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Deep Learning Concepts in Operations Research (Advances in Computational Collective Intelligence)
by , Biswadip Basu MallikGunjan MukherjeeRahul KarAryan ChaudharyThe model-based approach for carrying out classification and identification of tasks has led to the pervading progress of the machine learning paradigm in diversified fields of technology. Deep Learning Concepts in Operations Research looks at the concepts that are the foundation of this model-based approach. Apart from the classification process, the machine learning (ML) model has become effective enough to predict future trends of any sort of phenomena. Such fields as object classification, speech recognition, and face detection have sought extensive application of artificial intelligence (AI) and ML as well. Among a variety of topics, the book examines: An overview of applications and computing devices Deep learning impacts in the field of AI Deep learning as state-of-the-art approach to AI Exploring deep learning architecture for cutting-edge AI solutions Operations research is the branch of mathematics for performing many operational tasks in other allied domains, and the book explains how the implementation of automated strategies in optimization and parameter selection can be carried out by AI and ML. Operations research has many beneficial aspects for decision making. Discussing how a proper decision depends on several factors, the book examines how AI and ML can be used to model equations and define constraints to solve problems and discover proper and valid solutions more easily. It also looks at how automation plays a significant role in minimizing human labor and thereby minimizes overall time and cost.
The Think Aloud Method: A practical guide to modelling cognitive processes
by "Maarten W. van Someren Yvonne F. Barnard Jacobijn A. C. Sandberg "This book presents a detailed description of the Think Aloud Method, which was developed to facilitate knowledge acquisition and problem-solving by asking the participant to think aloud while solving a problem. The Think Aloud Method is based on the premise that people are often able to verbalize their thoughts as they solve a problem, and their resulting behavior can be analyzed to answer questions about problem solving behavior. This method is useful for psychological research on problem solving behavior, as well as for knowledge acquisition in the context of building expert computer programs. In many cases the Think Aloud Method is an invaluable source of information for psychologists and knowledge engineers.
Cybercrime and Digital Deviance
by Roderick S. Graham 'Shawn K. SmithCybercrime and Digital Deviance, Second Edition, combines insights from sociology, criminology, psychology, and cybersecurity to explore cybercrimes such as hacking, identity theft, and romance scams, along with forms of digital deviance such as pornography addiction, trolling, and “canceling” people for perceived violations of norms.Other issues are explored including cybercrime investigations, nation-state cybercrime, the use of algorithms in policing, cybervictimization, and expanded discussion of the theories used to explain cybercrime. Graham and Smith conceptualize the online space as a distinct environment for social interaction, framing their work with assumptions informed by their respective work in urban sociology and spatial criminology, and offering an engaging entry point for understanding what may appear to be a technologically complex course of study. The authors apply a modified version of a typology developed by David Wall: cybertrespass, cyberfraud, cyberviolence, and cyberpornography. This typology is simple enough for students just beginning their inquiry into cybercrime, while its use of legal categories of trespassing, fraud, violent crimes against persons, and moral transgressions provides a solid foundation for deeper study. In this edition each chapter includes a new “Current Events and Critical Thinking” section, using concepts from the chapter to explore a specific event or topic like the effect of disinformation on social cohesion and politics.Taken together, Graham and Smith’s application of a digital environment and Wall’s cybercrime typology makes this an ideal upper-level text for students in sociology and criminal justice. It is also an ideal introductory text for students within the emerging disciplines of cybercrime and cybersecurity.
Cybercrime and Digital Deviance
by Roderick Graham 'Shawn SmithCybercrime and Digital Deviance is a work that combines insights from sociology, criminology, and computer science to explore cybercrimes such as hacking and romance scams, along with forms of cyberdeviance such as pornography addiction, trolling, and flaming. Other issues are explored including cybercrime investigations, organized cybercrime, the use of algorithms in policing, cybervictimization, and the theories used to explain cybercrime. Graham and Smith make a conceptual distinction between a terrestrial, physical environment and a single digital environment produced through networked computers. Conceptualizing the online space as a distinct environment for social interaction links this text with assumptions made in the fields of urban sociology or rural criminology. Students in sociology and criminology will have a familiar entry point for understanding what may appear to be a technologically complex course of study. The authors organize all forms of cybercrime and cyberdeviance by applying a typology developed by David Wall: cybertrespass, cyberdeception, cyberviolence, and cyberpornography. This typology is simple enough for students just beginning their inquiry into cybercrime. Because it is based on legal categories of trespassing, fraud, violent crimes against persons, and moral transgressions it provides a solid foundation for deeper study. Taken together, Graham and Smith’s application of a digital environment and Wall’s cybercrime typology makes this an ideal upper level text for students in sociology and criminal justice. It is also an ideal introductory text for students within the emerging disciplines of cybercrime and cybersecurity.
