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Role of Single Board Computers (Internet of Things)
by G. R. KanagachidambaresanThis book presents how to program Single Board Computers (SBCs) for Internet of Things (IoT) rapid prototyping with popular tools such as Raspberry Pi, Arduino, Beagle Bone, and NXP boards. The book provides novel programs to solve new technological real-time problems. The author addresses programming, PCB design and Mechanical Cad design all in single volume, easing learners into incorporating their ideas as prototype. The aim of the book is to provide programming, sensors interfacing, PCB design, and Mechanical Cad design to and create rapid prototyping. The author presents the methodologies of rapid prototyping with KiCAD design and Catia software, used to create ready to mount solutions. The book covers scripting- based and drag/drop- based programming for different problems and data gathering approach.
Role-Playing Game Studies: Transmedia Foundations
by Sebastian Deterding José ZagalThis handbook collects, for the first time, the state of research on role-playing games (RPGs) across disciplines, cultures, and media in a single, accessible volume. Collaboratively authored by more than 50 key scholars, it traces the history of RPGs, from wargaming precursors to tabletop RPGs like Dungeons & Dragons to the rise of live action role-play and contemporary computer RPG and massively multiplayer online RPG franchises, like Fallout and World of Warcraft. Individual chapters survey the perspectives, concepts, and findings on RPGs from key disciplines, like performance studies, sociology, psychology, education, economics, game design, literary studies, and more. Other chapters integrate insights from RPG studies around broadly significant topics, like transmedia worldbuilding, immersion, transgressive play, or player–character relations. Each chapter includes definitions of key terms and recommended readings to help fans, students, and scholars new to RPG studies find their way into this new interdisciplinary field.
Roles, Trust, and Reputation in Social Media Knowledge Markets
by Sorin Adam Matei Elisa BertinoKnowledge and expertise, especially of the kind that can shape public opinion, have been traditionally the domain of individuals holding degrees awarded by higher learning institutions or occupying formal positions in notable organizations. Expertise is validated by reputations established in an institutionalized marketplace of ideas with a limited number of "available seats" and a stringent process of selection and retention of names, ideas, topics and facts of interest. However, the social media revolution, which has enabled over two billion Internet users not only to consume, but also to produce information and knowledge, has created a secondary and very active informal marketplace of ideas and knowledge. Anchored by platforms like Wikipedia, YouTube, Facebook and Twitter, this informal marketplace has low barriers to entry and has become a gigantic and potentially questionable, knowledge resource for the public at large. Roles, Trust and Reputation in Social Media Knowledge Markets will discuss some of the emerging trends in defining, measuring and operationalizing reputation as a new and essential component of the knowledge that is generated and consumed online. The book will propose a future research agenda related to these issues. The ultimate goal of research agenda being to shape the next generation of theoretical and analytic strategies needed for understanding how knowledge markets are influenced by social interactions and reputations built around functional roles. The authors, including leading scholars and young innovators, will share with the readers some of the main lessons they have learned from their own work in these areas and will discuss the issues, topics and sub-areas that they find under-studied or that promise the greatest intellectual payoff in the future. The discussion will be placed in the context of social network analysis and "big data" research. Roles, Trust and Reputation in Social Media Knowledge Markets exposes issues that have not been satisfactorily dealt with in the current literature, as the research agenda in reputation and authorship is still emerging. In a broader sense, the volume aims to change the way in which knowledge generation in social media spaces is understood and utilized. The tools, theories and methodologies proposed by the contributors offer concrete avenues for developing the next generation of research strategies and applications that will help: tomorrow's information consumers make smarter choices, developers to create new tools and researchers to launch new research programs.
