Nonnegative Matrix Factorization

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Author :
Publisher : SIAM
ISBN 13 : 1611976413
Total Pages : 376 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis Nonnegative Matrix Factorization by : Nicolas Gillis

Download or read book Nonnegative Matrix Factorization written by Nicolas Gillis and published by SIAM. This book was released on 2020-12-18 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonnegative matrix factorization (NMF) in its modern form has become a standard tool in the analysis of high-dimensional data sets. This book provides a comprehensive and up-to-date account of the most important aspects of the NMF problem and is the first to detail its theoretical aspects, including geometric interpretation, nonnegative rank, complexity, and uniqueness. It explains why understanding these theoretical insights is key to using this computational tool effectively and meaningfully. Nonnegative Matrix Factorization is accessible to a wide audience and is ideal for anyone interested in the workings of NMF. It discusses some new results on the nonnegative rank and the identifiability of NMF and makes available MATLAB codes for readers to run the numerical examples presented in the book. Graduate students starting to work on NMF and researchers interested in better understanding the NMF problem and how they can use it will find this book useful. It can be used in advanced undergraduate and graduate-level courses on numerical linear algebra and on advanced topics in numerical linear algebra and requires only a basic knowledge of linear algebra and optimization.

Relational Psychodynamic Psychotherapy Supervision

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Author :
Publisher :
ISBN 13 : 9781433820632
Total Pages : pages
Book Rating : 4.8/5 (26 download)

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Book Synopsis Relational Psychodynamic Psychotherapy Supervision by :

Download or read book Relational Psychodynamic Psychotherapy Supervision written by and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "In Relational Psychodynamic Psychotherapy Supervision, guest expert supervisor, Dr. Joan E. Sarnat, demonstrates and discusses this approach to supervision. The goal of relational psychodynamic supervision is to create a more experiential, participatory, and relationship-focused form of supervision, one that not only provides usable psychotherapeutic knowledge and skills, but also facilitates the emotional and relational development that is essential to becoming an effective psychodynamic psychotherapist. In this video, Sarnat and her supervisee engage in a supervisory session, and host Dr. Hanna Levenson interviews them about their work together, exploring the constructs of this model and the nature of the supervisory relationship. In the session, Dr. Sarnat's supervisee conveys that she is frustrated by how her patient is discounting her during the termination phase of therapy. By becoming aware of and working with her own feelings of frustration within the session, Dr. Sarnat demonstrates the art of using a reenactment to help the supervisee deepen her awareness and thereby facilitate the therapy."--

Joining the Club

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Author :
Publisher :
ISBN 13 : 9780300084689
Total Pages : 486 pages
Book Rating : 4.0/5 (846 download)

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Book Synopsis Joining the Club by : Dan A. Oren

Download or read book Joining the Club written by Dan A. Oren and published by . This book was released on 2000 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique and richly informative addition to American educational, religious, and cultural history examines the college life of Jews at Yale from the first Jewish graduate in 1809 to the present time, drawing comparisons to the Jewish experience at other elite colleges and universities and to the experiences of other minorities at Yale. In this revised edition, Oren draws on new interviews and references to present the dramatic events of the past twenty years, describing the tensions between majority and minority cultures in an academic world increasingly committed to inclusiveness and the solidification of meritocracy.

Field Research in Africa

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Author :
Publisher : Boydell & Brewer
ISBN 13 : 1847012698
Total Pages : 191 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis Field Research in Africa by : An Ansoms

Download or read book Field Research in Africa written by An Ansoms and published by Boydell & Brewer. This book was released on 2021 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential exploration of and guide to research ethics in the field.

Changing Race

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Publisher : NYU Press
ISBN 13 : 0814745083
Total Pages : 281 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis Changing Race by : Clara E. Rodríguez

Download or read book Changing Race written by Clara E. Rodríguez and published by NYU Press. This book was released on 2000-07-01 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the dynamic complexity of American ethnic life and Latino identity Latinos are the fastest growing population group in the United States.Through their language and popular music Latinos are making their mark on American culture as never before. As the United States becomes Latinized, how will Latinos fit into America's divided racial landscape and how will they define their own racial and ethnic identity? Through strikingly original historical analysis, extensive personal interviews and a careful examination of census data, Clara E. Rodriguez shows that Latino identity is surprisingly fluid, situation-dependent, and constantly changing. She illustrates how the way Latinos are defining themselves, and refusing to define themselves, represents a powerful challenge to America's system of racial classification and American racism.