Essential System Administration Pocket Reference
by 198 Leen FrischThis pocket reference brings together all the important Unix and Linux system administration information in a single compact volume. Not only are all of the important administrative commands covered, but this reference also includes the locations and formats of important configuration files (including both general system databases like the password and group files as well as the configuration files for major subsystems like DNS, DHCP and sendmail). In addition, variations in command usage and file formats a
Photo Inspiration
by 1x. ComThe inspiration you need to help improve your photography skillsWell-known for their stunning world-class photography, 1x.com has worked with their most talented photographers to handpick 100 awe-inspiring images and provided the back-story and photographer's secrets that helped capture them. This book presents you with inspiration as well as underlying techniques that can help improve your photography skills immediately.Shares behind-the-scene stories of the featured photos from the photographers themselves, from their artistic vision to the technical details that went into each shotOffers clear, concise, and accessible descriptions for the ideas, vision, performance, setup, location, equipment, camera settings, lighting diagrams, and image editing methods of each amazing photoPhoto Inspiration provides a unique combination of the final photograph with the tools and knowledge that made it possible, all of which are aimed at helping you meet your photographic potential.
Excel Insights: A Microsoft MVP Guide To The Best Parts Of Excel
by 24 Excel MVPsLearn favorite techniques from this group of twenty-two Excel MVPs. The Excel MVPs are friends and competitors who each pulled out their favorite tricks to impress you and their fellow MVPs.
The Art of Halo Infinite
by Microsoft 343 IndustriesThe Master Chief is back. The legendary super soldier returns in Halo Infinite. 343 Industries and Microsoft are building the biggest and most visually spectacular Halo yet. Halo Infinite debuts on the Xbox family of consoles, including Xbox Series X, Microsoft's latest and most powerful game console. To take full advantage of its prodigious graphical prowess, 343 Industries built an all-new, next-generation game engine, giving their world-class artists the tools and technology to realize the worlds, war, and wonder of the Halo universe in unprecedented style and fidelity. 343 Industries have given Dark Horse access to the art and artists who've brought Halo Infinite to vibrant, vivid life. It's all here in unparalleled detail, the heroes you've grown to love--the Master Chief, the brave soldiers of the UNSC, as well as the weapons, vehicles, villains and vistas--and of course, the eponymous and magnificent environments of Halo itself. The Art of Halo Infinite also features a brand-new cover from legendary concept artist and Halo Infinite's Art Director, Sparth! Join us as we take you from concept to launch inside the artwork of the most ambitious Halo game to date.
Digital Art Masters: Volume 2
by 3dtotal.ComMeet some of the finest digital 2D and 3D artists working in the industry today, from Patrick Beaulieu, Philip Straub, Benita Winckler, Alessandro Baldasseroni to Khalid Al Muharraqi, Marcel Baumann and Marek Denko and see how they work. More than just a gallery book - in Digital Arts Masters each artist has written a breakdown overview, with supporting imagery of how they made there piece of work.With Digital Arts Masters you'll understand the artists' thought process and discover the tips, tricks and techniques which really work.
Digital Art Masters: Volume 4 (Digital Art Masters Series)
by 3dtotal.ComMeet some of the finest 2D and 3D artists working in the industry today and discover how they create some of the most innovative digital art in the world. More than a gallery book or a coffee table book- Digital Art Masters Volume 4 includes over 50 artists and 900 unique and stunning 2D and 3D digital art. Beyond the breaktaking images is a breakdown of the techniques, challenges and tricks the artists employed while creating stunning imagery. This volume, much like the previous volumes is not your standard coffee table book nor is it our usual how-to-book. This book offers inspiration and insight for the advanced amateur and professional CG artists. The Digital Art Masters series has expanded upon the competition's gallery book concept and has added the insight and experiences of professional CG artists worldwide. Divided into 5 sections, Sci-Fi, Scene, Fantasy, Character and Cartoon, Each featured artist segement will include the thought processes behind creating unique digital images and an artist portfolio for further inspiration. Find your inspiration and discover the tips, tricks and techniques that really work.
