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Optimized Predictive Models in Health Care Using Machine Learning

by Sandeep Kumar Anuj Sharma Navneet Kaur Lokesh Pawar Rohit Bajaj

OPTIMIZED PREDICTIVE MODELS IN HEALTH CARE USING MACHINE LEARNING This book is a comprehensive guide to developing and implementing optimized predictive models in healthcare using machine learning and is a required resource for researchers, healthcare professionals, and students who wish to know more about real-time applications. The book focuses on how humans and computers interact to ever-increasing levels of complexity and simplicity and provides content on the theory of optimized predictive model design, evaluation, and user diversity. Predictive modeling, a field of machine learning, has emerged as a powerful tool in healthcare for identifying high-risk patients, predicting disease progression, and optimizing treatment plans. By leveraging data from various sources, predictive models can help healthcare providers make informed decisions, resulting in better patient outcomes and reduced costs. Other essential features of the book include: provides detailed guidance on data collection and preprocessing, emphasizing the importance of collecting accurate and reliable data; explains how to transform raw data into meaningful features that can be used to improve the accuracy of predictive models; gives a detailed overview of machine learning algorithms for predictive modeling in healthcare, discussing the pros and cons of different algorithms and how to choose the best one for a specific application; emphasizes validating and evaluating predictive models; provides a comprehensive overview of validation and evaluation techniques and how to evaluate the performance of predictive models using a range of metrics; discusses the challenges and limitations of predictive modeling in healthcare; highlights the ethical and legal considerations that must be considered when developing predictive models and the potential biases that can arise in those models. Audience The book will be read by a wide range of professionals who are involved in healthcare, data science, and machine learning.

Optimizing Play: Why Theorycrafting Breaks Games and How to Fix It

by Christopher A. Paul

An unexpected take on how games work, what the stakes are for them, and how game designers can avoid the traps of optimization.The process of optimization in games seems like a good thing—who wouldn&’t want to find the most efficient way to play and win? As Christopher Paul argues in Optimizing Play, however, optimization can sometimes risk a tragedy of the commons, where actions that are good for individuals jeopardize the overall state of the game for everyone else. As he explains, players inadvertently limit play as they theorycraft, seeking optimal choices. The process of developing a meta, or the most effective tactic available, structures decision making, causing play to stagnate. A &“stale&” meta then creates a perception that a game is solved and may lead players to turn away from the game.Drawing on insights from game studies, rhetoric, the history of science, ecology, and game theory literature, Paul explores the problem of optimization in a range of video games, including Overwatch, FIFA/EA Sports FC, NBA 2K, Clash Royale, World of Warcraft, and League of Legends. He also pulls extensively from data analytics in sports, where the problem has progressed further and is even more intractable than it is in video games, given the money sports teams invest to find an edge. Finally, Paul offers concrete and specific suggestions for how games can be developed to avoid the trap set by optimization run amok.

Optimizing Project Work, Management, and Delivery

by Gary L. Richardson Brad M. Jackson

Thousands of project management–related books have been written. Why is Optimizing Project Work, Management, and Delivery different? This book represents the authors’ experiences gained from looking at the problem of project management for 50 years and wondering why projects cannot be more successful. Experience from various management models and techniques has helped but still does not fit reality or provide accurate forecasts. Industry surveys have compiled the root causes of project failure, and yet they persist. Is there no answer to this problem? As the book explains, the management solution is not in the models or the theory but is found in how they are mapped against the actual target project characteristics. This is the book’s unique strength. There are major coverage gaps in current project management models that also need to be recognized. All of the existing models are correct in some ways, and yet each is also wrong. The book starts by reviewing popular models and related topics that help construct the building blocks of an integrated model structure, which is at the core of this book. The integrated model described here is meant to be a decision-oriented view related to the project life cycle rather than a cookbook of success steps. Project management is too complex for a cookbook approach. This text helps managers find that right path.