Rolling Out 5G
by Biljana Badic Christian Drewes Ingolf Karls Markus MueckThis book describes insufficiencies and challenges of 4G in the light of impending and crucial future communication needs, details lessons learned from an implementation and system operation background, and illustrates the way towards the next generation - 5G. Key changes and additions to 5G in terms of use cases, applications for and explorations of the technology are discussed. Among all of the technological disruptions, the book features detailed coverage of two stand out in particular - mmWave and spectrum sharing technologies including the evolution of LTE Advanced Pro. The authors are highly experienced experts with valuable know-how in the field of wireless communications related research projects defining future technological trends. This unique group of talents will be able to consider the 5G technology evolution from all angles mentioned: long-term research, standardization and regulation, product design and marketization. This approach allows this much-needed book to capture the views of all key decision making stake-holders involved in the 5G definition process, and to serve readers in their roles connected with wireless communication's next generation of products and services. What you'll learn -Thorough briefing on the state of the art for the wireless industry in the lead up to the expected rollout of 5G by 2020 -Key milestones of the next generation wireless communication technology including key standardization / regulation bodies and learn about their current status and work plan -How 5G is expected to overcome 4G insufficiencies and challenges -Likely requirements for 5G, including spectrum usage and allocation -Expected 5G features, including usage of millimeter wave communication and licensed shared access -Schedule and key standardization and regulation bodies and their activities (3GPP, ETSI, NGMN, WRC) Who this book is for Engineers of mobile device and infrastructure manufacturing industries will learn about upcoming changes in feature sets and client expectations. Development engineers of semiconductor manufacturing industries will get an insight on upcoming technologies which are likely to be in their focus in coming years. Engineers with a general interest in the field will find an overview of state of the art technology and an indication which future technologies will be on our doorstep. Experts in the mobile network operator field will find information on new technological trends and features to be considered in the planning of future networks. Students and business professionals in the telecommunications domain in general with interests in the future of wireless communications.
Roma Education in Europe: Practices, policies and politics
by Maja MiskovicFor the last three decades, the international response to the adverse conditions of Roma has been intensive, producing a plethora of educational policies, reforms, and strategies that have been developed and implemented. This edited volume gathers together prominent international scholars, advocates and activists, with the purpose of offering a comprehensive and integrated understanding of how historical, political, and cultural forces shape educational experiences and social policy for the Roma population in Europe. The book uses theoretical and empirical lenses to understand the formal and informal education of Roma. Through the contextualised theorisation of Roma education it illustrates, illuminates and discusses issues of wider concern. Interdisciplinary conceptual frameworks bind the chapters together and offer an in-depth examination of the questions and issues relevant to the field of education, structuring the book around three central themes: -schooling and social policy; the promises and pitfalls of multiculturalism, integration and inclusion and the deconstruction of educational policies and law -education inside and outside schools; empirical accounts of life in school and the achievements and missed opportunities of the Decade of Roma Inclusion -participation, activism and advocacy; investigating the responsibilities of Roma and non-Roma intellectuals, educators, activists and advocates. Roma Education in Europe grapples with uneven economic and political developments, and as a result, with the possibilities and shortcomings of integration, social justice, and the role of supranational agencies in changing the course of schooling and education. The book will be key reading for those researching or studying Romani studies, education, sociology, and cultural, ethnicity and immigration studies.
Room Acoustical Fields
by Fridolin MechelThis book presents the theory of room acoustical fields and revises the Mirror Source Methods for practical computational use, emphasizing the wave character of acoustical fields. The presented higher methods include the concepts of "Mirror Point Sources" and "Corner sources which allow for an excellent approximation of complex room geometries and even equipped rooms. In contrast to classical description, this book extends the theory of sound fields describing them by their complex sound pressure and the particle velocity. This approach enables accurate descriptions of interference and absorption phenomena.
Rootkits and Bootkits: Reversing Modern Malware and Next Generation Threats
by Alex Matrosov Eugene Rodionov Sergey BratusRootkits and Bootkits will teach you how to understand and counter sophisticated, advanced threats buried deep in a machine’s boot process or UEFI firmware.With the aid of numerous case studies and professional research from three of the world’s leading security experts, you’ll trace malware development over time from rootkits like TDL3 to present-day UEFI implants and examine how they infect a system, persist through reboot, and evade security software. As you inspect and dissect real malware, you’ll learn:• How Windows boots—including 32-bit, 64-bit, and UEFI mode—and where to find vulnerabilities• The details of boot process security mechanisms like Secure Boot, including an overview of Virtual Secure Mode (VSM) and Device Guard • Reverse engineering and forensic techniques for analyzing real malware, including bootkits like Rovnix/Carberp, Gapz, TDL4, and the infamous rootkits TDL3 and Festi• How to perform static and dynamic analysis using emulation and tools like Bochs and IDA Pro • How to better understand the delivery stage of threats against BIOS and UEFI firmware in order to create detection capabilities• How to use virtualization tools like VMware Workstation to reverse engineer bootkits and the Intel Chipsec tool to dig into forensic analysisCybercrime syndicates and malicious actors will continue to write ever more persistent and covert attacks, but the game is not lost. Explore the cutting edge of malware analysis with Rootkits and Bootkits.Covers boot processes for Windows 32-bit and 64-bit operating systems.