Digital Art Masters: Volume 5
by 3dtotal.ComMeet some of the finest 2D and 3D artists working in the industry today and discover how they create some of the most innovative digital art in the world. More than a gallery book or a coffee table book- Digital Art Masters Volume 5 includes over 50 artists and 900 unique and stunning 2D and 3D digital art. Beyond the breath taking images is a breakdown of the techniques, challenges and tricks the artists employed while creating stunning imagery. This volume, much like the previous volumes is not your standard coffee table book nor is it our usual how-to-book. New to this volume will be 5 artist video tutorials. Five artists will specifically detail an aspect of their gallery image from start to finish, offering further technique driven insight and expertise offering 2 ½ hours of additional inspiration. With a click of a mouse, artists willbe able to apply the leading techniques to their own work with access to additional video tutorials, source files, textures and digital brushes at the companion website: http://www.focalpress.com/digital-art-masters/index.html.
Digital Painting Techniques: Masters Collection
by 3dtotal.ComDiscover the tips, tricks and techniques that really work for concept artists, matte painters and animators. Compiled by the team at 3dtotal.com, Digital Painting Techniques, Volume 1 offers digital inspiration with hands-on insight and techniques from professional digital artists. More than just a gallery book - within Digital Painting Techniques each artist has written a breakdown overview, with supporting imagery of how they made their piece of work. Beginner and intermediate digital artists will be inspired by the gallery style collection of the finest examples of digital painting from world renowned digital artists. Start your mentorship into the world of digital painting today with some of the greatest digital artists in the world and delve into professional digital painting techiques, such as speed painting, custom brush creation and matte painting. Develop your digital painting skills beyond the variety of free online digital painting tutorials and apply the most up to date techniques to your digital canvas with Digital Painting Techniques for Animators.
Network Your Computers & Devices Step by Step
by Ciprian Adrian Rusen 7 TutorialsTeach yourself how to use the networking features in Windows 7 to connect your home computers, even if they use different operating systems. With Step by Step, you set the pace -- building and practicing the skills you need, just when you need them! Network your Windows 7-based PCs and set up security Add a Mac or Linux-based computer Share printers, devices, and files with everyone in your home Stream media over your network or to a remote PC Tweak your network and sharing settings Troubleshoot problems and perform easy maintenance Your Step by Step digital content includes: Fully searchable online edition of this book -- with unlimited access on the Web
Cats on Instagram
by @cats_of_instagramFrom the popular Instagram profile comes this collection of adorable cat photos to warm the hearts of cat lovers everywhere.Cat lovers, rejoice! This irresistible book compiles more than four hundred photos from the hugely popular Instagram profile @cats_of_instagram into a keepsake treasure. Playful categories including “bowties,” “surprise!,” and “happy cats” showcase all the charm and delightful quirks of the wide world of cats. This is an ebook that will have feline fans smiling in recognition, surprise, and appreciation.
Dogs on Instagram
by @dogsofinstagramFrom the popular Instagram profile comes this collection of adorable dog photos to warm the hearts of dog lovers everywhere.Dog lovers are a passionate bunch, and Instagram is the perfect platform for expressing their devotion. The curators behind @dogsofinstagram channel this passion perfectly in this delightful book, a must-have collection featuring more than four hundred of the best crowdsourced dog photographs from their wildly popular feed. For dog lovers by dog lovers, this eclectic compilation celebrates the full spectrum of things to love about our four-legged friends.
