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Multi-Label Dimensionality Reduction - Jieping (arizona State University Ye - Bog - Taylor & Francis Inc - Plusbog.dk

Multi-Label Dimensionality Reduction - Jieping (arizona State University Ye - Bog - Taylor & Francis Inc - Plusbog.dk

Similar to other data mining and machine learning tasks, multi-label learning suffers from dimensionality. An effective way to mitigate this problem is through dimensionality reduction, which extracts a small number of features by removing irrelevant, redundant, and noisy information. The data mining and machine learning literature currently lacks a unified treatment of multi-label dimensionality reduction that incorporates both algorithmic developments and applications. Addressing this shortfall, Multi-Label Dimensionality Reduction covers the methodological developments, theoretical properties, computational aspects, and applications of many multi-label dimensionality reduction algorithms. It explores numerous research questions, including: - - How to fully exploit label correlations for effective dimensionality reduction - How to scale dimensionality reduction algorithms to large-scale problems - How to effectively combine dimensionality reduction with classification - How to derive sparse dimensionality reduction algorithms to enhance model interpretability - How to perform multi-label dimensionality reduction effectively in practical applications - The authors emphasize their extensive work on dimensionality reduction for multi-label learning. Using a case study of Drosophila gene expression pattern image annotation, they demonstrate how to apply multi-label dimensionality reduction algorithms to solve real-world problems. A supplementary website provides a MATLAB ® package for implementing popular dimensionality reduction algorithms.

DKK 993.00
1

From Label to Table - Xaq Frohlich - Bog - University of California Press - Plusbog.dk

From Label to Table - Xaq Frohlich - Bog - University of California Press - Plusbog.dk

How did the Nutrition Facts label come to appear on millions of everyday American household food products? As Xaq Frohlich reveals, this legal, scientific, and seemingly innocuous strip of information can be a prism through which to view the high-stakes political battles and development of scientific ideas that have shaped the realms of American health, nutrition, and public communication. By tracing policy debates at the U.S. Food and Drug Administration, Frohlich describes the emergence of our present information age in food and diet markets and examines how powerful government offices inform the public about what they consume. From Label to Table explores evolving popular ideas about food, diet, and responsibility for health that have influenced what goes on the Nutrition Facts label—and who gets to decide that.

DKK 816.00
1

Advances in National Brand and Private Label Marketing - - Bog - Springer Nature Switzerland AG - Plusbog.dk

Advances in National Brand and Private Label Marketing - - Bog - Springer Nature Switzerland AG - Plusbog.dk

The 2019 International Conference on National Brand & Private Label Marketing is a unique academic forum for presenting and discussing original, rigorous and significant contributions from researchers around the world on marketing issues that retailers, store brand managers and national brand managers are facing. The three-day event covered a wide range of topics from varied fields including retailing, marketing, general business, psychology, economics and statistics. Further, it addressed diverse areas of application such as innovation, retail market structure, social media, consumer decision-making, store loyalty, assortment size, digital transformation, ethical aspects, cultural dimensions, and private label pricing. This volume gathers the proceedings of the 2019 NB&PL marketing conference in a collection of outstanding contributions that employ a wide variety of theoretical and methodological approaches.

DKK 816.00
1

Classify and Label - Matt L. Drabek - Bog - Lexington Books - Plusbog.dk

Classify and Label - Matt L. Drabek - Bog - Lexington Books - Plusbog.dk

Classify and Label: The Unintended Marginalization of Social Groups is a philosophical treatment of classification in the social sciences and everyday life, focusing on moral, social, and political implications. The use of labels is essential to how people navigate and understand the world. Classifications and labels also have a dark side, as they may unintentionally misrepresent groups and individuals. These misrepresentations disrupt how people think about themselves and how they treat others, sometimes leading to marginalization. Matt L. Drabek analyzes classification by considering rich case studies across a variety of domains, including the classification of gender and sexual orientation, the psychiatric classification of sadomasochism and gender disorders, and the classification of people in everyday life through the production of pornography and use of gender identities. This broad sample reveals deep connections between the classifications proposed by social scientists and the classifications used by society at large. Drabek explores how classifications evolve from and eventually affect such seemingly disconnected issues as the situation of under-represented groups in academia, new models of parenting and the family, the nature of sexual orientation, and the nature of scientific bias.