Rosenbrock—Wanner–Type Methods: Theory and Applications (Mathematics Online First Collections)
by Andreas Bartel Michael Günther Matthias Ehrhardt Tim Jax Gerd SteinebachThis book discusses the development of the Rosenbrock—Wanner methods from the origins of the idea to current research with the stable and efficient numerical solution and differential-algebraic systems of equations, still in focus. The reader gets a comprehensive insight into the classical methods as well as into the development and properties of novel W-methods, two-step and exponential Rosenbrock methods. In addition, descriptive applications from the fields of water and hydrogen network simulation and visual computing are presented.
Roslyn Cookbook
by Manish VasaniUse Roslyn as a service to write powerful extensions and tools and use them in Visual Studio to improve code quality and maintain your source code more effectively. About This Book • Use Roslyn extensions and tools in Visual Studio to enforce "house rules" on code and fix security and performance vulnerabilities in your code. • Write Roslyn extensions using the Roslyn service API to help developers enforce conventions and design idioms. • Improve developer productivity by using Roslyn-based agile development features in Visual Studio, such as live unit testing, C# interactive and scripting. • Contribute to the C# language and compiler tool chain to analyze and edit code. Who This Book Is For .NET Developers and architects, who are interested in taking full advantage of the Roslyn based extensions and tools to improve the development processes, will find this book useful. Roslyn contributors, i.e. the producers and C# community developers, will also find this book useful What You Will Learn • Write extensions to analyze source code and report warnings and errors. • Edit C# source code to fix compiler/analyzer diagnostics or refactor source code. • Improve code maintenance and readability by using analyzers and code fixes. • Catch security and performance issues by using PUMA scan analyzers and FxCop analyzers. • Perform Live Unit tests in Visual Studio. • Use C# interactive and scripting in Visual Studio. • Design a new C# language feature and implement various compiler phases for a new language feature. • Write command line tools to analyze and edit C# code. In Detail Open-sourcing the C# and Visual Basic compilers is one of the most appreciated things by the .NET community, especially as it exposes rich code analysis APIs to analyze and edit code. If you want to use Roslyn API to write powerful extensions and contribute to the C# developer tool chain, then this book is for you. Additionally, if you are just a .NET developer and want to use this rich Roslyn-based functionality in Visual Studio to improve the code quality and maintenance of your code base, then this book is also for you. This book is divided into the following broad modules: 1. Writing and consuming analyzers/fixers (Chapters 1 - 5): You will learn to write different categories of Roslyn analyzers and harness and configure analyzers in your C# projects to catch quality, security and performance issues. Moving ahead, you will learn how to improve code maintenance and readability by using code fixes and refactorings and also learn how to write them. 2. Using Roslyn-based agile development features (Chapters 6 and 7): You will learn how to improve developer productivity in Visual Studio by using features such as live unit testing, C# interactive and scripting. 3. Contributing to the C# language and compiler tool chain (Chapters 8 - 10): You will see the power of open-sourcing the Roslyn compiler via the simple steps this book provides; thus, you will contribute a completely new C# language feature and implement it in the Roslyn compiler codebase. Finally, you will write simple command line tools based on the Roslyn service API to analyze and edit C# code. Style and approach This book takes a recipe-based approach, teaching you how to perform various hacks with the Compiler API in your hands.
Rotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (Conference Proceedings of the Society for Experimental Mechanics Series)
by Dario Di Maio Javad BaqersadRotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics, 2021, the sixth volume of nine from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Health Monitoring, including papers on:Novel TechniquesOptical Methods,Scanning LDV MethodsPhotogrammetry & DICRotating Machinery
Rotation Transforms for Computer Graphics
by John VinceRotation transforms are used everywhere in computer graphics from rotating pictures in editing software, to providing an arbitrary view of a 3D virtual environment. Although the former is a trivial operation, the latter can be a challenging task. Rotation Transforms for Computer Graphics covers a wide range of mathematical techniques used for rotating points and frames of reference in the plane and 3D space. It includes many worked examples and over 100 illustrations that make it essential reading for students, academics, researchers and professional practitioners. The book includes introductory chapters on complex numbers, matrices, quaternions and geometric algebra, and further chapters on how these techniques are employed in 2D and 3D computer graphics. In particular, matrix and bivector transforms are developed and evaluated to rotate points in a fixed frame of reference, and vice versa.
Rotrex: Una aventura...De Locura!
by Rotrex¡Qué ondaaa! Me llamo Rodrigo, pero me conocen mejor como RoTrex y tengo más de un millón de suscriptores en mi canal de YouTube. Claro que llegar hasta aquí no fue rápido ni fácil, pues cuando comencé tenía apenas trece años, cero suscriptores y ni idea de cómo hacer las cosas. Algo así como ¿un niño rata?Actualmente tengo siete años como creador de contenido dedicado a los videojuegos, por lo que en este libro quiero que conozcas, entiendas y aprendas de manera muy fácil el camino para convertir tu pasión por los videojuegos en un trabajo. Te brindaré muchos de los secretos que la mayoría de los Youtubersguarda celosamente, para que comiences con las mejores estrategias y habilidades que ayudarán a tu canal a crecer y consolidarse.
Rough Draft of History: A Century of US Social Movements in the News (Princeton Studies in American Politics: Historical, International, and Comparative Perspectives #199)
by Edwin Amenta Neal CarenA comprehensive account of the media's coverage of social movements in the United StatesA new view of twentieth-century US social movements, Rough Draft of History examines how national newspapers covered social movements and the organizations driving them. Edwin Amenta and Neal Caren identify hundreds of movement organizations, from the Women’s Christian Temperance Union to Occupy Wall Street, and document their treatment in the news. In doing so, Amenta and Caren provide an alternative account of US history from below, as it was refracted through journalistic lenses.Iconic organizations in the women’s rights, African American civil rights, and environmental movements gained substantial media attention. But so too did now-forgotten groups, such as the German-American Alliance, Committee to Defend America by Aiding the Allies, and Peace and Freedom Party. Amenta and Caren show why some organizations made big news while others did not, why some were treated well while others were handled roughly. They recover forgotten stories, including that of the Townsend Plan, a Depression-era organization that helped establish Social Security. They also reveal that the media handled the civil rights movement far more harshly than popular histories recount. And they detail the difficulties movements face in today’s brave new media world.Drawing from digitized newspapers across a century and through to the present, Rough Draft of History offers insights for those seeking social and political change and those trying to make sense of it.
Rough Fuzzy Image Analysis: Foundations and Methodologies (Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series)
by Sankar K. Pal James F. PetersFuzzy sets, near sets, and rough sets are useful and important stepping stones in a variety of approaches to image analysis. These three types of sets and their various hybridizations provide powerful frameworks for image analysis. Emphasizing the utility of fuzzy, near, and rough sets in image analysis, Rough Fuzzy Image Analysis: Foundations and
Rough Sets
by Dominik Ślęzak Georg Peters Yiyu Yao Richard Weber Guoyin Wang Víctor Flores Fernando Gomide Andrzej Janusz Claudio Meneses Duoqian MiaoVolume XII of the Transactions on Rough Sets (TRS) includes articles that are part of a special issue on Rough Set Structuring of Knowledge. These articles are extended versions of papers accepted for presentation at the Rough Set and Knowledge Technology Conference (RSKT 2008) organized in Chengdu, China, in May 2008. In fact, this conference did not take place because of the earthquake that dramatically hit the Chengdu province just before the event. The editors selected some papers accepted for RSKT 2008 and invited their authors to submit extended versions to this issue. The 11 submissions received after this invitation were sent to reviewers and, ?nally, 8 papers were accepted for publication in the special issue. The editors of the special issue are particularly grateful to all the authors of submitted papers, and to the editors of Transactions on Rough Sets, JamesF. Peters and Andrzej Skowron, who provided friendly and valuable assistance in the reviewing process. Special thanks are due to the following reviewers: Mohua Banerjee, Anna Gomolinsk a, Ryszard Janicki, Julia Johnson, Maneesh Joshi, Jusheng Mi, Sonajharia Minz, Sushmita Mitra, Tuan Trung Nguyen, Georg Pe- ters, Andrzej Skowron, Genlou Sun, Marcin Szczuka, Dominik Sl, ezak, Guoyin Wang, Hai Wang, Marcin Wolski, Haiyi Zhang, Yan Zhao, William Zhu. Their laudable e?orts made possible a careful selection and revision of submitted manuscripts. "
