Download or read book Centrality and Diversity in Search written by M.N. Murty and published by Springer. This book was released on 2019-08-14 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification. The text is designed to be accessible to a broad readership. Requiring only a basic background in undergraduate-level mathematics, the work is suitable for senior undergraduate and graduate students, as well as researchers working in machine learning, data mining, social networks, and pattern recognition.
Download or read book Graph Algorithms written by Mark Needham and published by "O'Reilly Media, Inc.". This book was released on 2019-05-16 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how graph algorithms can help you leverage the relationships within your data to develop more intelligent solutions and enhance your machine learning models. You’ll learn how graph analytics are uniquely suited to unfold complex structures and reveal difficult-to-find patterns lurking in your data. Whether you are trying to build dynamic network models or forecast real-world behavior, this book illustrates how graph algorithms deliver value—from finding vulnerabilities and bottlenecks to detecting communities and improving machine learning predictions. This practical book walks you through hands-on examples of how to use graph algorithms in Apache Spark and Neo4j—two of the most common choices for graph analytics. Also included: sample code and tips for over 20 practical graph algorithms that cover optimal pathfinding, importance through centrality, and community detection. Learn how graph analytics vary from conventional statistical analysis Understand how classic graph algorithms work, and how they are applied Get guidance on which algorithms to use for different types of questions Explore algorithm examples with working code and sample datasets from Spark and Neo4j See how connected feature extraction can increase machine learning accuracy and precision Walk through creating an ML workflow for link prediction combining Neo4j and Spark
Download or read book The SAGE Handbook of Action Research written by Hilary Bradbury and published by SAGE. This book was released on 2015-06-19 with total page 857 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of The SAGE Handbook of Action Research presents an updated version of the bestselling text, including new chapters covering emerging areas in healthcare, social work, education and international development, as well as an expanded ‘skills’ section which includes new consultant-relevant materials. Building on the strength of the previous landmark editions, Hilary Bradbury has carefully developed this edition to ensure it follows in their footsteps by mapping the current state of the discipline, as well as looking to the future of the field and exploring the issues at the cutting edge of the action research paradigm today. This volume is an essential resource for scholars and professionals engaged in social and political inquiry, healthcare, international development, new media, organizational research and education.
Download or read book The Middle East in Transition written by Nils A. Butenschøn and published by Edward Elgar Publishing. This book was released on with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: The violent transitions that have dominated developments since the Arab Uprisings demonstrate deep-seated divisions in the conceptions of state authority and citizen rights and responsibilities. Analysing the Middle East through the lens of the ‘citizenship approach’, this book argues that the current diversity of crisis in the region can be ascribed primarily to the crisis in the relations between state and citizen. The volume includes theoretical discussions and case studies, and covers both Arab and non-Arab countries.
Download or read book Diversity s Promise for Higher Education written by Daryl G. Smith and published by JHU Press. This book was released on 2020-08-11 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building sustainable diversity in higher education isn't just the right thing to do—it is an imperative for institutional excellence and for a pluralistic society that works. *Updated Edition* Daryl G. Smith has devoted her career to studying and fostering diversity in higher education. In Diversity's Promise for Higher Education, Smith brings together research from a wide variety of fields to propose a set of clear and realistic practices that will help colleges and universities locate diversity as a strategic imperative and pursue diversity efforts that are inclusive of the varied—and growing—issues apparent on campuses without losing focus on the critical unfinished business of the past. To become more relevant to society, the nation, and the world, while remaining true to their core missions, colleges and universities must continue to see diversity—like technology—as central, not parallel, to their work. Indeed, looking at the relatively slow progress for change in many areas, Smith suggests that seeing diversity as an imperative for an institution's individual mission, and not just as a value, is the necessary lever for real institutional change. Furthermore, achieving excellence in a diverse society requires increasing institutional capacity for diversity—working to understand how diversity is tied to better leadership, positive change, research in virtually every field, student success, accountability, and more equitable hiring practices. In this edition, which is aimed at administrators, faculty, researchers, and students of higher education, Smith emphasizes a transdisciplinary approach to the topic of diversity, drawing on an updated list of sources from a wealth of literatures and fields. The tables and figures have been refreshed to include data on faculty diversity over a twenty-year period, and the book includes new information about • gender identity, • embedded bias, • student success, • the growing role of chief diversity officers, • the international emergence of diversity issues, • faculty hiring, • and important metrics for monitoring progress. Drawing on forty years of diversity studies, this third edition also • includes more examples of how diversity is core to institutional excellence, academic achievement, and leadership development; • updates issues of language; • examines the current climate of race-based campus protest; • addresses the complexity of identity—and explains how to attend to the growing kinds of identities relevant to diversity, equity, and inclusion while not overshadowing the unfinished business of race, class, and gender.
