Machine Learning Methods For Stylometry
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Machine Learning Methods For Stylometry
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Author : Jacques Savoy
language : en
Publisher: Springer Nature
Release Date : 2020-09-28
Machine Learning Methods For Stylometry written by Jacques Savoy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-28 with Computers categories.
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.
Computational Intelligence In Data Mining
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Author : Himansu Sekhar Behera
language : en
Publisher: Springer
Release Date : 2017-05-19
Computational Intelligence In Data Mining written by Himansu Sekhar Behera and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-19 with Technology & Engineering categories.
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.
Recent Trends In Data Science And Soft Computing
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Author : Faisal Saeed
language : en
Publisher: Springer
Release Date : 2018-09-08
Recent Trends In Data Science And Soft Computing written by Faisal Saeed and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-08 with Technology & Engineering categories.
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.
Stylistics Stylometry And Sentiment Analysis In German Studies
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Author : Massimo Salgaro
language : en
Publisher: V&R unipress
Release Date : 2023-04-17
Stylistics Stylometry And Sentiment Analysis In German Studies written by Massimo Salgaro and has been published by V&R unipress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-17 with Foreign Language Study categories.
Can literature be investigated through quantitative methods? Can style, empathy, and prestige be measured? This study attempts to respond to these questions by providing results from a selection of case studies taken from German literature of the 19th through the 21st century, including Goethe’s “late style”, Felix Salten, and the output of contemporary writers such as Florian Meimberg’s “twitterature” and Daniel Glattauer’s e-mail novel. Altogether, this study shows how the interplay among literary theory, stylometry, stylistics, sentiment analysis, empirical studies, and archival research can offer new answers to old questions regarding German literature and provide tools to formulate new questions and novel approaches to research.
Recent Trends In Computing Communicationand Applications Proceedings Of Rtcca 2025
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Author : PROF. M. HIMABINDU
language : en
Publisher: Newredmars Education Pvt Ltd
Release Date : 2025-03-27
Recent Trends In Computing Communicationand Applications Proceedings Of Rtcca 2025 written by PROF. M. HIMABINDU and has been published by Newredmars Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-27 with Computers categories.
We are proud to present the proceedings of the National Conference on Recent Trends in Computing, Communication, and Applications (RTCCA 2025). The legacy of RTCCA has been upheld since 2017 and continues to be conducted regularly, focusing on contemporary trends in computing, communication, and applications. The publication of this volume has been made possible through funding from the University, and we extend our heartfelt gratitude to the Vice- Chancellor, Prof. Santosh Kumar Tripathy, for this initiative and his unwavering support and motivation. The call for papers, along with formatting details, including the number of pages, was announced well in advance, resulting in a significant number of submissions. After rigorous review, 20 papers were accepted for publication. A well-formed advisory committee, consisting of academicians from various disciplines, has contributed to the quality of this abridged book volume of the Proceedings of RTCCA-2025. The research domains covered by the accepted papers include bioinformatics, genetics, recommendation systems, cancer detection, networks, prediction of malnutrition in children, learning analytics, edge computing, instrumental music listeners and cognitive analysis, NLP, neurodegenerative diseases, and more. The invited speakers for the conference include experts in quantum computing and informatics, medical diagnosis, natural language processing, cognitive science, and an industry expert from NVIDIA. We are deeply grateful to them for accepting our invitation and agreeing to be part of this national conference. Session chairs and faculty coordinators from our university and neighboring universities have also been highly cooperative, ensuring the smooth execution of keynote and technical sessions. Lastly, we extend our sincere appreciation to our departmental staff—Ms. Bhagyashree Patra, Mr. Jyoti Kishor Mohanta, Mr. Satyaban Das, Mr. Manoj Mukhi and all the students of Department of Computer Application for their invaluable efforts behind the scenes. Their dedication has played a crucial role in the successful organization of this national seminar and the publication of this book of proceedings.
Intelligence And Security Informatics
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Author : Christopher C. Yang
language : en
Publisher: Springer Science & Business Media
Release Date : 2008
Intelligence And Security Informatics written by Christopher C. Yang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computer Communication Networks categories.
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.