Oracle Cloud Infrastructure (OCI) GoldenGate: Real-world Examples

by Y V Ravi Kumar Raghavendra S Ankur Goel

This book focuses on the utilization of GoldenGate Services (GGS) in conjunction with a microservices architecture on the Oracle cloud (OCI), primarily for data migration and integration across various data sources and targets.The book begins with a practical example of utilizing GGS on a Marketplace VM, progressively advancing to in-depth discussions on implementing GoldenGate as a Service on OCI. The book offers illustrative guides for data replication between RDBMSs (such as Oracle, Postgres, and big data targets such as Kafka). Additionally, it explores monitoring techniques using Enterprise Manager and Grafana dashboards. A comparative analysis is presented between traditional VM-based GoldenGate installations and the OCI service model. Special attention is given to Zero Downtime Migration (ZDM) and leveraging GGS for database migration from on-premises to OCI. Some chapters address multi-cloud replication using OCI GGS and include real-life case studies.By the end of this book you will have gained comprehensive insights into the architectural design of GoldenGate Services and will be adept at replicating data using GGS, enabling you to replicate setups in your own environments.What You Will LearnSet up GoldenGate Services for high availability (HA), disaster recovery (DR), migration of data to cloud, and moving data into the data lake or lakehousePerform logical migration of data to the cloud using the ZDM tool (ZDM uses GoldenGate internally).Replicate data to big data targetsMonitor GGS using Enterprise Manager and GrafanaReplicate data in a multi-cloud environment Who This Book Is ForOracle database administrators who want to replicate data or use Oracle GoldenGate Services for migration and setup of high availability (HA) and disaster recovery (DR); and data engineers who want tobuild the data warehouse, data lake, data lakehouse to push data in near real-time

The Orchid Cage: A Science Fiction Novel (Science and Fiction)

by Herbert W. Franke

This book is a new English translation of the classic science fiction story written in 1961 by Herbert W. Franke, widely held to be the most important German-language science-fiction writer. A dead city on a distant planet, two groups of people trying to explore it. Step by step, they penetrate the outer ring with its ultra-modern technology, the half-ruined medieval city center and finally the mysterious center. But is the eerie city really dead? Suddenly the factories start working again, the automatons intervene, and somewhere in the background there is still something hidden that could perhaps awaken. But is it people or machines? Herbert W. Franke leads the reader into an oppressively strange world; only after the startling resolution does it become clear what lies behind the adventures of the intruders - not a cosmic strangeness, but a threatening development that could affect humans in the same way. Franke's novel is thus a parable of the evolution of all humans in the age of technical communication ...

The Ordinal Society

by Marion Fourcade Kieran Healy

A sweeping critique of how digital capitalism is reformatting our world.We now live in an “ordinal society.” Nearly every aspect of our lives is measured, ranked, and processed into discrete, standardized units of digital information. Marion Fourcade and Kieran Healy argue that technologies of information management, fueled by the abundance of personal data and the infrastructure of the internet, transform how we relate to ourselves and to each other through the market, the public sphere, and the state.The personal data we give in exchange for convenient tools like Gmail and Instagram provides the raw material for predictions about everything from our purchasing power to our character. The Ordinal Society shows how these algorithmic predictions influence people’s life chances and generate new forms of capital and social expectation: nobody wants to ride with an unrated cab driver anymore or rent to a tenant without a risk score. As members of this society embrace ranking and measurement in their daily lives, new forms of social competition and moral judgment arise. Familiar structures of social advantage are recycled into measures of merit that produce insidious kinds of social inequality.While we obsess over order and difference—and the logic of ordinality digs deeper into our behaviors, bodies, and minds—what will hold us together? Fourcade and Healy warn that, even though algorithms and systems of rationalized calculation have inspired backlash, they are also appealing in ways that make them hard to relinquish.

Organic Social Media: How to Build Flourishing Online Communities

by Jenny Li Fowler

Organizations and institutions focused on community building have a built-in group of ambassadors who embrace their message and vision. Social media managers have a unique opportunity to lean into this loyalty by creating a social presence informed by this digital engagement. In Organic Social Media, Jenny Li Fowler outlines the important steps that social media managers need to take to enhance an organization's broader growth objectives. Fowler breaks down the important questions to help readers determine the best platforms to invest in, how they can streamline the approval process and other essential strategic steps to create an organic following on social platforms.Organic Social Media explains how to elevate the key growth objectives of a brand by creating or recreating its online presence. Early chapters walk readers through the planning phase, the process of strategic goal setting, platform selection, resource management and content discovery. Later chapters focus on executing these established plans and offer a strategic way to build a content calendar and track the success of social. With this book, social media managers will future-proof the online presence of any organization.