Download or read book Fundamentals of Brain Network Analysis written by Alex Fornito and published by Academic Press. This book was released on 2016-03-04 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. - Winner of the 2017 PROSE Award in Biomedicine & Neuroscience and the 2017 British Medical Association (BMA) Award in Neurology - Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems - Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience - Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain
Download or read book Diversity and Inclusion in Higher Education written by Daryl G. Smith and published by Routledge. This book was released on 2014-04-16 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: In addition to many other issues that touch higher education around the world, diversity and equity in higher education is fast becoming a major opportunity and challenge to institutions, countries and regions. The increasing centrality of diversity is fueled in part by changing demographics, immigration, social movements, calls for remedies to historic grievances, and the relationship between identity and access to power. This book will provide an opportunity to look at efforts at institutional change with respect to diversity in several countries where issues of diversity are moving beyond simply access for diverse populations to efforts at institutional transformation. Its purpose is to provide a comparative perspective with the hope that we will be able to see patterns across these contexts from which we might learn. Amongst other subjects it will address: The historic and contemporary context for diversity Established and emerging salient identities How diversity is framed at a national and institutional level The prevailing strategies and policies for engaging diversity, again at the national and institutional level The role of special purpose institutions This critical book is essential for higher education scholars and practitioners with backgrounds in higher education.
Download or read book Opening Doors to Diversity in Leadership written by Bobby Siu and published by University of Toronto Press. This book was released on 2021-02-01 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: What accounts for the lack of diversity in leadership positions? Looking carefully at how current leaders view the relationship between top tier management and diverse groups, Opening Doors to Diversity in Leadership examines recruitment selection, performance evaluation, workplace succession, working conditions, and corporate culture and how they impact hiring, promotion, and retention of diverse groups. Using a psychological, organizational, and cultural framework Opening Doors to Diversity in Leadership will help businesses integrate a more diverse presence in leadership, Emphasizing the interlocking relationship between our thoughts and actions, this book stresses the importance of organizational review and self-reflection as well as the pivotal role of removing unconscious biases from the workplace and identifying the systemic biases embedded in many aspects of human resources management practices.
Download or read book Searching for Excellence and Diversity written by Eve Fine and published by Wiseli. This book was released on 2012-12 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recruiting, hiring, and retaining an excellent and diverse faculty is a top priority for colleges and universities nationwide. Yet faculty serving on search committees (or hiring committees) receive little or no education about the search process. Relying on both research and experience presenting hiring workshops to search committee members, the authors of this guidebook provide advice and recommendations for conducting an effective faculty search. The book includes practical suggestions for managing all stages of a faculty search as well as recommendations for ensuring that search committee members recruit women and members of underrepresented groups into their applicant pools and consciously avoid the influence of bias and assumptions in their evaluation of job candidates.
Download or read book Advanced Technologies Embedded and Multimedia for Human centric Computing written by Yueh-Min Huang and published by Springer Science & Business Media. This book was released on 2013-11-13 with total page 1213 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theme of HumanCom and EMC is focused on the various aspects of human-centric computing for advances in computer science and its applications, embedded and multimedia computing and provides an opportunity for academic and industry professionals to discuss the latest issues and progress in the area of human-centric computing. And the theme of EMC (Advanced in Embedded and Multimedia Computing) is focused on the various aspects of embedded system, smart grid, cloud and multimedia computing, and it provides an opportunity for academic, industry professionals to discuss the latest issues and progress in the area of embedded and multimedia computing. Therefore this book will be include the various theories and practical applications in human-centric computing and embedded and multimedia computing.
Download or read book Arts Education and Cultural Diversity written by Chee-Hoo Lum and published by Springer. This book was released on 2019-06-27 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This peer-reviewed academic yearbook stems from the inaugural meeting of the newly formed UNESCO UNITWIN network on Arts Education Research for Cultural Diversity and Sustainable Development, held at the National Institute of Education, Singapore in April 2017. It presents international scholarly perspectives on issues related to arts education and cultural diversity in terms of: i) national and international policies; ii) terms, concepts and vocabularies; iii) current and ongoing research; and iv) best practices. The UNESCO UNITWIN is an arts education research think tank that gathers and leverages original research and critical commentaries on the arts and sustainable development from UNITWIN member states and beyond (Australia, Canada, Colombia, Germany, Hong Kong, Kenya, Korea, Israel, New Zealand, Singapore, Taiwan, the Netherlands and the United States of America).
