Machine Learning Methods For Stylometry

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Machine Learning Methods for Stylometry

Author : Jacques Savoy
Publisher : Springer Nature
ISBN 13 : 3030533603
Total Pages : 286 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Machine Learning Methods for Stylometry by : Jacques Savoy

Download or read book Machine Learning Methods for Stylometry written by Jacques Savoy and published by Springer Nature. This book was released on 2020-09-28 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents methods and approaches used to identify the true author of a doubtful document or text excerpt. It provides a broad introduction to all text categorization problems (like authorship attribution, psychological traits of the author, detecting fake news, etc.) grounded in stylistic features. Specifically, machine learning models as valuable tools for verifying hypotheses or revealing significant patterns hidden in datasets are presented in detail. Stylometry is a multi-disciplinary field combining linguistics with both statistics and computer science. The content is divided into three parts. The first, which consists of the first three chapters, offers a general introduction to stylometry, its potential applications and limitations. Further, it introduces the ongoing example used to illustrate the concepts discussed throughout the remainder of the book. The four chapters of the second part are more devoted to computer science with a focus on machine learning models. Their main aim is to explain machine learning models for solving stylometric problems. Several general strategies used to identify, extract, select, and represent stylistic markers are explained. As deep learning represents an active field of research, information on neural network models and word embeddings applied to stylometry is provided, as well as a general introduction to the deep learning approach to solving stylometric questions. In turn, the third part illustrates the application of the previously discussed approaches in real cases: an authorship attribution problem, seeking to discover the secret hand behind the nom de plume Elena Ferrante, an Italian writer known worldwide for her My Brilliant Friend’s saga; author profiling in order to identify whether a set of tweets were generated by a bot or a human being and in this second case, whether it is a man or a woman; and an exploration of stylistic variations over time using US political speeches covering a period of ca. 230 years. A solutions-based approach is adopted throughout the book, and explanations are supported by examples written in R. To complement the main content and discussions on stylometric models and techniques, examples and datasets are freely available at the author’s Github website.

Authorship Attribution

Author : Patrick Juola
Publisher : Now Publishers Inc
ISBN 13 : 160198118X
Total Pages : 116 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Authorship Attribution by : Patrick Juola

Download or read book Authorship Attribution written by Patrick Juola and published by Now Publishers Inc. This book was released on 2008 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Authorship Attribution surveys the history and present state of the discipline, presenting some comparative results where available. It also provides a theoretical and empirically-tested basis for further work. Many modern techniques are described and evaluated, along with some insights for application for novices and experts alike.

Versification and Authorship Attribution

Author : Petr Plecháč
Publisher : Charles University in Prague, Karolinum Press
ISBN 13 : 8024648717
Total Pages : 96 pages
Book Rating : 4.0/5 (246 download)

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Book Synopsis Versification and Authorship Attribution by : Petr Plecháč

Download or read book Versification and Authorship Attribution written by Petr Plecháč and published by Charles University in Prague, Karolinum Press. This book was released on 2021-07-01 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: The technique known as contemporary stylometry uses different methods, including machine learning, to discover a poem’s author based on features like the frequencies of words and character n-grams. However, there is one potential textual fingerprint stylometry tends to ignore: versification, or the very making of language into verse. Using poetic texts in three different languages (Czech, German, and Spanish), Petr Plecháč asks whether versification features like rhythm patterns and types of rhyme can help determine authorship. He then tests its findings on two unsolved literary mysteries. In the first, Plecháč distinguishes the parts of the Elizabethan verse play The Two Noble Kinsmen written by William Shakespeare from those written by his coauthor, John Fletcher. In the second, he seeks to solve a case of suspected forgery: how authentic was a group of poems first published as the work of the nineteenth-century Russian author Gavriil Stepanovich Batenkov? This book of poetic investigation should appeal to literary sleuths the world over.