Organisation und Führung in turbulenten Zeiten: Entwurf und Implementierung unter Verwendung des 3-P-Modells

by Peter Wollmann Frank Kühn Michael Kempf Reto Püringer

Dieses Buch knüpft an die erfolgreiche Entwicklung des Drei-Säulen-Modells (3-P-Modell) der Autoren für die Organisation und Führung in disruptiven Zeiten an. Der Schwerpunkt liegt darauf, dem Leser bei der Umsetzung des Modells zu helfen und eine Vielzahl von Anwendungsfällen für diese VUCA-Zeiten (Volatilität, Ungewissheit, Komplexität und Mehrdeutigkeit), einschließlich globaler Krisen wie der COVID-19-Pandemie, zu liefern. Das Buch deckt ein breites Spektrum von Organisationen ab: privater und öffentlicher Sektor, Nichtregierungsorganisationen, lokale und globale Regierungsinstitutionen, globale Organisationen wie die UNO usw. Darüber hinaus wird aufgezeigt, wie das 3-P-Modell auf Herausforderungen bei der Organisationsgestaltung, dem Management und der Führung angewendet werden kann.

Organization and Management of IT: The New Role of IT and the CIO in Digital Transformation

by Volker Johanning

This book takes a practical look at how IT organizations need to position themselves optimally in this dynamically changing world and what this means for the leadership of this increasingly important IT. In addition, the book takes a closer look at the topic of managing an IT organization: What is the role and what are the leadership responsibilities of a CIO? How and by what means can an IT organization best be managed? How can complex change processes and transformations be managed? Thus, the book offers a practical guide for organizational change or reorganization of IT with many tips on change management, leadership, and agile methods and approaches in the new IT organization.

Our Next Reality: How the AI-powered Metaverse Will Reshape the World

by Alvin Wang Graylin Louis Rosenberg

"Our Next Reality does a fantastic job of giving a balanced and insightful analysis to some of the most pressing questions our society will face in the near future. The material is data driven, digestible, and very actionable." RAY KURZWEIL, Author/Entrepreneur/Futurist"A wide-reaching exploration of the intersections between AI, VR and AR: it's a mind-opener, and a source of reflection on how transformative and still unknown the future of communication, personal technology and even personal privacy might become." SCOTT STEIN, Editor at Large, CNETOver the last 100 years, technology has changed our world. Over the next decade it will transform our reality.We are entering a new technological age in which artificial intelligence and immersive media will transform society at all levels, mediating our lives by altering what we see, hear, and experience. Powered by immersive eyewear and driven by interactive AI agents, this new age of computing has the potential to make our world a magical place where the boundaries between the real and the virtual, the human and the artificial, rapidly fade away. If managed well, this could unleash a new age of abundance. If managed poorly, this technological revolution could easily go astray, deeply compromising our privacy, autonomy, agency, and even our humanity.In Our Next Reality, two industry veterans provide a data-driven debate on whether the new world we're creating will be a technological utopia or an AI-powered dystopia and give guidance on how to aim for the best future we can. With a Foreword by renowned author Neal Stephenson and section contributions from industry thought-leaders such as Peter H. Diamandis, Tom Furness, Phillip Rosedale, Tony Parisi, Avi Bar Zeev and Walter Parkes, this book answers over a dozen of the most pressing questions we face as artificial intelligence and spatial computing accelerates the digitization of our world. Find out why our actions in the next decade could determine the trajectory of our species for countless millennia."For anyone who wants to use AI and XR to help build the future, read this book to help you skillfully navigate a future of unprecedented danger and promise." JASON HINER, Editor in Chief, ZDNet"Our Next Reality really is a must-read for anyone who wants to prepare for the massive AI and XR driven disruption coming our way." CHARLIE FINK, Author | Adjunct | Forbes Tech Columnist