The Miner's Canary

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Publisher : Harvard University Press
ISBN 13 : 0674038037
Total Pages : 402 pages
Book Rating : 4.6/5 (74 download)

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Book Synopsis The Miner's Canary by : Lani GUINIER

Download or read book The Miner's Canary written by Lani GUINIER and published by Harvard University Press. This book was released on 2009-06-30 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like the canaries that alerted miners to a poisonous atmosphere, issues of race point to underlying problems in society that ultimately affect everyone, not just minorities. Addressing these issues is essential. Ignoring racial differences--race blindness--has failed. Focusing on individual achievement has diverted us from tackling pervasive inequalities. Now, in a powerful and challenging book, Lani Guinier and Gerald Torres propose a radical new way to confront race in the twenty-first century. Given the complex relationship between race and power in America, engaging race means engaging standard winner-take-all hierarchies of power as well. Terming their concept political race, Guinier and Torres call for the building of grass-roots, cross-racial coalitions to remake those structures of power by fostering public participation in politics and reforming the process of democracy. Their illuminating and moving stories of political race in action include the coalition of Hispanic and black leaders who devised the Texas Ten Percent Plan to establish equitable state college admissions criteria, and the struggle of black workers in North Carolina for fair working conditions that drew on the strength and won the support of the entire local community. The aim of political race is not merely to remedy racial injustices, but to create truly participatory democracy, where people of all races feel empowered to effect changes that will improve conditions for everyone. In a book that is ultimately not only aspirational but inspirational, Guinier and Torres envision a social justice movement that could transform the nature of democracy in America.

Increasing Faculty Diversity

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Publisher : Harvard University Press
ISBN 13 : 0674029690
Total Pages : 385 pages
Book Rating : 4.6/5 (74 download)

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Book Synopsis Increasing Faculty Diversity by : Stephen COLE

Download or read book Increasing Faculty Diversity written by Stephen COLE and published by Harvard University Press. This book was released on 2009-06-30 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, colleges have successfully increased the racial diversity of their student bodies. They have been less successful, however, in diversifying their faculties. This book identifies the ways in which minority students make occupational choices, what their attitudes are toward a career in academia, and why so few become college professors. Working with a large sample of high-achieving minority students from a variety of institutions, the authors conclude that minority students are no less likely than white students to aspire to academic careers. But because minorities are less likely to go to college and less likely to earn high grades within college, few end up going to graduate school. The shortage of minority academics is not a result of the failure of educational institutions to hire them; but of the very small pool of minority Ph.D. candidates. In examining why some minorities decide to become academics, the authors conclude that same-race role models are no more effective than white role models and that affirmative action contributes to the problem by steering minority students to schools where they perform relatively poorly. They end with policy recommendations on how more minority students might be attracted to an academic career.

Making Sense of Humanity

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Author :
Publisher : Cambridge University Press
ISBN 13 : 9780521478687
Total Pages : 268 pages
Book Rating : 4.4/5 (786 download)

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Book Synopsis Making Sense of Humanity by : Bernard Williams

Download or read book Making Sense of Humanity written by Bernard Williams and published by Cambridge University Press. This book was released on 1995-06-30 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collection of philosophical papers

Urban Wastelands

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Author :
Publisher : Springer Nature
ISBN 13 : 3030748820
Total Pages : 380 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Urban Wastelands by : Francesca Di Pietro

Download or read book Urban Wastelands written by Francesca Di Pietro and published by Springer Nature. This book was released on 2021-10-18 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Faced with the growing demand for nature in cities, informal greenspaces are gaining the interest of various stakeholders - residents, associations, public authorities - as well as scientists. This book provides a cross-sectorial overview of the advantages and disadvantages of urban wastelands in meeting this social demand of urban nature, spanning from the social sciences and urban planning to ecology and soil sciences. It shows the potential of urban wastelands with respect to city dwellers’ well-being, environmental education, urban biodiversity and urban green networks as well as concerns regarding urban wastelands’ in relation to conflicts, and urban marketing. The authors provide a global insight through case studies in nine countries, mainly located in Europe, Asia and America, thus offering a broad perspective.

