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In today's data-driven world, understanding statistical models is crucial for effective analysis and decision making. Whether you're a beginner or…
an experienced user, this book equips you with the foundational knowledge to grasp and implement statistical models within Tableau. Gain the confidence to speak fluently about the models you employ, driving adoption of your insights and analysis across your organization.As AI continues to revolutionize industries, possessing the skills to leverage statistical models is no longer optional—it's a necessity. Stay ahead of the curve and harness the full potential of your data by mastering the ability to interpret and utilize the insights generated by these models.Whether you're a data enthusiast, analyst, or business professional, this book empowers you to navigate the ever-evolving landscape of data analytics with confidence and proficiency. Start your journey toward data mastery today.In this book, you will learn:The basics of foundational statistical modeling with TableauHow to prove your analysis is statistically significantHow to calculate and interpret confidence intervalsBest practices for incorporating statistics into data visualizationsHow to connect external analytics resources from Tableau using R and PythonForensic Science Laboratory Benchmarking: The FORESIGHT Manual
By Max M. Houck, Paul J. Speaker. 2024
Forensic Science Laboratory Benchmarking: The FORESIGHT Manual takes a step-by-step instructional approach to utilizing FORESIGHT data, detailing how labs can…
participate in the process to improve efficiencies. The FORESIGHT Project—a business benchmarking process for forensic service providers—was created in 2008 to collect and report data while offering improvement to processes through analysis, comparisons, and best practice evaluations. The program has grown to include more than 200 participating forensic laboratories worldwide.FORESIGHT offers the capability for labs to improve core functions, provide and benefit from metrics, and thus, improve the labs capabilities and functioning for the public good, while maintaining their often limited, fixed budgets. Due to ever-increasing caseloads, forensic laboratories are constantly plagued by backlogged casework—cases submitted to the laboratory but not yet worked. This leads to inefficiencies, delays, and unhappy agencies expecting timely results. Unfortunately, even if a lab’s slates were wiped clean and the backlog were erased, many of the inefficient processes—that created the backlog—would still be in place. Eventually, and inevitably, the lab would develop a new backlog.Unique coverage and features: Presents critical and proven cutting-edge measures to utilize FORESIGHT data improve laboratory testing, operational efficiency, and policies without added additional costs. Synthesizes the data input from more than 200 labs and a decade’s worth of analytics to illustrate process improvements and the advantages of participating. Outlines how to develop data-driven responses to solve current and future problems. Forensic Science Laboratory Benchmarking will be of interest to quality assurance specialists, economists, supervisors in the parent agencies of the labs, managers at all levels of any of the hundreds of public laboratories around the world, and anyone concerned about the effectiveness and efficiency of laboratory testing. As an operational guide, the book provides a helpful roadmap to help public science agencies and forensic labs analyze how they operate, improve on what works, and change what doesn’t to better meet their mission and serve their community’s goals.Open-Set Text Recognition: Concepts, Framework, and Algorithms (SpringerBriefs in Computer Science)
By Xu-Cheng Yin, Chun Yang, Chang Liu. 2024
In real-world applications, new data, patterns, and categories that were not covered by the training data can frequently emerge, necessitating…
the capability to detect and adapt to novel characters incrementally. Researchers refer to these challenges as the Open-Set Text Recognition (OSTR) task, which has, in recent years, emerged as one of the prominent issues in the field of text recognition. This book begins by providing an introduction to the background of the OSTR task, covering essential aspects such as open-set identification and recognition, conventional OCR methods, and their applications. Subsequently, the concept and definition of the OSTR task are presented encompassing its objectives, use cases, performance metrics, datasets, and protocols. A general framework for OSTR is then detailed, composed of four key components: The Aligned Represented Space, the Label-to-Representation Mapping, the Sample-to-Representation Mapping, and the Open-set Predictor. In addition,possible implementations of each module within the framework are discussed. Following this, two specific open-set text recognition methods, OSOCR and OpenCCD, are introduced. The book concludes by delving into applications and future directions of Open-set text recognition tasks.This book presents a comprehensive overview of the open-set text recognition task, including concepts, framework, and algorithms. It is suitable for graduated students and young researchers who are majoring in pattern recognition and computer science, especially interdisciplinary research.Advances in Tourism, Technology and Systems: Selected Papers from ICOTTS 2023, Volume 1 (Smart Innovation, Systems and Technologies #383)
By António Abreu, João Vidal Carvalho, Pedro Liberato, Hazael Cerón Monroy. 2024
This book features a collection of high-quality research papers presented at the International Conference on Tourism, Technology and Systems (ICOTTS…