Our Next Reality: How the AI-powered Metaverse Will Reshape the World

by Alvin Wang Graylin Louis Rosenberg

Foreword by Neal Stephenson, bestselling author of Snow Crash Over the last 100 years, technology has changed our world. Over the next decade it will transform our reality. The planet is headed for a momentous upheaval, and we are not prepared. We are entering a new technological age in which artificial intelligence and immersive media will transform society at all levels, mediating our lives by altering what we see, hear, and experience. Powered by immersive eyewear and driven by interactive AI agents, this new age of computing has the potential to make our world a magical place where the boundaries between the real and the virtual, the human and the artificial, rapidly fade away. If managed well, this could unleash a new age of abundance. If managed poorly, this technological revolution could easily go astray, deeply compromising our privacy, autonomy, agency, and even our humanity. In Our Next Reality, two industry veterans provide a data-driven debate on whether the new world we're creating will be a technological utopia or an AI-powered dystopia and give guidance on how to aim for the best future we can. With a Foreword by renowned author Neal Stephenson and section contributions from industry thought-leaders such as Peter H. Diamandis, Tom Furness, Phillip Rosedale, Tony Parisi, Avi Bar Zeev and Walter Parkes, this book answers over a dozen of the most pressing questions we face as AI/VR/AR accelerates the digitization of our world. Find out why our actions in the next decade could determine the trajectory of our species for countless millennia.

Our Next Reality: How the AI-powered Metaverse Will Reshape the World

by Alvin Wang Graylin Louis Rosenberg

"Our Next Reality does a fantastic job of giving a balanced and insightful analysis to some of the most pressing questions our society will face in the near future. The material is data driven, digestible, and very actionable." RAY KURZWEIL, Author/Entrepreneur/Futurist"A wide-reaching exploration of the intersections between AI, VR and AR: it's a mind-opener, and a source of reflection on how transformative and still unknown the future of communication, personal technology and even personal privacy might become." SCOTT STEIN, Editor at Large, CNETOver the last 100 years, technology has changed our world. Over the next decade it will transform our reality.We are entering a new technological age in which artificial intelligence and immersive media will transform society at all levels, mediating our lives by altering what we see, hear, and experience. Powered by immersive eyewear and driven by interactive AI agents, this new age of computing has the potential to make our world a magical place where the boundaries between the real and the virtual, the human and the artificial, rapidly fade away. If managed well, this could unleash a new age of abundance. If managed poorly, this technological revolution could easily go astray, deeply compromising our privacy, autonomy, agency, and even our humanity.In Our Next Reality, two industry veterans provide a data-driven debate on whether the new world we're creating will be a technological utopia or an AI-powered dystopia and give guidance on how to aim for the best future we can. With a Foreword by renowned author Neal Stephenson and section contributions from industry thought-leaders such as Peter H. Diamandis, Tom Furness, Phillip Rosedale, Tony Parisi, Avi Bar Zeev and Walter Parkes, this book answers over a dozen of the most pressing questions we face as artificial intelligence and spatial computing accelerates the digitization of our world. Find out why our actions in the next decade could determine the trajectory of our species for countless millennia."For anyone who wants to use AI and XR to help build the future, read this book to help you skillfully navigate a future of unprecedented danger and promise." JASON HINER, Editor in Chief, ZDNet"Our Next Reality really is a must-read for anyone who wants to prepare for the massive AI and XR driven disruption coming our way." CHARLIE FINK, Author | Adjunct | Forbes Tech Columnist

