read book Advances in Computer Science - ASIAN 2005. Data Management on the Web written by Stephane Grumbach and published by Springer. This book was released on 2005-11-25 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:

German Medical Data Sciences: Visions and Bridges

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 1614998086
Total Pages : 244 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis German Medical Data Sciences: Visions and Bridges by : R. Röhrig

Download or read book German Medical Data Sciences: Visions and Bridges written by R. Röhrig and published by IOS Press. This book was released on 2017-09-26 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in an age characterized by computerized information, but ubiquitous information technology has profoundly changed our healthcare systems and, if not adequately trained to deal with it, healthcare professionals can all too easily be overwhelmed by the complexity and magnitude of the data. This demands new skills from physicians as well as novel ways to provide medical knowledge. Selecting and assessing relevant information presents a challenge which can only be met by bridging the various disciplines in healthcare and the data sciences. This book presents the proceedings of the 62nd annual meeting of the German Association of Medical Informatics, Biometry and Epidemiology (German Medical Data Sciences – GMDS 2017): Visions and Bridges, held in Oldenburg, Germany, in September 2017. The 242 submissions to the conference included 77 full papers, of which 42 were accepted for publication here after rigorous review. These are divided into 7 sections: teaching and training; epidemiological surveillance, screening and registration; research methods; IT infrastructure for biomedical research/data integration centers; healthcare information systems; interoperability – standards, terminologies, classification; and biomedical informatics, innovative algorithms and signal processing. The book provides a vision for healthcare in the information age, and will be of interest to all those concerned with improving clinical decision making and the effectiveness and efficiency of health systems using data methods and technology.

Intensional First-Order Logic

Author : Zoran Majkic
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110981432
Total Pages : 542 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Intensional First-Order Logic by : Zoran Majkic

Download or read book Intensional First-Order Logic written by Zoran Majkic and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-09-05 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the properties of conservative extensions of First Order Logic (FOL) to new Intensional First Order Logic (IFOL). This extension allows for intensional semantics to be used for concepts, thus affording new and more intelligent IT systems. Insofar as it is conservative, it preserves software applications and constitutes a fundamental advance relative to the current RDB databases, Big Data with NewSQL, Constraint databases, P2P systems and Semantic Web applications. Moreover, the many-valued version of IFOL can support the AI applications based on many-valued logics.

Data Sciences: From First-Order Logic to the Web

Author : Serge Abiteboul
Publisher : Collège de France
ISBN 13 : 2722601796
Total Pages : 35 pages
Book Rating : 4.7/5 (226 download)

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Book Synopsis Data Sciences: From First-Order Logic to the Web by : Serge Abiteboul

Download or read book Data Sciences: From First-Order Logic to the Web written by Serge Abiteboul and published by Collège de France. This book was released on 2013-01-24 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: Relational database management systems, using as foundations a formal language, first-order logic, serve as mediators between individuals and machines. With the increase in the volume of data disseminated on the Web, a “collective intelligence” is currently emerging, shaped by large search engines whose monopoly raises ethical and political questions. One of the main challenges for the coming years is the development of technologies that will make it possible to find, evaluate, validate, verify and rank information, and thus to build tomorrow’s “Web of knowledge”.

Intelligent Tools for Building a Scientific Information Platform

Author : Robert Bembenik
Publisher : Springer
ISBN 13 : 3642356478
Total Pages : 548 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligent Tools for Building a Scientific Information Platform by : Robert Bembenik

Download or read book Intelligent Tools for Building a Scientific Information Platform written by Robert Bembenik and published by Springer. This book was released on 2013-01-12 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a selection of results obtained within two years of research per- formed under SYNAT - a nation-wide scientific project aiming at creating an infrastructure for scientific content storage and sharing for academia, education and open knowledge society in Poland. The selection refers to the research in artificial intelligence, knowledge discovery and data mining, information retrieval and natural language processing, addressing the problems of implementing intelligent tools for building a scientific information platform.This book is a continuation and extension of the ideas presented in “Intelligent Tools for Building a Scientific Information Platform” published as volume 390 in the same series in 2012. It is based on the SYNAT 2012 Workshop held in Warsaw. The papers included in this volume present an overview and insight into information retrieval, repository systems, text processing, ontology-based systems, text mining, multimedia data processing and advanced software engineering.

Encyclopedia of Database Technologies and Applications

Author : Rivero, Laura C.
Publisher : IGI Global
ISBN 13 : 1591407958
Total Pages : 784 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Encyclopedia of Database Technologies and Applications by : Rivero, Laura C.

Download or read book Encyclopedia of Database Technologies and Applications written by Rivero, Laura C. and published by IGI Global. This book was released on 2005-06-30 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Addresses the evolution of database management, technologies and applications along with the progress and endeavors of new research areas."--P. xiii.