Supercharge Your Applications with GraalVM: Hands-on examples to optimize and extend your code using GraalVM's high performance and polyglot capabilities
by A B KumarUnderstand the internals and architecture of GraalVM with the help of hands-on experiments and gain deep knowledge that you can apply to improve your application's performance, interoperability, and throughput.Key FeaturesGenerate faster and leaner code with minimum computing resources for high performanceCompile Java applications faster than ever to a standalone executable called native imagesCreate high-performance polyglot applications that are compatible across various JVM and non-JVM languagesBook DescriptionGraalVM is a universal virtual machine that allows programmers to compile and run applications written in both JVM and non-JVM languages. It improves the performance and efficiency of applications, making it an ideal companion for cloud-native or microservices-based applications. This book is a hands-on guide, with step-by-step instructions on how to work with GraalVM. Starting with a quick introduction to the GraalVM architecture and how things work under the hood, you'll discover the performance benefits of running your Java applications on GraalVM. You'll then learn how to create native images and understand how AOT (ahead-of-time) can improve application performance significantly. The book covers examples of building polyglot applications that will help you explore the interoperability between languages running on the same VM. You'll also see how you can use the Truffle framework to implement any language of your choice to run optimally on GraalVM. By the end of this book, you'll not only have learned how GraalVM is beneficial in cloud-native and microservices development but also how to leverage its capabilities to create high-performing polyglot applications.What you will learnGain a solid understanding of GraalVM and how it works under the hoodWork with GraalVM's high performance optimizing compiler and see how it can be used in both JIT (just-in-time) and AOT (ahead-of-time) modesGet to grips with the various optimizations that GraalVM performs at runtimeUse advanced tools to analyze and diagnose performance issues in the codeCompile, embed, run, and interoperate between languages using Truffle on GraalVMBuild optimum microservices using popular frameworks such as Micronaut and Quarkus to create cloud-native applicationsWho this book is forThis book is for JVM developers looking to optimize their application's performance. You'll also find this book useful if you're a JVM developer looking to explore options to develop polyglot applications using tools from the Python, R, Ruby, or Node.js ecosystem. A solid understanding of software development concepts and prior experience working with programming languages is necessary to get started.
Digital Image Processing
by Shriram K Vasudevan A Baskar Muthaiah Rajappa T S MurugeshThe book provides a mix of theoretical and practical perceptions of the related concepts pertaining to image processing. The primary objectives are to offer an overview to the elementary concepts and practices appropriate to digital image processing as well as to provide theoretical exposition. It starts with an expanded coverage of the fundamentals to provide a more comprehensive and cohesive coverage of the topics including but not limited to: Applications and tools for image processing, and fundamentals with several implementation examples Concepts of image formation OpenCV installation with step-by-step screen shots Concepts behind intensity, brightness and contrast, color models Ways by which noises are created in an image and the possible remedial measures Edge detection, image segmentation, classification, regression, classification algorithms Importance of frequency domain in image processing field Relevant code snippets and the MATLAB® codes, and several interesting sets of simple programs in OpenCV and Python to aid learning and for complete understanding The video lectures for specific topics through YouTube enable easy inference for the readers to apply the learnt theory into practice. The addition of contents at the end of each chapter such as quizzes and review questions fully prepare the readers for further study. Graduate students, post graduate students, researchers, and anyone in general interested in image processing, computer vision, machine learning domains etc. can find this book an excellent starting point for information and an able ally.
Advanced Intelligent Predictive Models for Urban Transportation
by Balamurugan Balusamy A Bharathi R. SathiyarajThe book emphasizes the predictive models of Big Data, Genetic Algorithm, and IoT with a case study. The book illustrates the predictive models with integrated fuel consumption models for smart and safe traveling. The text is a coordinated amalgamation of research contributions and industrial applications in the field of Intelligent Transportation Systems. The advanced predictive models and research results were achieved with the case studies, deployed in real transportation environments. Features: Provides a smart traffic congestion avoidance system with an integrated fuel consumption model. Predicts traffic in short-term and regular. This is illustrated with a case study. Efficient Traffic light controller and deviation system in accordance with the traffic scenario. IoT based Intelligent Transport Systems in a Global perspective. Intelligent Traffic Light Control System and Ambulance Control System. Provides a predictive framework that can handle the traffic on abnormal days, such as weekends, festival holidays. Bunch of solutions and ideas for smart traffic development in smart cities. This book focuses on advanced predictive models along with offering an efficient solution for smart traffic management system. This book will give a brief idea of the available algorithms/techniques of big data, IoT, and genetic algorithm and guides in developing a solution for smart city applications. This book will be a complete framework for ITS domain with the advanced concepts of Big Data Analytics, Genetic Algorithm and IoT. This book is primarily aimed at IT professionals. Undergraduates, graduates and researchers in the area of computer science and information technology will also find this book useful.