Thickening Fat

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Author :
Publisher : Routledge
ISBN 13 : 0429017634
Total Pages : 360 pages
Book Rating : 4.4/5 (29 download)

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Book Synopsis Thickening Fat by : May Friedman

Download or read book Thickening Fat written by May Friedman and published by Routledge. This book was released on 2019-08-30 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thickening Fat: Fat Bodies, Intersectionality, and Social Justice seeks to explore the multiple, variable, and embodied experiences of fat oppression and fat activisms. Moving beyond an analysis of fat oppression as singular, this book will aim to unpack the volatility of fat—the mutability of fat embodiments as they correlate with other embodied subjectivities, and the threshold where fat begins to be reviled, celebrated, or amended. In addition, Thickening Fat explores the full range of intersectional and liminal analyses that push beyond the simple addition of two or more subjectivities, looking instead at the complex alchemy of layered and unstable markers of difference and privilege. Cognizant that the concept of intersectionality has been filled out in a plurality of ways, Thickening Fat poses critical questions around how to render analysis of fatness intersectional and to thicken up intersectionality, where intersectionality is attenuated to the shifting and composite and material dimensions to identity, rather than reduced to an “add difference and stir” approach. The chapters in this collection ask what happens when we operationalize intersectionality in fat scholarship and politics, and we position difference at the centre and start of inquiry.

The Color-Blind Constitution

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Author :
Publisher : Harvard University Press
ISBN 13 : 9780674039803
Total Pages : 322 pages
Book Rating : 4.0/5 (398 download)

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Book Synopsis The Color-Blind Constitution by : Andrew Kull

Download or read book The Color-Blind Constitution written by Andrew Kull and published by Harvard University Press. This book was released on 2009-07 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: From 1840 to 1960 the profoundest claim of Americans who fought the institution of segregation was that the government had no business sorting citizens by the color of their skin. During these years the moral and political attractiveness of the antidiscrimination principle made it the ultimate legal objective of the American civil rights movement. Yet, in the contemporary debate over the politics and constitutional law of race, the vital theme of antidiscrimination has been largely suppressed. Thus a strong line of argument laying down one theoretical basis for the constitutional protection of civil rights has been lost. Andrew Kull provides us with the previously unwritten history of the color-blind idea. From the arguments of Wendell Phillips and the Garrisonian abolitionists, through the framing of the Fourteenth Amendment and Justice Harlan's famous dissent in Plessy, civil rights advocates have consistently attempted to locate the antidiscrimination principle in the Constitution. The real alternative, embraced by the Supreme Court in 1896, was a constitutional guarantee of reasonable classification. The government, it said, had the power to classify persons by race so long as it acted reasonably; the judiciary would decide what was reasonable. In our own time, in Brown v. Board of Education and the decisions that followed, the Court nearly avowed the rule of color blindness that civil rights lawyers continued to assert; instead, it veered off for political and tactical reasons, deciding racial cases without stating constitutional principle. The impoverishment of the antidiscrimination theme in the Court's decision prefigured the affirmative action shift in the civil rights agenda. The social upheaval of the 1960s put the color-blind Constitution out of reach for a quartercentury or more; but for the hard choices still to be made in racial policy, the colorblind tradition of civil rights retains both historical and practical significance.

Healthcare Informatics for Fighting COVID-19 and Future Epidemics

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Author :
Publisher : Springer Nature
ISBN 13 : 3030727521
Total Pages : 444 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Healthcare Informatics for Fighting COVID-19 and Future Epidemics by : Lalit Garg

Download or read book Healthcare Informatics for Fighting COVID-19 and Future Epidemics written by Lalit Garg and published by Springer Nature. This book was released on 2021-09-01 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative solutions utilising informatics to deal with various issues related to the COVID-19 outbreak. The book offers a collection of contemporary research and development on the management of Covid-19 using health data analytics, information exchange, knowledge sharing, the Internet of Things (IoT), and the Internet of Everything (IoE)-based solutions. The book also analyses the implementation, assessment, adoption, and management of these healthcare informatics solutions to manage the pandemic and future epidemics. The book is relevant to researchers, professors, students, and professionals in informatics and related topics.

The Minority Rights Revolution

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Author :
Publisher : Belknap Press
ISBN 13 :
Total Pages : 504 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The Minority Rights Revolution by : John D. Skrentny

Download or read book The Minority Rights Revolution written by John D. Skrentny and published by Belknap Press. This book was released on 2002-12-19 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the wake of the black civil rights movement, other disadvantaged groups of Americans began to make headway. In the first book to take a broad perspective on this wide-ranging and far-reaching phenomenon, Skrentny exposes the connections between the diverse actions and circumstances that contributed to this revolution.