Our Next Reality: How the AI-powered Metaverse Will Reshape the World

by Alvin Wang Graylin Louis Rosenberg

"Our Next Reality does a fantastic job of giving a balanced and insightful analysis to some of the most pressing questions our society will face in the near future. The material is data driven, digestible, and very actionable." RAY KURZWEIL, Author/Entrepreneur/Futurist"A wide-reaching exploration of the intersections between AI, VR and AR: it's a mind-opener, and a source of reflection on how transformative and still unknown the future of communication, personal technology and even personal privacy might become." SCOTT STEIN, Editor at Large, CNET"For anyone who wants to use AI and XR to help build the future, read this book to help you skillfully navigate a future of unprecedented danger and promise." JASON HINER, Editor in Chief, ZDNet"Our Next Reality really is a must-read for anyone who wants to prepare for the massive AI and XR driven disruption coming our way." CHARLIE FINK, Author | Adjunct | Forbes Tech ColumnistOver the last 100 years, technology has changed our world. Over the next decade it will transform our reality.We are entering a new technological age in which artificial intelligence and immersive media will transform society at all levels, mediating our lives by altering what we see, hear, and experience. Powered by immersive eyewear and driven by interactive AI agents, this new age of computing has the potential to make our world a magical place where the boundaries between the real and the virtual, the human and the artificial, rapidly fade away. If managed well, this could unleash a new age of abundance. If managed poorly, this technological revolution could easily go astray, deeply compromising our privacy, autonomy, agency, and even our humanity.In Our Next Reality, two industry veterans provide a data-driven debate on whether the new world we're creating will be a technological utopia or an AI-powered dystopia and give guidance on how to aim for the best future we can. With a Foreword by renowned author Neal Stephenson and section contributions from industry thought-leaders such as Peter H. Diamandis, Tom Furness, Phillip Rosedale, Tony Parisi, Avi Bar Zeev and Walter Parkes, this book answers over a dozen of the most pressing questions we face as artificial intelligence and spatial computing accelerates the digitization of our world. Find out why our actions in the next decade could determine the trajectory of our species for countless millennia.

Our Planet Powered by AI: How We Use Artificial Intelligence to Create a Sustainable Future for Humanity

by Mark Minevich

A hands-on guide to evolving your company with ethical AI along with thought-provoking insights and predictions from a variety of well-known industry leaders In Our Planet Powered by AI, renowned AI strategist and pioneer Mark Minevich delivers an exciting and practical discussion of how to implement groundbreaking artificial intelligence technologies at every level of your organization. You’ll learn to create sustainable, effective competitive advantage by introducing previously unheard-of levels of adaptability, resilience, and innovation into your company. Using real-world case studies from a variety of well-known industry leaders, the author explains the strategic archetypes, technological infrastructures, and cultures of sustainability you’ll need to ensure your firm’s next-level digital transformation takes root. You’ll also discover: How AI can enable new business strategies, models, and ecosystems of innovation and growth How to develop societal impact and powerful organizational benefits with ethical AI implementations that incorporate transparency, fairness, privacy, and reliability What it means to enable all-inclusive artificial intelligence An engaging and hands-on exploration of how to take your firm to new levels of dynamism and growth, Our Planet Powered by AI will earn a place in the libraries of managers, executives, directors, and other business and technology leaders seeking to distinguish their companies in a new age of astonishing technological advancement and fierce competition.

Over the Influence: Why Social Media is Toxic for Women and Girls - And How We Can Take it Back

by Kara Alaimo

This essential book is a rallying cry for women to recognize and reject the ways social media is being weaponized against us — and instead wield it to empower ourselves.In Over the Influence, communication professor and CNN Opinion contributor Kara Alaimo reveals how social media is affecting every aspect of the lives of women and girls—from our relationships and our parenting to our physical and mental well-being. Over the Influence is a book about what it means to live in the world social media has wrought—whether you&’re constantly connected or have deleted your accounts forever. Alaimo shows why you&’re likely to get fewer followers if you&’re a woman. She explains how fake news is crafted to prey on women&’s vulnerabilities. She reveals why so much of the content we find in our feeds is specifically designed to hold us back. And she explains how social media has made the offline world an uglier place for women.But we can change this. Alaimo offers up brilliant advice for how to get over the influence—how to handle our daughters&’ use of social media, use dating apps to find the partners we&’re looking for, use social networks to bolster our careers, and protect ourselves from sextortionists, catfishers, and trolls. She also explains what we need to demand from lawmakers and tech companies.Over the Influence calls on women to recognize and call out the subtle (and not-so-subtle) sexism and misogyny we find online, reject misinformation that is targeted to us because of our gender, and use our platforms to empower ourselves and other women.