Digital Twin Technology and Applications
by Srinivasan Sriramulu A Daniel N Partheeban Santhosh JayagopalanThe Fourth Industrial Revolution is being accelerated by the digital twin technological revolution, which converges intelligent technologies and defines the connectivity between physical and digital items. The Internet of Things (IoT) connects the real and digital worlds, allowing connected items to deliver a vast array of services to internet users. IoT devices create large amounts of data that may be fed into AI systems for decision- making. In a decentralized architecture, digital twin technology may be utilized to protect platforms and create smart contracts. Digital twins decentralized ledger, immutability, self- sovereign identification, and consensus procedures hold a lot of promise for improving AI algorithms. Furthermore, leveraging smart contracts in a digital twin system to facilitate user interaction via IoT might have a big influence, and this integrated platform is expected to revolutionize many fields.Digital Twin Technology and Applications examines the problems, issues, and solutions for using big data to enable streaming services using IoT and AI with digital twin technology. The IoT network concept is the key to success, and to establish a solid IoT platform on which large data transmission may take place, it must handle protocol, standards, and architecture. The book provides insight into the principles and techniques of IoT and AI. It explores the idea of using blockchain to provide security in a variety of sectors. The book also covers the application of integrated technologies to strengthen data models, improve insights and discoveries, innovate audit systems, as well as digital twin technology application to intelligent forecasting, smart finance, smart retail, global verification, and transparent governance.
Algorithmic Complexity and Telecommunication Problems
by J-P Barthelmy G. Cohen A LobsteinIn this treatment of algorithmic complexity the authors explore an area fundamental to the study of the foundations of computer science. It is a topic which is at the interface of information theory, applied mathematics and computer language theory and which is rooted strongly in this book in the problems of computer communication.; Complexity theory classifies problems according to the difficulty of resolving them, while algorithms provide the computational method for solving those problems. Therefore, algorithmic complexity is concerned with establishing the best algorithm given the constraints of the computational environment and the degree of complexity.; The first three chapters present the context for a later in-depth look at applied areas of the subject, with an outline of classical complexity theory. This is followed by three chapters which explore the key area of information communication. Within this field, the book is particularly concerned with two contiguous areas which make contrasting demands on the application of algorithmic complexity. Cryptography demands the creation of extremely complex problems in order to achieve its goal of security, whereas in coding for communication the emphasis is on maximizing the compact nature of the message and providing the error correction necessary for the message to achieve optimum speed. The two must co-exist and the methods outlined in "Algorithmic Complexity" suggest a number of approaches to such problems based on extensive examples of the authors' experience.; This senior undergraduate book should be an essential read for those studying advanced topics in theoretical computer science and should provide an introduction to applied complexity for researchers and professionals alike.
Applications of Blockchain and Artificial Intelligence in Finance and Governance (Artificial Intelligence for Sustainability)
by Dac-Nhuong Le P. Karthikeyan A M Viswa BharathyIn the rapidly evolving landscape of finance and governance, the integration of blockchain technology and artificial intelligence is reshaping the way we perceive and interact with traditional systems. In Applications of Blockchain and Artificial Intelligence in Finance and Governance, the authors delve into the intricacies of this dynamic intersection, offering a comprehensive exploration of the transformative potential of these cutting-edge technologies. From dissecting the symbiotic relationship between artificial intelligence and blockchain to examining their profound impact on cryptocurrency markets, each chapter offers invaluable insights into the role of these technologies in shaping the future of finance. With a meticulous review of open risks and challenges, the book navigates through the complexities of data security in public and consortium blockchain systems, paving the way for enhanced trust and transparency in financial transactions. Through real-world case studies and theoretical frameworks, readers are guided through the application of intelligent resource allocation for data analytics, unlocking the potential for optimized decision-making in blockchain-enabled financial transactions. Moreover, the book explores the revolutionary implications of blockchain and AI in maintaining smart governance records, revolutionizing accountability and efficiency in public administration.This book: Introduces a step-by-step procedure for developing blockchain and artificial intelligence-based applications for the finance industry using decentralized applications and hyperledgers. Discusses improved trust framework and data integrity in the blockchain using artificial intelligence in the finance sector. Highlights the importance of blockchain in solving transaction costs, coordination costs, and supervision costs for efficient resource allocation. Explores the use of explainable artificial intelligence for policy development, service delivery, and regulatory compliance. Explains how federated learning can be used to build more accurate and robust models for financial risk assessment, fraud detection, and customer profiling. From the transformative effects on the accounting profession to the burgeoning adoption of blockchain technology in supply chain finance, this book serves as an indispensable guide for professionals, academics, and enthusiasts alike. Applications of Blockchain and Artificial Intelligence in Finance and Governance illuminates the path toward a more secure, efficient, and equitable financial future, where innovation and collaboration reign supreme.