It Consultant Diploma City Of London College Of Economics 12 Months 100 Online Self Paced
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Author : City of London College of Economics
language : en
Publisher: City of London College of Economics
Release Date :
It Consultant Diploma City Of London College Of Economics 12 Months 100 Online Self Paced written by City of London College of Economics and has been published by City of London College of Economics this book supported file pdf, txt, epub, kindle and other format this book has been release on with Education categories.
Overview This course deals with everything you need to know to become a successful IT Consultant. Content - Business Process Management - Human Resource Management - IT Manager's Handbook - Principles of Marketing - The Leadership - Information Systems and Information Technology - IT Project Management Duration 12 months Assessment The assessment will take place on the basis of one assignment at the end of the course. Tell us when you feel ready to take the exam and we’ll send you the assignment questions. Study material The study material will be provided in separate files by email / download link.
Cyber Security Consultant Diploma City Of London College Of Economics 3 Months 100 Online Self Paced
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Author : City of London College of Economics
language : en
Publisher: City of London College of Economics
Release Date :
Cyber Security Consultant Diploma City Of London College Of Economics 3 Months 100 Online Self Paced written by City of London College of Economics and has been published by City of London College of Economics this book supported file pdf, txt, epub, kindle and other format this book has been release on with Education categories.
Overview In this diploma course you will deal with the most important strategies and techniques in cyber security. Content - The Modern Strategies in the Cyber Warfare - Cyber Capabilities in Modern Warfare - Developing Political Response Framework to Cyber Hostilities - Cyber Security Strategy Implementation - Cyber Deterrence Theory and Practice - Data Stream Clustering for Application Layer DDos Detection in Encrypted Traffic - Domain Generation Algorithm Detection Using Machine Learning Methods - New Technologies in Password Cracking Techniques - Stopping Injection Attacks with Code and Structured Data - Cyber Security Cryptography and Machine Learning - Cyber Risk - And more Duration 3 months Assessment The assessment will take place on the basis of one assignment at the end of the course. Tell us when you feel ready to take the exam and we’ll send you the assignment questions. Study material The study material will be provided in separate files by email / download link.
Manual Of Romance Forensic Linguistics
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Author : Victoria Guillén-Nieto
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2025-06-02
Manual Of Romance Forensic Linguistics written by Victoria Guillén-Nieto and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-02 with Language Arts & Disciplines categories.
It is evident that published, serious, science-based work in Forensic Linguistics is predominantly written in English and focuses on casework from the English-speaking world. While the first aspect is understandable – given that English serves as an international lingua franca in scientific discourse –, the second aspect presents a significant limitation for the field. Should researchers assume that there is simply less crime in non-English-speaking areas of the world? A more pertinent question might be: What cultural, disciplinary, legal, or legal-cultural factors contribute to the lack of research in (and on) languages other than English? In addition to addressing the underrepresentation of Romance languages in scientific publications related to forensic work, the chapters in this handbook will also explore the reasons behind this unfortunate situation. Designed to engage readers, whether they are linguists, legal professionals, or simply interested individuals, and to spark interest in Romance Forensic Linguistics, this handbook follows three key objectives: First, we are committed to providing a comprehensive overview of the casework and research conducted in (and on) several Romance languages, including Peninsular Spanish, Catalan, Brazilian Portuguese, French, Canadian French, Italian, and Romanian. Second, the chapters in this volume seek to understand why Forensic Linguistics has thrived more in some Romance-speaking countries than in others. Finally, we aim to uncover the reasons for the slower development of Forensic Linguistics in regions where Romance languages are predominantly spoken.
Artificial Intelligence And Soft Computing
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Author : Leszek Rutkowski
language : en
Publisher: Springer Nature
Release Date : 2020-10-20
Artificial Intelligence And Soft Computing written by Leszek Rutkowski and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-20 with Computers categories.
The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020. The 112 revised full papers presented were carefully reviewed and selected from 265 submissions. The papers included in the first volume are organized in the following six parts: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; bioinformatics, biometrics and medical applications; artificial intelligence in modeling and simulation. The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control. *The conference was held virtually due to the COVID-19 pandemic.