Pan-African Conference on Artificial Intelligence: Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part I (Communications in Computer and Information Science #2068)

by Taye Girma Debelee Achim Ibenthal Friedhelm Schwenker Yehualashet Megersa Ayano

This two-volume set, CCIS 2068 and 2069, constitutes selected papers presented during the Second Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2023, held in Addis Ababa, Ethiopia, in October 2023. The set goal of the conference is to exchange the best practices of joint Pan-African efforts to provide solutions for Africa’s key 21st century challenges in the social, economic and ecologic domains. The 29 papers were thoroughly reviewed and selected from 134 submissions. The papers are organized in the following topical sections: Medical AI; Natural Language Processing, Text and Speech Processing; AI in Finance and Cyber Security; Autonomous Vehicles; AI Ethics and Life Sciences.

Pan-African Conference on Artificial Intelligence: Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part II (Communications in Computer and Information Science #2069)

by Taye Girma Debelee Achim Ibenthal Friedhelm Schwenker Yehualashet Megersa Ayano

This two-volume set, CCIS 2068 and 2069, constitutes selected papers presented during the Second Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2023, held in Addis Ababa, Ethiopia, in October 2023. The set goal of the conference is to exchange the best practices of joint Pan-African efforts to provide solutions for Africa’s key 21st century challenges in the social, economic and ecologic domains. The 29 papers were thoroughly reviewed and selected from 134 submissions. The papers are organized in the following topical sections: Medical AI; Natural Language Processing, Text and Speech Processing; AI in Finance and Cyber Security; Autonomous Vehicles; AI Ethics and Life Sciences.

Pandemic to Endemic: Propositions for the Future

by Divekar Rajiv Chopra Komal Chitranshi Jaya Mehendale Smita

The pandemic wave of Covid 19 made many organizations in different sectors rethink their business strategy. The pandemic wave soon became an endemic and the organizations adapted themselves to the new ways of doing business. Endemic situation indicates that the Covid virus is here to stay but with limited impact. The book provides deeper research on how organizations adapted themselves to the post Covid situation and how they look at the future. The book covers studies from the areas of marketing, finance, human resource, operations, healthcare and education.

Parallel and Distributed Computing, Applications and Technologies: Proceedings of PDCAT 2023 (Lecture Notes in Electrical Engineering #1112)

by Ji Su Park Hiroyuki Takizawa Hong Shen James J. Park

This book constitutes the refereed proceedings of the International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) which was held in Jeju, Korea in August, 2023. The papers of this volume are organized in topical sections on wired and wireless communication systems, high dimensional data representation and processing, networks and information security, computing techniques for efficient networks design, electronic circuits for communication systems.

Passive and Active Measurement: 25th International Conference, PAM 2024, Virtual Event, March 11–13, 2024, Proceedings, Part II (Lecture Notes in Computer Science #14538)

by Philipp Richter Vaibhav Bajpai Esteban Carisimo

This book constitutes the proceedings of the 25th International Conference on Passive and Active Measurement, PAM 2024, held as a virtual event from March 11–13, 2024.The 14 full papers and 13 short papers presented in this volume were carefully reviewed and selected from 64 submissions. The papers are organized in the following topical sections: Network Security, Routing, Satellite Networks, Topology, Transport Protocol and User Privacy.

Passive and Active Measurement: 25th International Conference, PAM 2024, Virtual Event, March 11–13, 2024, Proceedings, Part I (Lecture Notes in Computer Science #14537)

by Philipp Richter Vaibhav Bajpai Esteban Carisimo

This book constitutes the proceedings of the 25th International Conference on Passive and Active Measurement, PAM 2024, held as a virtual event from March 11–13, 2024.The 14 full papers and 13 short papers presented in this volume were carefully reviewed and selected from 64 submissions. The papers are organized in the following topical sections: Applications, IPv6, Machine Learning, and Measurement Tools.