Assessing Information Security: Strategies, Tactics, Logic and Framework
by A Vladimirov K Gavrilenko A MichajlowskiWhat do information security and the art of war have in common? The answer, this book argues, is a great deal. Although the authors have an expert technical knowledge of information security, they strongly believe that technical and procedural measures cannot offer a solution on their own. Information security is not painting by numbers. You can tick all the right boxes and acquire the latest technology, and you may fail all the same. This is because information security is ultimately a human problem, not a technical one. In the end, the threats to your information security come from human beings, not from machines. Although one problem you will face is simple human error, the major threat to your business information is from the criminal. Cybercrime is on the move. It is in a state of constant evolution, capable of adapting both to developments in technology and to whatever security measures its targets have already put in place. It will seek out your weak points in order to exploit them for its own advantage. However, although the people who want to harm your business will try to take you by surprise, they are also bound to have weaknesses of their own. Because the activity of the cybercriminal is both deliberate and hostile, they can be compared to a military adversary. So if you want to defend yourself from cybercrime you can learn from military strategy. Fighting cybercrime is about more than bureaucracy and compliance. Your company's approach to information security has to be integrated with your overall business goals. The people at the top have to provide leadership, while the people at the bottom need to understand the company's information security policy and be able to show initiative when faced with an unexpected attack. If you want to take active steps to deter the cybercriminal, then this book is for you. It will help you plan the right strategy for defending your business from cybercrime.
Availability, Reliability, and Security in Information Systems: IFIP WG 8.4, 8.9, TC 5 International Cross-Domain Conference, CD-ARES 2016, and Workshop on Privacy Aware Machine Learning for Health Data Science, PAML 2016, Salzburg, Austria, August 31 - September 2, 2016, Proceedings (Lecture Notes in Computer Science #9817)
by Andreas Holzinger Edgar Weippl A Min Tjoa Francesco Buccafurri Peter KiesebergThis book constitutes the refereed proceedings of the IFIP WG 8. 4, 8. 9, TC 5 International Cross-Domain Conference on Availability, Reliability and Security, CD-ARES 2013, held in Regensburg, Germany, in September 2013. The 21 revised papers presented were carefully reviewed and selected for inclusion in the volume. The papers concentrate on the many aspects of information systems bridging the gap between research results in computer science and the many application fields. They are organized in the following topical sections: economic, ethical, legal, multilingual, organizational and social aspects; context-oriented information integration; data/information management as a service; context-oriented information integration and location-aware computing; security and privacy; risk management and business continuity; and security and privacy and location based applications. Also included are 15 papers from a special session on Human-Computer Interaction and Knowledge Discovery (HCI-KDD 2013).
Big Data Analytics and Knowledge Discovery: 21st International Conference, DaWaK 2019, Linz, Austria, August 26–29, 2019, Proceedings (Lecture Notes in Computer Science #11708)
by Ismail Khalil A Min Tjoa Il-Yeol Song Carlos Ordonez Gabriele Anderst-KotsisThis book constitutes the refereed proceedings of the 21st International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2019, held in Linz, Austria, in September 2019. The 12 full papers and 10 short papers presented were carefully reviewed and selected from 61 submissions. The papers are organized in the following topical sections: Applications; patterns; RDF and streams; big data systems; graphs and machine learning; databases.
Big Data Analytics and Knowledge Discovery: 22nd International Conference, DaWaK 2020, Bratislava, Slovakia, September 14–17, 2020, Proceedings (Lecture Notes in Computer Science #12393)
by Min Song Ismail Khalil A Min Tjoa Il-Yeol Song Gabriele KotsisThe volume LNCS 12393 constitutes the papers of the 22nd International Conference Big Data Analytics and Knowledge Discovery which will be held online in September 2020. The 15 full papers presented together with 14 short papers plus 1 position paper in this volume were carefully reviewed and selected from a total of 77 submissions. This volume offers a wide range to following subjects on theoretical and practical aspects of big data analytics and knowledge discovery as a new generation of big data repository, data pre-processing, data mining, text mining, sequences, graph mining, and parallel processing.