Computational Intelligence in Data Mining

Author : Himansu Sekhar Behera
Publisher : Springer
ISBN 13 : 9811038740
Total Pages : 847 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Computational Intelligence in Data Mining by : Himansu Sekhar Behera

Download or read book Computational Intelligence in Data Mining written by Himansu Sekhar Behera and published by Springer. This book was released on 2017-05-19 with total page 847 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents high quality papers presented at the International Conference on Computational Intelligence in Data Mining (ICCIDM 2016) organized by School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, Odisha, India during December 10 – 11, 2016. The book disseminates the knowledge about innovative, active research directions in the field of data mining, machine and computational intelligence, along with current issues and applications of related topics. The volume aims to explicate and address the difficulties and challenges that of seamless integration of the two core disciplines of computer science.

Quantitative Methods in Corpus-based Translation Studies

Author : Michael P. Oakes
Publisher : John Benjamins Publishing
ISBN 13 : 9027203563
Total Pages : 372 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Quantitative Methods in Corpus-based Translation Studies by : Michael P. Oakes

Download or read book Quantitative Methods in Corpus-based Translation Studies written by Michael P. Oakes and published by John Benjamins Publishing. This book was released on 2012 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive guidebook to the quantitative methods needed for Corpus-Based Translation Studies (CBTS). It provides a systematic description of the various statistical tests used in Corpus Linguistics which can be used in translation research. In Part 1, Theoretical Explorations, the interplay between quantitative and qualitative methodologies is explored. Part 2, Essential Corpus Studies, describes how to undertake quantitative studies, with a suitable level of technical and relevant case studies. Part 3, Quantitative Explorations of Literary Translations, looks at translations of classic works by Cao Xueqin, James Joyce and other authors. Finally, Part 4 on Translation Lexis uses a variety of techniques new to translation studies, including multivariate analysis and game theory. This book is aimed at students and researchers of corpus linguistics, translation studies and quantitative linguistics. It will significantly advance current translation studies in terms of methodological innovation and will fill in an important gap in the development of quantitative methods for interdisciplinary translation studies.

Intelligent Systems Technologies and Applications

Author : Sabu M. Thampi
Publisher : Springer
ISBN 13 : 3319683853
Total Pages : 418 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Intelligent Systems Technologies and Applications by : Sabu M. Thampi

Download or read book Intelligent Systems Technologies and Applications written by Sabu M. Thampi and published by Springer. This book was released on 2017-10-20 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the third International Symposium on Intelligent Systems Technologies and Applications (ISTA’17), September 13-16, 2017, Manipal, Karnataka, India. All submissions were evaluated on the basis of their significance, novelty, and technical quality. This proceedings contains 34 papers selected for presentation at the Symposium.

Internet of Behaviors Implementation in Organizational Contexts

Author : Carvalho, Luísa Cagica
Publisher : IGI Global
ISBN 13 : 1668490412
Total Pages : 494 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Internet of Behaviors Implementation in Organizational Contexts by : Carvalho, Luísa Cagica

Download or read book Internet of Behaviors Implementation in Organizational Contexts written by Carvalho, Luísa Cagica and published by IGI Global. This book was released on 2023-11-01 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internet of behaviors (IoB), also known as the internet of behavior, emerged as a natural consequence of the internet of things (IoT) and artificial intelligence (AI). IoB is an area of investigation that compiles three fields of study: IoT, data analysis, and behavioral science. IoB seeks to explain the data obtained from a behavioral point of view, analyzing human interaction with technology and referring to the process by which user-controlled data is evaluated from a behavioral psychology perspective. Internet of Behaviors Implementation in Organizational Contexts explores internet of behaviors solutions that promote people's quality of life. This book explores and discusses, through innovative studies, case studies, systematic literature reviews, and reports. The content within this publication represents research encompassing the internet of behaviors, internet of things, big data, artificial intelligence, blockchain, smart cities, human-centric approach for digital technologies, ICT sustainability, and more. This vital reference source led by an editor with over two decades of experience is optimized for university professors, researchers, undergraduate and graduate level students, and business managers and professionals across several industries related to or utilizing the internet of things (IoT).