Download or read book Micro foundations for Innovation Policy written by B. Nooteboom and published by Amsterdam University Press. This book was released on 2008 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: In economics, business, and government policy, innovation policy requires the creation of new approaches based on insight in what happens in innovation processes, on the micro level of people, firms and interaction between them. In innovation policy it should also be recognized that innovation entails a whole range of activities beyond R&D, such as entrepreneurship, design, commercialization, organization, collaboration and the diffusion of knowledge and innovations . This edited volume explores the roles of individuals and organizations involved in the creation and application of innovations. Covering topics as diverse as the macro-economic importance of innovation, theories of knowledge and learning, entrepreneurship, education and research, organizational innovation, networks and regional innovation systems, Micro-Foundations for Innovation Policy provides critical insights into the development of innovation policy.
Download or read book ICTR 2020 3rd International Conference on Tourism Research written by Dr. José Martí-Parreño and published by Academic Conferences and publishing limited. This book was released on 2020-03-27 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Neighbor Networks written by Ronald S. Burt and published by OUP Oxford. This book was released on 2010-01-14 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a moral to this book, a bit of Confucian wisdom often ignored in social network analysis: "Worry not that no one knows you, seek to be worth knowing." This advice is contrary to the usual social network emphasis on securing relations with well-connected people. Neighbor Networks examines the cases of analysts, bankers, and managers, and finds that rewards, in fact, do go to people with well-connected colleagues. Look around your organization. The individuals doing well tend to be affiliated with well-connected colleagues. However, the advantage obvious to the naked eye is misleading. It disappears when an individual's own characteristics are held constant. Well-connected people do not have to affiliate with people who have nothing to offer. This book shows that affiliation with well-connected people adds stability but no advantage to a person's own connections. Advantage is concentrated in people who are themselves well connected. This book is a trail of argument and evidence that leads to the conclusion that individuals make a lot of their own network advantage. The social psychology of networks moves to center stage and personal responsibility emerges as a key theme. In the end, the social is affirmed, but with an emphasis on individual agency and the social psychology of networks. The research gives new emphasis to Coleman's initial image of social capital as a forcing function for human capital. This book is for academics and researchers of organizational and network studies interested in a new angle on familiar data, and as a supplemental reading in graduate courses on social networks, stratification, or organizations. A variety of research settings are studied, and diverse theoretical perspectives are taken. The book's argument and evidence are supported by ample appendices for readers interested in background details.
Download or read book Competence Building and Leveraging in Interorganizational Relations written by Rudy Martens and published by Emerald Group Publishing. This book was released on 2008-02-29 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes papers that offer a review of inter-organizational relations in alternative approaches to the creation and management of competences. This volume offers an integrative approach to strategy and management theory, research, and practice.
Download or read book Research Tracks in Urbanism Dynamics Planning and Design in Contemporary Urban Territories written by Alessia Allegri and published by CRC Press. This book was released on 2021-09-13 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maybe the Global Village metaphor has never been more accurate than it is today, where societies join forces in the fight against the COVID 19 pandemic, in a global coordinated effort, possibly never tested before in the known history of Humankind. Although we are sure that in the past some other shared demands have united the different peoples of the world, this has never been so strongly necessary, mainly in what the global scientific community is concerned. This is a fight for the survival of a society. However, we should not lose sight of what we are fighting for. We fight together for people. Not just for the abstract value of Human life, but for life in society as a whole, including its moral and ethical aspects. The topics of this book are based on this claim, on what makes it possible. We do not build our lives in a vacuum, or in distant Invisible Cities, but through a higher value, which represents physical life in society: the City, built by the discipline of Urbanism. This book is a spin-off of the International Research Seminar on Urbanism_SIIU2020. Inspired by the contents of twelve research seminars, a group of researchers from the universities of Barcelona, Lisbon and São Paulo discuss the contemporary agenda of research in Urbanism. Following the conference, a selection of 35 original double-blind peer-reviewed research papers were brought together with different perspectives about such an agenda.
Download or read book Data Mining and Knowledge Discovery for Big Data written by Wesley W. Chu and published by Springer Science & Business Media. This book was released on 2013-09-24 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of data mining has made significant and far-reaching advances over the past three decades. Because of its potential power for solving complex problems, data mining has been successfully applied to diverse areas such as business, engineering, social media, and biological science. Many of these applications search for patterns in complex structural information. In biomedicine for example, modeling complex biological systems requires linking knowledge across many levels of science, from genes to disease. Further, the data characteristics of the problems have also grown from static to dynamic and spatiotemporal, complete to incomplete, and centralized to distributed, and grow in their scope and size (this is known as big data). The effective integration of big data for decision-making also requires privacy preservation. The contributions to this monograph summarize the advances of data mining in the respective fields. This volume consists of nine chapters that address subjects ranging from mining data from opinion, spatiotemporal databases, discriminative subgraph patterns, path knowledge discovery, social media, and privacy issues to the subject of computation reduction via binary matrix factorization.
