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The Optimum-Path Forest (OPF) classifier was first published in 2008 in its supervised and unsupervised versions with applications in medicine and image classification. Since then, it has expanded to a variety of other applications such as remote sensing, electrical and petroleum engineering, and biology. In recent years, multi-label and semi-supervised versions were also developed to handle video classification problems. The book presents the principles, algorithms and applications of Optimum-Path Forest, giving the theory and state-of-the-art as well as insights into future directions. - Presents the first book on Optimum-path Forest - Shows how it can be used with Deep Learning - Gives a wide range of applications - Includes the methods, underlying theory and applications of Optimum-Path Forest (OPF)
Focusing on the period between the beginning of the eighteenth century and the late twentieth century, this edited volume examines the histories of objects, museums, exhibitions, and collections in Portugal or outside Portugal but representing Portugal, or related to it through colonial relationships. The book highlights the specificities of the Portuguese case, set against a globalised, transnational, and transcolonial context, and provides a precedent for future studies and a dialogue with equivalent studies related to other geographies. The diversity of the cultural, intellectual, and political contexts (imperial, colonial, monarchical, republican, authoritarian) offered by the Portuguese example allows for the exploration of a number of complex case-studies. Chapters study the artistic, collecting, and museological practices in Portugal and in the various geographical contexts of its colonial empire, with particular emphasis on the circulation and connectedness of objects, products, people, and ideas. The book will be of interest to scholars working in art history, museum studies, intellectual and cultural history, and imperial and colonial history.
About the role of women in Roman Republican plays of all genres, and about the role of gender in the influence of this on later dramatists
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Through a study of AIDS policy, this book introduces a new model of state-society relations in democratic Brazil.
This volume contains the proceedings of the conference String-Math 2015, which was held from December 31, 2015–January 4, 2016, at Tsinghua Sanya International Mathematics Forum in Sanya, China. Two of the main themes of this volume are frontier research on Calabi-Yau manifolds and mirror symmetry and the development of non-perturbative methods in supersymmetric gauge theories. The articles present state-of-the-art developments in these topics. String theory is a broad subject, which has profound connections with broad branches of modern mathematics. In the last decades, the prosperous interaction built upon the joint efforts from both mathematicians and physicists has given rise to marvelous deep results in supersymmetric gauge theory, topological string, M-theory and duality on the physics side, as well as in algebraic geometry, differential geometry, algebraic topology, representation theory and number theory on the mathematics side.