Cyber Security Cryptography and Machine Learning

Author : Shlomi Dolev
Publisher : Springer
ISBN 13 : 331960080X
Total Pages : 307 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Cyber Security Cryptography and Machine Learning by : Shlomi Dolev

Download or read book Cyber Security Cryptography and Machine Learning written by Shlomi Dolev and published by Springer. This book was released on 2017-06-14 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the first International Symposium on Cyber Security Cryptography and Machine Learning, held in Beer-Sheva, Israel, in June 2017. The 17 full and 4 short papers presented include cyber security; secure software development methodologies, formal methods semantics and verification of secure systems; fault tolerance, reliability, availability of distributed secure systems; game-theoretic approaches to secure computing; automatic recovery of self-stabilizing and self-organizing systems; communication, authentication and identification security; cyber security for mobile and Internet of things; cyber security of corporations; security and privacy for cloud, edge and fog computing; cryptography; cryptographic implementation analysis and construction; secure multi-party computation; privacy-enhancing technologies and anonymity; post-quantum cryptography and security; machine learning and big data; anomaly detection and malware identification; business intelligence and security; digital forensics; digital rights management; trust management and reputation systems; information retrieval, risk analysis, DoS.

Artificial Intelligence and Soft Computing

Author : Leszek Rutkowski
Publisher : Springer
ISBN 13 : 331959060X
Total Pages : 758 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Artificial Intelligence and Soft Computing by : Leszek Rutkowski

Download or read book Artificial Intelligence and Soft Computing written by Leszek Rutkowski and published by Springer. This book was released on 2017-06-01 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 10245 and LNAI 10246 constitutes the refereed proceedings of the 16th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2017, held in Zakopane, Poland in June 2017. The 133 revised full papers presented were carefully reviewed and selected from 274 submissions. The papers included in the second volume are organized in the following five parts: data mining; artificial intelligence in modeling, simulation and control; various problems of artificial intelligence; special session: advances in single-objective continuous parameter optimization with nature-inspired algorithms; special session: stream data mining.

Smart Technologies, Systems and Applications

Author : Fabián R. Narváez
Publisher : Springer Nature
ISBN 13 : 3031322134
Total Pages : 542 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Smart Technologies, Systems and Applications by : Fabián R. Narváez

Download or read book Smart Technologies, Systems and Applications written by Fabián R. Narváez and published by Springer Nature. This book was released on 2023-05-20 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 3rd International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2022, held in Cuenca, Ecuador, in November 16–18, 2022. The 37 full papers included in this book were carefully reviewed and selected from 121 submissions. They were organized in topical sections as follows: Smart Technologies, Smart Systems, Smart Trends and Applications.

New Perspectives on Corpus Translation Studies

Author : Vincent X. Wang
Publisher : Springer Nature
ISBN 13 : 9811649189
Total Pages : 325 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis New Perspectives on Corpus Translation Studies by : Vincent X. Wang

Download or read book New Perspectives on Corpus Translation Studies written by Vincent X. Wang and published by Springer Nature. This book was released on 2021-10-11 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book features recent attempts to construct corpora for specific purposes – e.g. multifactorial Dutch (parallel), Geasy Easy Language Corpus (intralingual), HK LegCo interpreting corpus – and showcases sophisticated and innovative corpus analysis methods. It proposes new approaches to address classical themes – i.e. translation pedagogy, translation norms and equivalence, principles of translation – and brings interdisciplinary perspectives – e.g. contrastive linguistics, cognition and metaphor studies – to cast new light. It is a timely reference for the researchers as well as postgraduate students who are interested in the applications of corpus technology to solving translation and interpreting problems.

Handbook of Digital Politics

Author : Stephen Coleman
Publisher : Edward Elgar Publishing
ISBN 13 : 1800377584
Total Pages : 511 pages
Book Rating : 4.8/5 (3 download)

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Book Synopsis Handbook of Digital Politics by : Stephen Coleman

Download or read book Handbook of Digital Politics written by Stephen Coleman and published by Edward Elgar Publishing. This book was released on 2023-11-03 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly revised second edition Handbook examines the latest knowledge and perspectives on digital politics. Leading scholars explore the expansion of digital technologies, channels and styles as it shapes political dynamics.