DKK 866.00
1

Current Proteomic Approaches Applied to Brain Function - - Bog - Humana Press Inc. - Plusbog.dk

Current Proteomic Approaches Applied to Brain Function - - Bog - Humana Press Inc. - Plusbog.dk

This volume focuses on protein analysis covering a wide spectrum of the utility of mass spectrometry within neurobiological disciplines. The chapters in this book discuss label (iTRAQ, TMT, protein arrays) and label-free workflows (SWATH, MALDI Imaging, and label-free quantitation). Other chapters look at experimental strategies targeted to the identification and quantitation of specific lipids and post-translational modifications, as well as proteomic workflows that focus on characterization of subcellular proteomes. The last few chapters in the book describe various bioinformatics pipelines used to analyze the molecular data derived from high-throughput transcriptomic and proteomic experiments on brain tissue. The Neuromethods series offers chapters with key advice and procedure specifics to empower the readers to successfully achieve their own scientific and experimental goals. Thorough and comprehensive, Current Proteomic Approaches Applied to Brain Function is a valuable resource for graduate students and postdoctoral fellows interested in neuroproteomics, as well as researchers looking for further insight into the growing field of mass spectrometry in neuroscience.

DKK 816.00
1

Jazz and the Digital Revolution - Simon Barber - Bog - Taylor & Francis Ltd - Plusbog.dk

Jazz and the Digital Revolution - Simon Barber - Bog - Taylor & Francis Ltd - Plusbog.dk

Jazz and the Digital Revolution: GNP Records captures a transformative time in music history, the period in which digital culture took hold in the production, distribution and consumption of jazz. At the forefront of this epoch was the jazz-fusion label, GRP Records. Founded in the 1990s, GRP was Billboard magazine's number one contemporary jazz label. It had organised its recording, marketing and distribution practices around a full-scale digital philosophy, embodying the notion of jazz as a lifestyle brand. This books makes a case study of GRP Records in order to explore the relationship between jazz and digital culture, how this confluence gave rise to the 'smooth jazz' format, and how the industry negotiated cultural and technological shifts.

DKK 1083.00
1

Machine Learning with Noisy Labels - Gustavo Carneiro - Bog - Elsevier Science Publishing Co Inc - Plusbog.dk

Machine Learning with Noisy Labels - Gustavo Carneiro - Bog - Elsevier Science Publishing Co Inc - Plusbog.dk

Machine Learning and Noisy Labels: Definitions, Theory, Techniques and Solutions provides an ideal introduction to machine learning with noisy labels that is suitable for senior undergraduates, post graduate students, researchers and practitioners using, and researching, machine learning methods. Most of the modern machine learning models based on deep learning techniques depend on carefully curated and cleanly labeled training sets to be reliably trained and deployed. However, the expensive labeling process involved in the acquisition of such training sets limits the number and size of datasets available to build new models, slowing down progress in the field. This book defines the different types of label noise, introduces the theory behind the problem, presents the main techniques that enable the effective use of noisy-label training sets, and explains the most accurate methods.

DKK 794.00
1

Basics of Mortgage-Backed Securities - Joseph Hu - Bog - John Wiley & Sons Inc - Plusbog.dk

Basics of Mortgage-Backed Securities - Joseph Hu - Bog - John Wiley & Sons Inc - Plusbog.dk

The purpose of Basics of Mortgage-Backed Securities is to provide readers with a fundamental understanding of mortgage securities as an integral part of investment in fixed-income securities. The second edition of this MBS classic provides the latest information on the U.S. residential mortgage market, adjustable-rate mortgages and mortgage pass-throughs, relative value analyses and performance characteristics. Dr. James Hu discusses the major changes within the mortgage market that may affect the fundamentals of mortgage securities. Some of these are: the recovery of the REMIC market after its collapse; the flourish of private-label securities; the growth of equity loan-backed securities and its establishment as a member of the fixed-income securities family. Also included are additional historical data for all exhibits. Mortgage pre-payment, dollar rolls, and private-label mortgage-backed securities are also addressed.

DKK 1038.00
1

Educating the Urban Race - Ericka J. Fisher - Bog - Lexington Books - Plusbog.dk

Educating the Urban Race - Ericka J. Fisher - Bog - Lexington Books - Plusbog.dk

For America''s children, for students, growing up urban has become a tainted label. By acquiring one simple label, the urban student has become the other, illegitimate, different from the norm. The urban student has indeed been bastardized in America. The constructs of race/ethnicity, socioeconomic status, and social capital combine to oppress the urban student. This text takes the suggestion that urban has become inextricably linked to race one step further and proposes that it has become a socially constructed category in its own right that serves to disempower all those who self-identify or are labeled as such. The structure of this book seeks to give the reader a series of rich contexts in which to understand how the American urban student and urban school came to fruition. Through the use of historical and quantitative data, interviews and observations, Fisher provides a comprehensive view of the many factors at play that merge to create the urban high school.