Rough Sets
by Dominik Ślęzak Yiyu Yao Davide Ciucci Lech Polkowski Piotr Artiemjew Dun Liu Beata ZieloskoDecision trees and decision rule systems are widely used in different applications as algorithms for problem solving, as predictors, and as a way for knowledge representation. Reducts play key role in the problem of attribute (feature) selection. The aims of this book are (i) the consideration of the sets of decision trees, rules and reducts; (ii) study of relationships among these objects; (iii) design of algorithms for construction of trees, rules and reducts; and (iv) obtaining bounds on their complexity. Applications for supervised machine learning, discrete optimization, analysis of acyclic programs, fault diagnosis, and pattern recognition are considered also. This is a mixture of research monograph and lecture notes. It contains many unpublished results. However, proofs are carefully selected to be understandable for students. The results considered in this book can be useful for researchers in machine learning, data mining and knowledge discovery, especially for those who are working in rough set theory, test theory and logical analysis of data. The book can be used in the creation of courses for graduate students.
Rough Sets and Knowledge Technology: 10th International Conference, RSKT 2015, Held as Part of the International Joint Conference on Rough Sets, IJCRS 2015, Tianjin, China, November 20-23, 2015, Proceedings (Lecture Notes in Computer Science #9436)
by Davide Ciucci Guoyin Wang Sushmita Mitra Wei-Zhi WuThis book constitutes the thoroughly refereed conference proceedings of the 10th International Conference on Rough Sets and Knowledge Technology, RSKT 2015, held in Tianjin, China, in November 2015, as part of the International Joint Conference on Rough Sets, IJCRS 2015, together with the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDgrC 2015. The 66 papers presented at IJCRS 2015 were carefully reviewed and selected from 97 submissions. The 38 papers included in this volume are organized in the following topical sections: rough sets: the experts speak; reducts and rules; three-way decisions; logic and algebra; clustering; rough sets and graphs; and modeling and learning. In addition the volume contains 6 contributions by new fellows of the International Rough Set Society, an invited talk and a tutorial.
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings (Lecture Notes in Computer Science #9437)
by Yiyu Yao Qinghua Hu Hong Yu Jerzy W. Grzymala-BusseThis book constitutes the refereed conference proceedings of the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2015, held in Tianjin, China in November 2015 as one of the co-located conference of the 2015 Joint Rough Set Symposium, JRS 2015. The 44 papers were carefully reviewed and selected from 97 submissions. The papers in this volume cover topics such as rough sets: the experts speak; generalized rough sets; rough sets and graphs; rough and fuzzy hybridization; granular computing; data mining and machine learning; three-way decisions; IJCRS 2015 data challenge.
Rough Sets: International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3–7, 2017, Proceedings, Part I (Lecture Notes in Computer Science #10313)
by Dominik Ślęzak Yiyu Yao Davide Ciucci Lech Polkowski Piotr Artiemjew Dun Liu Beata ZieloskoDecision trees and decision rule systems are widely used in different applications as algorithms for problem solving, as predictors, and as a way for knowledge representation. Reducts play key role in the problem of attribute (feature) selection. The aims of this book are (i) the consideration of the sets of decision trees, rules and reducts; (ii) study of relationships among these objects; (iii) design of algorithms for construction of trees, rules and reducts; and (iv) obtaining bounds on their complexity. Applications for supervised machine learning, discrete optimization, analysis of acyclic programs, fault diagnosis, and pattern recognition are considered also. This is a mixture of research monograph and lecture notes. It contains many unpublished results. However, proofs are carefully selected to be understandable for students. The results considered in this book can be useful for researchers in machine learning, data mining and knowledge discovery, especially for those who are working in rough set theory, test theory and logical analysis of data. The book can be used in the creation of courses for graduate students.