Information and Communication Technologies

Author : Juan Pablo Salgado Guerrero
Publisher : Springer Nature
ISBN 13 : 3030899411
Total Pages : 370 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Information and Communication Technologies by : Juan Pablo Salgado Guerrero

Download or read book Information and Communication Technologies written by Juan Pablo Salgado Guerrero and published by Springer Nature. This book was released on 2021-11-23 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 9th Conference on Information and Communication Technologies of Ecuador, TICEC 2021, held at the Universidad Politécnica Salesiana (UPS) campus in November 2021. The conference was organized in hybrid mode. The 24 full papers were carefully reviewed and selected from 126 qualified submissions. The papers cover a great variety of topics, such as data mining, neural networks, cyberphysical systems, telemedicine, traffic simulation, geospatial information, human–machine interaction, cloud computing, and others. The contributions are divided into the following thematic blocks: Data Science, ICT ́s Applications, Industry 4.0, Technology and Environment, Biomedical Sensors and Wearables Systems.

Quantitative Linguistik / Quantitative Linguistics

Author : Reinhard Köhler
Publisher : Walter de Gruyter
ISBN 13 : 3110194147
Total Pages : 1056 pages
Book Rating : 4.1/5 (11 download)

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Book Synopsis Quantitative Linguistik / Quantitative Linguistics by : Reinhard Köhler

Download or read book Quantitative Linguistik / Quantitative Linguistics written by Reinhard Köhler and published by Walter de Gruyter. This book was released on 2008-07-14 with total page 1056 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, statistical and other quantitative concepts, models and methods have been increasingly gaining importance and interest in all areas of linguistics and text analysis, as well as in a number of neighboring disciplines and areas of application. The term "quantitative linguistics" comprises all scientific and technical approaches which use such terms and methods in the analysis of or work with language(s), texts and other related subjects. The 71 articles in this handbook, written by internationally-recognized experts, offer a broad, up-to-date overview of the scientific-theoretical principles, the history, the diversity of the subject areas studied, the methods and models used, the results obtained thus far and their applications. The articles are divided up into thirteen chapters: the first chapter includes contributions on the basic principles and the history of the field, nine additional chapters are dedicated to individual descriptions of the levels of linguistic research (from phonology to pragmatics) as well as typological, diachronic and geolinguistic questions. The next two chapters include a description of important models, hypotheses and principles; selected areas of application; and references to neighboring disciplines. The last portion of the handbook is an informative contribution, with information about publication forums, bibliographies, major projects, Internet links, etc. This handbook is useful not only for researchers, teachers and students of all branches of linguistics and the philologies, but also for scientists in neighboring fields, whose theoretical and empirical research touches on linguistic questions (for instance, psychology and sociology), or for those who want to make use of the proven methods or results from quantitative linguistics in their own research.

Recent Trends in Data Science and Soft Computing

Author : Faisal Saeed
Publisher : Springer
ISBN 13 : 3319990071
Total Pages : 1126 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Recent Trends in Data Science and Soft Computing by : Faisal Saeed

Download or read book Recent Trends in Data Science and Soft Computing written by Faisal Saeed and published by Springer. This book was released on 2018-09-08 with total page 1126 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018. The main theme of the conference was “Data Science, AI and IoT Trends for the Fourth Industrial Revolution.” A total of 158 papers were submitted to the conference, of which 103 were accepted and considered for publication in this book. Several hot research topics are covered, including Advances in Data Science and Big Data Analytics, Artificial Intelligence and Soft Computing, Business Intelligence, Internet of Things (IoT) Technologies and Applications, Intelligent Communication Systems, Advances in Computer Vision, Health Informatics, Reliable Cloud Computing Environments, Recent Trends in Knowledge Management, Security Issues in the Cyber World, and Advances in Information Systems Research, Theories and Methods.