Past and Future Presence: Approaches for Implementing XR Technology in Humanities and Art Education

by Lissa Crofton-Sleigh Brian Beams

While uses and studies of XR technology within STEM-based education have been plentiful in recent years, there has been lesser or even, at times, a lack of coverage for this novel learning tool in the arts and humanities.Past and Future Presence aims to bridge some of that gap by presenting research-based theory and case studies of successful application and implementation of XR technology into postsecondary educational settings, ranging in topics from ancient to modern languages, classical and contemporary art, and reenvisioned historical scenes and events presented in ways never seen before. The studies also contemplate how this novel medium can enhance and supplement learning in classrooms and other formal or informal learning environments. The volume as a whole is intended to demonstrate to educators, scholars, and researchers in higher education the potential value of integrating XR technology into their classrooms and to provide a strong argument for college and university administrators to invest in training and development of new research and content for classrooms inside and outside of STEM. The authors of these chapters come from a diverse range of backgrounds at different stages of their careers, providing a broad crosssection of scholastic work within the humanities and arts. Each chapter offers a different angle or approach to incorporating XR technology into teaching or research within different subject areas. As the volume suggests, this technology also places additional emphasis on the humanity within the humanities, by focusing on increasing connection between users and different cultures, time periods, and perspectives.

Pattern Recognition: 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19–22, 2023, Proceedings (Lecture Notes in Computer Science #14264)

by Ullrich Köthe Carsten Rother

This book constitutes the proceedings of the 45th Annual Conference of the German Association for Pattern Recognition, DAGM-GCPR 2023, which took place in Heidelberg, Germany, during September 19-22, 2023. The 40 full papers included in these proceedings were carefully reviewed and selected from 76 submissions. They were organized in topical sections as follows: Segmentation and action recognition; 3D reconstruction and neural rendering; Photogrammetry and remote sensing; Pattern recognition in the life sciences; Interpretable machine learning; Weak supervision and online learning; Robust models.

Pattern Recognition and Computer Vision: 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13–15, 2023, Proceedings, Part I (Lecture Notes in Computer Science #14425)

by Qingshan Liu Hanzi Wang Zhanyu Ma Weishi Zheng Hongbin Zha Xilin Chen Liang Wang Rongrong Ji

The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13–15, 2023. The 532 full papers presented in these volumes were selected from 1420 submissions. The papers have been organized in the following topical sections: Action Recognition, Multi-Modal Information Processing, 3D Vision and Reconstruction, Character Recognition, Fundamental Theory of Computer Vision, Machine Learning, Vision Problems in Robotics, Autonomous Driving, Pattern Classification and Cluster Analysis, Performance Evaluation and Benchmarks, Remote Sensing Image Interpretation, Biometric Recognition, Face Recognition and Pose Recognition, Structural Pattern Recognition, Computational Photography, Sensing and Display Technology, Video Analysis and Understanding, Vision Applications and Systems, Document Analysis and Recognition, Feature Extraction and Feature Selection, Multimedia Analysis and Reasoning, Optimization and Learning methods, Neural Network and Deep Learning, Low-Level Vision and Image Processing, Object Detection, Tracking and Identification, Medical Image Processing and Analysis.

Pattern Recognition and Computer Vision: 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13–15, 2023, Proceedings, Part II (Lecture Notes in Computer Science #14426)

by Qingshan Liu Hanzi Wang Zhanyu Ma Weishi Zheng Hongbin Zha Xilin Chen Liang Wang Rongrong Ji

The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13–15, 2023. The 532 full papers presented in these volumes were selected from 1420 submissions. The papers have been organized in the following topical sections: Action Recognition, Multi-Modal Information Processing, 3D Vision and Reconstruction, Character Recognition, Fundamental Theory of Computer Vision, Machine Learning, Vision Problems in Robotics, Autonomous Driving, Pattern Classification and Cluster Analysis, Performance Evaluation and Benchmarks, Remote Sensing Image Interpretation, Biometric Recognition, Face Recognition and Pose Recognition, Structural Pattern Recognition, Computational Photography, Sensing and Display Technology, Video Analysis and Understanding, Vision Applications and Systems, Document Analysis and Recognition, Feature Extraction and Feature Selection, Multimedia Analysis and Reasoning, Optimization and Learning methods, Neural Network and Deep Learning, Low-Level Vision and Image Processing, Object Detection, Tracking and Identification, Medical Image Processing and Analysis.

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