Rough Sets: International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam, August 20-24, 2018, Proceedings (Lecture Notes in Computer Science #11103)
by Tianrui Li Hung Son Nguyen Quang-Thuy Ha Małgorzata Przybyła-KasperekThis LNAI 1103 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2018, held in Quy Nhon, Vietnam, in August 2018.The 40 full papers presented together with 5 short papers were carefully reviewed and selected from 61 submissions. The IJCRS conferences aim at bringing together experts from universities and research centers as well as the industry representing fields of research in which theoretical and applicational aspects of rough set theory already find or may potentially find usage.
Rough Sets: International Joint Conference, IJCRS 2019, Debrecen, Hungary, June 17–21, 2019, Proceedings (Lecture Notes in Computer Science #11499)
by Davide Ciucci Guoyin Wang Ivo Düntsch Tamás Mihálydeák Fan Min Mohua Banerjee Zbigniew SurajThis LNAI 11499 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2019, held in Debrecen, Hungary, in June 2019.The 41 full papers were carefully reviewed and selected from 71 submissions. The IJCRS conferences aim at bringing together experts from universities and research centers as well as the industry representing fields of research in which theoretical and applicational aspects of rough set theory already find or may potentially find usage. The papers are grouped in topical sections on core rough set models and methods; related methods and hybridization; areas of application.
Rough Sets: International Joint Conference, IJCRS 2020, Havana, Cuba, June 29 – July 3, 2020, Proceedings (Lecture Notes in Computer Science #12179)
by Davide Ciucci Rafael Falcon Duoqian Miao Rafael Bello Michinori Nakata Alejandro RoseteThe volume LNAI 12179 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2020, which was due to be held in Havana, Cuba, in June 2020. The conference was held virtually due to the COVID-19 pandemic.The 37 full papers accepted were carefully reviewed and selected from 50 submissions. The papers are grouped in the following topical sections: general rough sets; three-way decision theory; attribute reduction; granular computing; formal concept analysis; data summarization; community detection; fuzzy cognitive maps; tutorials.
Rough Sets: International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings (Lecture Notes in Computer Science #12872)
by Davide Ciucci Chris Cornelis Sheela RamannaThe volume LNAI 12872 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2021, Bratislava, Slovak Republic, in September 2021. The conference was held as a hybrid event due to the COVID-19 pandemic. The 13 full paper and 7 short papers presented were carefully reviewed and selected from 26 submissions, along with 5 invited papers. The papers are grouped in the following topical sections: core rough set models and methods, related methods and hybridization, and areas of applications.
Rough Sets: International Joint Conference, IJCRS 2022, Suzhou, China, November 11–14, 2022, Proceedings (Lecture Notes in Computer Science #13633)
by Hamido Fujita Duoqian Miao Xiaodong Yue JingTao Yao Jerzy Grzymala-Busse Fanzhang LiThis book constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2022, held in Suzhou, China, in November 2022. The 28 full papers included in this book were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: Invited papers, IRSS President Forum; rough set theory and applications; granular computing and applications; classification and deep learning; conceptual knowledge discovery and machine learning based on three-way decisions and granular computing; uncertainty in three-way decisions; granular computing, and data science.
Rough Sets: International Joint Conference, IJCRS 2023, Krakow, Poland, October 5–8, 2023, Proceedings (Lecture Notes in Computer Science #14481)
by Dominik Ślęzak JingTao Yao Jarosław Wąs Andrea Campagner Oliver Urs Lenz Shuyin XiaThis book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2023, held in Krakow, Poland, during October 5–8, 2023.The 43 full papers included in this book were carefully reviewed and selected from 83 submissions. They were organized in topical sections as follows: Rough Set Models, Foundations, Three-way Decisions, Granular Models, Distances and Similarities, Hybrid Approaches, Applications, Cybersecurity and IoT.