Advanced Machine Learning using Python Programming

Author : SOHARA BANU A R
Publisher : MileStone Research Publications
ISBN 13 : 9359149780
Total Pages : 101 pages
Book Rating : 4.3/5 (591 download)

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Book Synopsis Advanced Machine Learning using Python Programming by : SOHARA BANU A R

Download or read book Advanced Machine Learning using Python Programming written by SOHARA BANU A R and published by MileStone Research Publications. This book was released on 2023-07-13 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE AUTHOR(S) AND PUBLISHER OF THIS BOOK HAVE USED THEIR BEST EFFORTS IN PREPARING THIS BOOK. THESE EFFORTS INCLUDE THE DEVELOPMENT, RESEARCH ANDTESTING OF THE THEORIES AND PROGRAMS TO DETERMINE THEIR EFFECTIVENESS. THE AUTHORS AND PUBLISHER MAKES NO WARRANTY OF ANY KIND, EXPRESSED OR IMPLIEDWITH REGARD TO THESE PROGRAMS OR THE DOCUMENTATION CONTAINED IN THIS BOOK. THE AUTHORS AND PUBLISHER SHALL NOT BE LIABLE IN ANY EVENT FORINCIDENTAL OR CONSEQUENTIAL DAMAGES IN CONNECTION WITH, OR ARISING OUT OF, THE FURNISHING, PERFORMANCE, OR USE OF THESE PROGRAMS. COPYRIGHTS © 2023 BY MILESTONE RESEARCH PUBLICATIONS, INC. THIS EDITION IS PUBLISHED BY ARRANGEMENT WITH MILESTONE RESEARCH FOUNDATION, INC. THIS BOOK IS SOLD SUBJECT TO THE CONDITION THAT IT SHALL NOT, BY WAY OF TRADE OR OTHERWISE, BE LENT, RESOLD, HIRED OUT, OR OTHERWISE CIRCULATED WITHOUTTHE PUBLISHER'S PRIOR WRITTEN CONSENT IN ANY FORM OF BINDING OR COVER OTHER THAN THAT IN WHICH IT IS PUBLISHED AND WITHOUT A SIMILAR CONDITIONINCLUDING THIS CONDITION BEING IMPOSED ON THE SUBSEQUENT PURCHASER AND WITHOUT LIMITING THE RIGHTS UNDER COPYRIGHT RESERVED ABOVE, NO PART OF THISPUBLICATION MAY BE REPRODUCED, STORED IN OR INTRODUCED INTO RETRIEVAL SYSTEM, OR TRANSMITTED IN ANY FORM OR BY ANY MEANS (ELECTRONIC, MECHANICAL,PHOTOCOPYING, RECORDING AND OTHERWISE) WITHOUT THE PRIOR WRITTEN PERMISSION OF BOTH THE COPYRIGHT OWNER AND THE ABOVE MENTIONED PUBLISHER OFTHIS BOOK.

Intelligence and Security Informatics

Author : Christopher C. Yang
Publisher : Springer Science & Business Media
ISBN 13 : 3540691367
Total Pages : 539 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Intelligence and Security Informatics by : Christopher C. Yang

Download or read book Intelligence and Security Informatics written by Christopher C. Yang and published by Springer Science & Business Media. This book was released on 2008-05-29 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the three international workshops PAISI 2008, PACCF 2008, and SOCO 2008, held as satellite events of the IEEE International Conference on Intelligence and Security Informatics, ISI 2008, in Taipei, Taiwan, in June 2008. The 55 revised full papers presented were carefully reviewed and selected from the presentations at the workshops. The 21 papers of the Pacific Asia Workshop on Intelligence and Security Informatics (PAISI 2008) cover topics such as information retrieval and event detection, internet security and cybercrime, currency and data protection, cryptography, image and video analysis, privacy issues, social networks, modeling and visualization, and network intrusion detection. The Pacific Asia Workshop on Cybercrime and Computer Forensics (PACCF 2008) furnishes 10 papers about forensic information management, forensic technologies, and forensic principles and tools. The 24 papers of the Workshop on Social Computing (SOCO 2008) are organized in topical sections on social web and social information management, social networks and agent-based modeling, as well as social opinions, e-commerce, security and privacy considerations.