Postethnic America

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Publisher : Basic Books
ISBN 13 : 0786722282
Total Pages : 312 pages
Book Rating : 4.7/5 (867 download)

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Book Synopsis Postethnic America by : David A Hollinger

Download or read book Postethnic America written by David A Hollinger and published by Basic Books. This book was released on 2006-02-28 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sympathetic with the new ethnic consciousness, Hollinger argues that the conventional liberal toleration of all established ethnic groups no longer works because it leaves unchallenged the prevailing imbalance of power. Yet the multiculturalist alternative does nothing to stop the fragmenting of American society into competing ethnic enclaves, each concerned primarily with its own well-being. Hollinger argues instead for a new cosmopolitanism, an appreciation of multiple identities -- new cross-cultural affiliations based not on the biologically given but on consent, on the right to emphasize or diminish the significance of one's ethnoracial affiliation. Postethnic America is a bracing reminder of America's universalist promise as a haven for all peoples. While recognizing the Eurocentric narrowness of that older universalism, Hollinger makes a stirring call for a new nationalism. He urges that a democratic nation-state like ours must help bridge the gap between our common fellowship as human beings and the great variety of ethnic and racial groups represented within the United States.

Local Justice

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Author :
Publisher : Russell Sage Foundation
ISBN 13 : 1610441834
Total Pages : 294 pages
Book Rating : 4.6/5 (14 download)

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Book Synopsis Local Justice by : Jon Elster

Download or read book Local Justice written by Jon Elster and published by Russell Sage Foundation. This book was released on 1992-05-14 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: The well-being of individuals routinely depends on their success in obtaining goods and avoiding burdens distributed by society. Local Justice offers the first systematic analysis of the principles and procedures used in dispensing "local justice" in situations as varied as the admission of students to college, the choice of patients for organ transplants, the selection of workers for layoffs, and the induction of men into the army. A prominent theorist in the field of rational choice and decision making, Jon Elster develops a rich selection of empirical examples and case studies to demonstrate the diversity of procedures used by institutions that mete out local justice. From this revealing material Elster fashions a conceptual framework for understanding why institutions make these crucial allocations in the ways they do. Elster's investigation discloses the many complex and varied approaches of such decision-making bodies as selective service and adoption agencies, employers and universities, prison and immigration authorities. What are the conflicting demands placed on these institutions by the needs of applicants, the recommendations of external agencies, and their own organizational imperatives? Often, as Elster shows, methods of allocation may actually aggravate social problems. For instance, the likelihood that handicapped or minority infants will be adopted is further decreased when agencies apply the same stringent screening criteria—exclusion of people over forty, single parents, working wives, and low-income families—that they use for more sought-after babies. Elster proposes a classification of the main principles and procedures used to match goods with individuals, charts the interactions among these mechanisms of local justice, and evaluates them in terms of fairness and efficiency. From his empirical groundwork, Elster builds an innovative analysis of the historical processes by which, at given times and under given circumstances, preferences become principles and principles become procedures. Local Justice concludes with a comparison of local justice systems with major contemporary theories of social justice—utilitarianism, John Rawls's A Theory of Justice, Robert Nozick's Anarchy, State, and Utopia—and discusses the "common-sense conception of justice" held by professional decision makers such as lawyers, economists, and politicians. The difference between what we say about justice and how we actually dispense it is the illuminating principle behind Elster's book. A perceptive and cosmopolitan study, Local Justice is a seminal work for all those concerned with the formation of ethical policy and social welfare—philosophers, economists, political scientists, health care professionals, policy makers, and educators.

Lift Every Voice

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Author :
Publisher : Simon and Schuster
ISBN 13 : 0743253515
Total Pages : 346 pages
Book Rating : 4.7/5 (432 download)

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Book Synopsis Lift Every Voice by : Lani Guinier

Download or read book Lift Every Voice written by Lani Guinier and published by Simon and Schuster. This book was released on 1998 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author was nominated as Assistant Attorney General for Civil Rights, but after critics from the right labelled her the "Quota Queen," the president not only withdrew his nomination but refused to allow her an opportunity to defend herself. Now she writes about what really happened behind closed doors, about the nation's racial history and commitment to equality and democracy, and about the courage of "ordinary" people.

PARTICIPANT LIST ENTERFACE'05

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Author :
Publisher : Presses univ. de Louvain
ISBN 13 : 9782874630033
Total Pages : 98 pages
Book Rating : 4.6/5 (3 download)

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Book Synopsis PARTICIPANT LIST ENTERFACE'05 by : Thierry Dutoit

Download or read book PARTICIPANT LIST ENTERFACE'05 written by Thierry Dutoit and published by Presses univ. de Louvain. This book was released on 2005-12 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are eNTERFACE workshops?The eNTERFACE summer workshops ( www.enterface.net ), organized by the SIMILAR European Network of Excellence, are a new type of European workshops. They aim at establishing a tradition of collaborative, localized research...