2023), held at Anáhuac University, Bacalar, Mexico, from 2 to 4 November 2023. The book is divided into two volumes, and it covers the areas of technology in tourism and the tourist experience, generations and technology in tourism, digital marketing applied to tourism and travel, mobile technologies applied to sustainable tourism, information technologies in tourism, digital transformation of tourism business, e-tourism and tourism 2.0, big data and management for travel and tourism, geotagging and tourist mobility, smart destinations, robotics in tourism, and information systems and technologies.Information Technology Security: Modern Trends and Challenges (Springer Tracts in Electrical and Electronics Engineering)
By Debasis Gountia, Dilip Kumar Dalei, Subhankar Mishra. 2024
This book focuses on current trends and challenges in security threats and breaches in cyberspace which have rapidly become more…
common, creative, and critical. Some of the themes covered include network security, firewall security, automation in forensic science and criminal investigation, Medical of Things (MOT) security, healthcare system security, end-point security, smart energy systems, smart infrastructure systems, intrusion detection/prevention, security standards and policies, among others. This book is a useful guide for those in academia and industry working in the broad field of IT security.Proceedings of International Joint Conference on Advances in Computational Intelligence: IJCACI 2023 (Algorithms for Intelligent Systems)
By Mohammad Shorif Uddin, Jagdish Chand Bansal. 2024
This book gathers outstanding research papers presented at the 7th International Joint Conference on Advances in Computational Intelligence (IJCACI 2023),…
held in hybrid mode at South Asian University, New Delhi, India during October 14–15, 2023. IJCACI 2023 is jointly organized by Jahangirnagar University (JU), Bangladesh and South Asian University (SAU), India. The book presents the novel contributions in areas of computational intelligence and it serves as a reference material for advance research. The topics covered are collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.This book presents the most important milestones of the research on automated and autonomous driving in the United States, Japan…
and Europe throughout five decades (1950-2000). Drawing on sources from the automotive industry, electrical engineering, the robotics and AI-domain and military institutions, it retraces the transition from the guidance-cable approach to vehicle-based sensor and vision systems. Giving a detailed overview of the technical concepts, artefacts, research vehicles and robots, the book presents the transnational engineering efforts that started long before Silicon Valley entered the field. In addition, the book also uniquely details the role of the military in the domain of vehicle automation. This all ensures the book is of great interest to historians of technology, practitioners in engineering disciplines, scholars working in mobility studies, journalists, and political decision makers.Artificial Intelligence-Based System for Gaze-Based Communication
By B.G.D.A. Madhusanka, Sureswaran Ramadass, Premkumar Rajagopal, H.M.K.K.M.B. Herath. 2024
This book focuses on the artificial neural network-based system for gaze-based communication. It covers the feasible and practical collaboration of…
human–computer interaction (HCI) in which a user can intuitively express tasks using gaze-based communication. It will target the vast applications of gaze-based communication using computer vision, image processing, and artificial intelligence.Artificial Intelligence-Based System for Gaze-Based Communication introduces a novel method to recognize the implicit intention of users by using nonverbal communication in combination with computer vision technologies. A novel HCI framework is developed to enable implicit and intuitive gaze-based intention communications. This framework allows the users to intuitively express their intention using natural gaze cues. The book also focuses on robot caregiving technology, which can understand the user’s intentions using minimal interactions with the user. The authors examine gaze-based tracking applications for the assisted living of elderly people. The book examines detailed applications of eye-gaze communication for real-life problems. It also examines the advantages that most people can handle gaze-based communications because it requires very little effort, and most of the elderly and impaired can retain visual capability.This book is ideally designed for students, researchers, academicians, and professionals interested in exploring and implementing gaze-based communication strategies and those working in the field of computer vision and image processing.This book contains research papers that were accepted for presentation at the 17th International Conference on Interdisciplinarity in Engineering—INTER-ENG 2023,…
which was held on 5–6 October 2023, in the city of Târgu Mureș, Romania. The general scope of the conference “Towards transition for a more competitive European industry in a smart, safe and sustainable future” is proposing a new approach related to the development of a new generation of smart factories grounded on the manufacturing and assembly process digitalization. It is related to advance manufacturing technology, lean manufacturing, sustainable manufacturing, additive manufacturing, manufacturing tools and equipment. It is a leading international professional and scientific forum of great interest for engineers and scientists who can read in this book research works contributions and recent developments as well as current practices in advanced fields of engineering.This book concerns how China's legal institutions promoted its economic growth and demonstrates that the law has played different roles…