DKK 881.00
1

In the Land of the Eastern Queendom - Tenzin Jinba - Bog - University of Washington Press - Plusbog.dk

In the Land of the Eastern Queendom - Tenzin Jinba - Bog - University of Washington Press - Plusbog.dk

Open-access edition: DOI 10.6069/9780295804842The story underlying this ethnography began with the recent discovery and commercialization of the remnant of an ancient “queendom” on the Sichuan-Tibet border. Recorded in classical Chinese texts, this legendary matriarchal domain has attracted not only tourists but the vigilance of the Chinese state. Tenzin Jinba’s research examines the consequences of development of the queendom label for local ethnic, gender, and political identities and for state-society relations.

DKK 1077.00
1

The Meat Puppets and the Lyrics of Curt Kirkwood from Meat Puppets II to No Joke! - Matthew Smith Lahrman - Bog - Rowman & Littlefield - Plusbog.dk

The Meat Puppets and the Lyrics of Curt Kirkwood from Meat Puppets II to No Joke! - Matthew Smith Lahrman - Bog - Rowman & Littlefield - Plusbog.dk

In The Meat Puppets and the Lyrics of Curt Kirkwood from Meat Puppets II to No Joke!, Matthew Smith-Lahrman interprets the words of Curt Kirkwood, founding member and songwriter of the Meat Puppets, a pioneering rock ’n’ roll band of the last thirty years. Smith-Lahrman’s analysis covers Kirkwood’s lyrics on nine albums, from 1983 to 1995, when he wrote virtually every lyric for the band. A lyricist whom Rolling Stone writer Kurt Loder once rated alongside Bob Dylan, Kirkwood remains an important, yet overlooked songwriter. His often oblique “cut-up” style not only recalls Dylan but also other great lyricists, such as Brian Eno, Jimi Hendrix, and Robert Hunter, as well as poets and authors like John Milton, Arthur Rimbaud, Lewis Carroll, and William Burroughs. The original Meat Puppets spent their early career releasing albums on the seminal indie rock label SST Records, moving on to the major label London Records in the early 1990s. Along the way they forged a unique blend of punk, country, psychedelic, and hard rock that paved the way for the grunge and alternative movements. As a lyricist, Kirkwood commonly addresses the dichotomy between individual psyche and behavioral expectations, and the problems this creates for personal agency; drug use, mental illness, and Christianity have important parts to play in Kirkwood’s early lyrical visions. As the original Meat Puppets began to dissolve, Kirkwood turned to writing about personal issues: his frustrations with the major label industry, the death of his mother, the addictions of his brother, and the demise of the band itself. The Meat Puppets and the Lyrics of Curt Kirkwood from Meat Puppets II to No Joke! is the perfect work for Meat Puppets fans worldwide.

DKK 945.00
1

Bantu - Clement M. Doke - Bog - Taylor & Francis Ltd - Plusbog.dk

Bantu - Clement M. Doke - Bog - Taylor & Francis Ltd - Plusbog.dk

Originally published in 1945, this volume represented the first to classify Bantu languages. This volume does not record all the dialects but makes reference to those in which some grammatical study has been done and classifies them according to mainly geographical zones. Owing to tribal migrations, individual members of a particular zone may be living among members of a different zone (as has been the case with the Ngoni, South-Eastern Zone, who are found among the Eastern Bantu), but the zone label is taken from the habitat of the majority.

DKK 1110.00
1

Connection-Oriented Networks - Harry G. Perros - Bog - John Wiley & Sons Inc - Plusbog.dk

Connection-Oriented Networks - Harry G. Perros - Bog - John Wiley & Sons Inc - Plusbog.dk

A thorough knowledge of modern connection-oriented networks is essential to understanding the current and near-future state of networking. This book provides a complete overview of connection-oriented networks, discussing both packet-switched and circuit-switched networks, which, though seemingly different, share common networking principles. It details the history and development of such networks, and defines their terminology and architecture, before progressing to aspects such as signaling and standards. There is inclusive coverage of SONET/SDH, ATM networks, Multi-Protocol Label Switching (MPLS), optical networks, access networks and voice over ATM and MPLS. Connection-oriented Networks: * Provides in-depth, systematic coverage of several connection-oriented networks in a single volume * Explains topics such as the Generic Framing Procedure, Label Distribution Protocols, Wavelength Routing Optical Networks, Optical Burst Switching, and Access Networks in detail * Illustrates all concepts with problems and simulation projects to test and deepen your understanding * Includes an accompanying website with solutions manual and complete set of PowerPoint presentations for each chapter Senior undergraduate and graduate students in telecommunication and networking courses, as well as networking engineers, will find this comprehensive guide to connection-oriented packet-switched and circuit-switched networks useful for their training. The book presents tried and tested material based on an existing, successful course.

DKK 1221.00
1