Introduction to Data Science

Author : Rafael A. Irizarry
Publisher : CRC Press
ISBN 13 : 1000708039
Total Pages : 794 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Introduction to Data Science by : Rafael A. Irizarry

Download or read book Introduction to Data Science written by Rafael A. Irizarry and published by CRC Press. This book was released on 2019-11-20 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.

Conceptual Structures: Inspiration and Application

Author : Pascal Hitzler
Publisher : Springer Science & Business Media
ISBN 13 : 3540358935
Total Pages : 465 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Conceptual Structures: Inspiration and Application by : Pascal Hitzler

Download or read book Conceptual Structures: Inspiration and Application written by Pascal Hitzler and published by Springer Science & Business Media. This book was released on 2006-06-29 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Conceptual Structures, ICCS 2006, held in Aalborg, Denmark in July 2006. The volume presents 24 revised full papers, together with 6 invited papers. The papers address topics such as conceptual structures; their interplay with language, semantics and pragmatics; formal methods for concept analysis and contextual logic, modeling, representation, and visualization of concepts; conceptual knowledge acquisition and more.

Data Science for Web3

Author : Gabriela Castillo Areco
Publisher : Packt Publishing Ltd
ISBN 13 : 1837635587
Total Pages : 344 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Data Science for Web3 by : Gabriela Castillo Areco

Download or read book Data Science for Web3 written by Gabriela Castillo Areco and published by Packt Publishing Ltd. This book was released on 2023-12-29 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Be part of the future of Web3, decoding blockchain data to build trust in the next-generation internet Key Features Build a deep understanding of the fundamentals of blockchain analytics Extract actionable business insights by modeling blockchain data Showcase your work and gain valuable experience to seize opportunities in the Web3 ecosystem Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionData is the new oil and Web3 is generating it at an unprecedented rate. Complete with practical examples, detailed explanations, and ideas for portfolio development, this comprehensive book serves as a step-by-step guide covering the industry best practices, tools, and resources needed to easily navigate the world of data in Web3. You’ll begin by acquiring a solid understanding of key blockchain concepts and the fundamental data science tools essential for Web3 projects. The subsequent chapters will help you explore the main data sources that can help address industry challenges, decode smart contracts, and build DeFi- and NFT-specific datasets. You’ll then tackle the complexities of feature engineering specific to blockchain data and familiarize yourself with diverse machine learning use cases that leverage Web3 data. The book includes interviews with industry leaders providing insights into their professional journeys to drive innovation in the Web 3 environment. Equipped with experience in handling crypto data, you’ll be able to demonstrate your skills in job interviews, academic pursuits, or when engaging potential clients. By the end of this book, you’ll have the essential tools to undertake end-to-end data science projects utilizing blockchain data, empowering you to help shape the next-generation internet.What you will learn Understand the core components of blockchain transactions and blocks Identify reliable sources of on-chain and off-chain data to build robust datasets Understand key Web3 business questions and how data science can offer solutions Build your skills to create and query NFT- and DeFi-specific datasets Implement a machine learning toolbox with real-world use cases in the Web3 space Who this book is for This book is designed for data professionals—data analysts, data scientists, or data engineers— and business professionals, aiming to acquire the skills for extracting data from the Web3 ecosystem, as it demonstrates how to effectively leverage data tools for in-depth analysis of blockchain transactional data. If you seek hands-on experience, you'll find value in the shared repository, enabling you to experiment with the provided solutions. While not mandatory, a basic understanding of statistics, machine learning, and Python will enhance your learning experience.

Philosophy, Computing and Information Science

Author : Ruth Hagengruber
Publisher : Routledge
ISBN 13 : 1317317564
Total Pages : 290 pages
Book Rating : 4.3/5 (173 download)

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Book Synopsis Philosophy, Computing and Information Science by : Ruth Hagengruber

Download or read book Philosophy, Computing and Information Science written by Ruth Hagengruber and published by Routledge. This book was released on 2015-10-06 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last four decades computers and the internet have become an intrinsic part of all our lives, but this speed of development has left related philosophical enquiry behind. Featuring the work of computer scientists and philosophers, these essays provide an overview of an exciting new area of philosophy that is still taking shape.

Data Science

Author : Rui Mao
Publisher : Springer Nature
ISBN 13 : 9811501211
Total Pages : 695 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Data Science by : Rui Mao

Download or read book Data Science written by Rui Mao and published by Springer Nature. This book was released on 2019-09-13 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set (CCIS 1058 and 1059) constitutes the refereed proceedings of the 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019 held in Guilin, China, in September 2019. The 104 revised full papers presented in these two volumes were carefully reviewed and selected from 395 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including data mining; data base; net work; security; machine learning; bioinformatics; natural language processing; software engineering; graphic images; system; education; application.