at various stages of China's economic transformation, a signal of legal paradigm shifts in reaction to the changing political and economic pursuits.By decomposing the role of law in the process, the author argues that while the Chinese economy was transforming from a planned economy to a market-oriented one, the law also made its adjustment as a response—the Chinese legal system was evolving from the one consisting of primarily substantive laws to the one filled with high-level formal laws by the end of the last century. The above observation of legal formalization is further consolidated by introducing the particularities of China's legal education in those years—a topic rarely dealt with yet of significance to comprehensively understand the Chinese legal system in practice. Overall, the present book argues against the modernization theory and determinism that would anticipate a similar developmental path globally and shows that the relationship between law and economic development is contingent. Therefrom, this study weighs in the law and development debate and breaks a perception of static law in the economy by rejecting the conventional perception of established legal institutions as a precondition of modernity.Hence, this book could appeal to legal scholars and sociologists interested in reevaluating western theories of free economy and its relationships to the law. In addition, scholars interested in research methodology would find the perspective of paradigm shifts in interpreting China's transformations a helpful analytical framework in research. Moreover, policymakers and legislators concerned about the characteristics of law for economic results would also find the book useful.Data Culture: Develop An Effective Data-Driven Organization
By Dr Shorful Islam. 2024
Organizations often start their data journey by either procuring the technology or hiring the people. However, without an effective data-driven…
culture in place, they can struggle to derive value from their investments.Data Culture explores how data leaders can develop and nurture a data-driven culture tailored to their organization's needs. It outlines the types of data leadership and teams needed and the key building blocks for success, such as team recruitment, building and training, leadership, process, behavioural change management, developing, sustaining and measuring a data culture, company values and everyday decision making. It also explores the nuances of how different types of data cultures work with different types of companies, what to avoid and the differences between building a data culture from scratch and changing an existing data culture from within.With this hands-on guide, senior data leader Shorful Islam takes readers through how to successfully establish or change a data culture, sharing his expertise in behavioural change psychology and two decades of experience in fostering data culture in organizations. Supported throughout by real-world examples and cases, this will be an essential read for all data leaders and anyone involved in developing a data-driven organizational culture.Taming the Machine: Ethically Harness the Power of AI
By Nell Watson. 2024
AI promises to transform our world, supercharging productivity and driving new innovations. Taming the Machine uncovers how you can responsibly…
harness the power of AI with confidence.AI has the potential to become a personal assistant, a creative partner, an editor and a research tool all at once. But it also represents a threat to your livelihood, data and privacy. Taming the Machine offers the practical insights and knowledge you need to work with AI with an ethical and responsible approach.In this book, celebrated AI expert and ethicist Nell Watson offers practical insights on how you can ethically innovate with AI. It delves into the ethical issues of unbridled AI, highlighting the challenges that it will bring to society and business unless we fortify cybersecurity, safeguard our data, and understand the dangerous potential of artificial intelligence.Step into the future and supercharge your performance safely by Taming the Machine.Emerging Research in Intelligent Systems: Proceedings of the CIT 2023 Volume 2 (Lecture Notes in Networks and Systems #903)
By Gonzalo Fernando Olmedo Cifuentes, Diego Gustavo Arcos Avilés, Hernán Vinicio Lara Padilla. 2024
This book covers different aspects of advances in research, technological development, and innovation results in artificial intelligence, computational modeling, electrical,…
electronics, telecommunication, data communications, defense engineering, innovation, technology and society, managing technology and sustained innovation, business development, security and cryptography, and software engineering. In addition, the volume focuses on research results focused on finding innovative solutions in intelligent systems concerning the topics mentioned above, which are developed in national and international postgraduate programs and associated research groups and networks. This book interests the industry, teachers, undergraduate and graduate students, and researchers working in intelligent systems, security and defense, and technological, human, and administrative sciences.This book constitutes the refereed proceedings of the Third International Conference on Blockchain Technology and Emerging Applications, BlockTEA 2023, held…
in December 2-3, 2023 in Wuhan, China. The 10 regular papers presented were carefully reviewed and selected from 41 submissions. Blockchain technology has been emerging as a potential technology to be applied in various domains, including finance, computer science, electronic engineering, agriculture, healthcare and more. The blockchain-based applications are able to aid the current systems and networks by leveraging the benefits provided by blockchain technology, such as a decentralized, immutable, and cryptographically secured ledger.A Software Framework for Mobile Apps in the Museum Application Domain (Gabler Theses)
By Tobias Baumgärtner. 2024
This book is concerned with “How to provide guidance for small cultural heritage institutions to govern digital transformation, and how…
to align the possibilities with the available capabilities by creating a Software Framework for Mobile Apps in the Museum Application Domain?”. The role of the museum has shifted from a keeper of artifacts to a provider of information. In this context mobile applications are intended to generate added value for the museum visitor. However, the tension between the application’s creator, its content, and the consumer operating the app needs to be examined holistically. As it is not trivial to create an integrated user experience, the unique usability-centered perspective on the requirements engineering pursued throughout, allows for the suggested data-driven solution to address the specific domain issues and serve the intended audience. Based on the insights gained during this examination and under the utilization of design science research, human-centered design, and domain-driven design “A Software Framework for Mobile Apps in the Museum Application Domain” is created and implemented using web technologies.Schnelles und skalierbares Cloud-Datenmanagement
By Felix Gessert, Wolfram Wingerath, Norbert Ritter. 2024
Die enorme Datenmenge erfordert skalierbare Datenverwaltung für weltweiten Zugriff. Zahlreiche NoSQL-Systeme prägen die komplexe Landschaft. Dieses Buch bietet Überblick und…
Klassifikation im Cloud-Datenmanagement. Themen umfassen NoSQL-Speichersysteme, polyglotte Architekturen, verteilte Transaktionen, Web-Caching, Datenzugriff und Rendering-Performance. Die Klassifikation ermöglicht eine Betrachtung des Gesamtentwurfs und der Positionen jedes Systems. Ein anwendungsorientiertes Entscheidungshilfetool erleichtert die Auswahl geeigneter Systemkandidaten für bestimmte Anwendungsszenarien.This book constitutes the workshops that have been held in conjunction with the 27th Pacific-Asia Conference on Knowledge Discovery and…
Data Mining, PAKDD 2023, which took place in Osaka, Japan, during May 25–28, 2023. For RAFDA 2024, Workshop on Research and Applications of Foundation Models for Data Mining and Affective Computing, 15 submissions have been received and 9 full papers have been accepted for publication. For IWTA 2024, International Workshop on Temporal Analytics, 4 full papers have been accepted from a total of 6 submissions.The Art of Cyber Warfare explores the strategic and tactical approaches for offense and defense in the digital age. Drawing…
on historical conflicts from Sun Tzu to Carl von Clausewitz, the author illustrates that, despite changed conditions such as time, location, means, and resources – but not the laws of physics – it is possible to learn from past actions and reactions.The author aims to demonstrate in this book that, in reality, we have only transferred old methods into our current era but have forgotten to translate their reasons, effects, and the resulting lessons. For, as it has been for thousands of years, the reasons for human-created conflicts remain the same: wealth, fame, power, honor, or desire. Can we learn something from history for present and future (cyber) wars?Key 5G/5G-Advanced Physical Layer Technologies: Enabling Mobile and Fixed Wireless Access
By Douglas H. Morais. 2024
This third edition of this text covers the key technologies associated with the physical transmission of data on 5G mobile…
systems. Following an updated overview of these technologies, the author provides a high-level description of 3GPP’s mobile communications standard (5G/5G-Advanced) and shows how the key technologies presented earlier facilitate the transmission of very high-speed user data and control data and can provide very low latency for use cases where this is important. In the final chapter, an updated overview and the physical layer aspects of 5G NR enabled Fixed Wireless Access (FWA) networks is presented. Material in the second edition addressed mainly the key physical layer technologies and features associated with 3GPP Release 15, the first release to support 5G, and Release 16. This edition adds descriptions of some of the technological advancements supported in Releases 17 and 18, the latter being designated by 3GPP as 5G-Advanced. In addition to numerous enhancements of existing features, these releases include new features such as support for 1024-QAM in the downlink in the FR1 band, Reduced Capability (RedCAP) devices, Network Controlled repeaters, operation in the 6 GHz band and above 52.6 GHz, support for broadcast/multicast services, and Non-terrestrial Networks (NTNs). Additionally, a look ahead at some of the planned features and enhancements of Release 19 is provided. This textbook is intended for graduate and upper undergraduate engineering students and practicing engineers and technicians who have an interest in 3GPP’s 5G enabled mobile and or FWA networks and want to acquire, where missing, the necessary technology background in order to understand 3GPP’s physical layer specifications and operation. Provided are working problems and helpful examples throughout the text.Nature of Computation and Communication: 9th EAI International Conference, ICTCC 2023, Ho Chi Minh City, Vietnam, October 26-27, 2023, Proceedings (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
By Phan Cong Vinh, Hafiz Mahfooz Ul Haque. 2024
This book constitutes the refereed post-conference proceedings of the 9th International Conference on Nature of Computation and Communication, ICTCC 2023,…
held in Ho Chi Minh City, Vietnam, in October 2023. The 12 revised full papers presented were carefully selected from 30 submissions. The papers of ICTCC 2023 cover formal methods for self-adaptive systems and discuss natural approaches and techniques for natural computing systems and their applications.