Machine Learning in Complex Networks

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Publisher : Springer
ISBN 13 : 3319172905
Total Pages : 345 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Machine Learning in Complex Networks by : Thiago Christiano Silva

Download or read book Machine Learning in Complex Networks written by Thiago Christiano Silva and published by Springer. This book was released on 2016-01-28 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a stochastic particle competition technique for both non-supervised and semi-supervised learning using a stochastic nonlinear dynamical system is described in details. Moreover, an analytical analysis is supplied, which enables one to predict the behavior of the proposed technique. In addition, data reliability issues are explored in semi-supervised learning. Such matter has practical importance and is not often found in the literature. With the goal of validating these techniques for solving real problems, simulations on broadly accepted databases are conducted. Still in this book, we present a hybrid supervised classification technique that combines both low and high orders of learning. The low level term can be implemented by any classification technique, while the high level term is realized by the extraction of features of the underlying network constructed from the input data. Thus, the former classifies the test instances by their physical features, while the latter measures the compliance of the test instances with the pattern formation of the data. We show that the high level technique can realize classification according to the semantic meaning of the data. This book intends to combine two widely studied research areas, machine learning and complex networks, which in turn will generate broad interests to scientific community, mainly to computer science and engineering areas.

Architecture and Disjunction

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Publisher : MIT Press
ISBN 13 : 9780262700603
Total Pages : 284 pages
Book Rating : 4.7/5 (6 download)

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Book Synopsis Architecture and Disjunction by : Bernard Tschumi

Download or read book Architecture and Disjunction written by Bernard Tschumi and published by MIT Press. This book was released on 1996-02-28 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Avant-garde theorist and architect Bernard Tschumi is equally well known for his writing and his practice. Architecture and Disjunction, which brings together Tschumi's essays from 1975 to 1990, is a lucid and provocative analysis of many of the key issues that have engaged architectural discourse over the past two decades—from deconstructive theory to recent concerns with the notions of event and program. The essays develop different themes in contemporary theory as they relate to the actual making of architecture, attempting to realign the discipline with a new world culture characterized by both discontinuity and heterogeneity. Included are a number of seminal essays that incited broad attention when they first appeared in magazines and journals, as well as more recent and topical texts.Tschumi's discourse has always been considered radical and disturbing. He opposes modernist ideology and postmodern nostalgia since both impose restrictive criteria on what may be deemed "legitimate" cultural conditions. He argues for focusing on our immediate cultural situation, which is distinguished by a new postindustrial "unhomeliness" reflected in the ad hoc erection of buildings with multipurpose programs. The condition of New York and the chaos of Tokyo are thus perceived as legitimate urban forms.

Automotive Ethernet

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Publisher : Cambridge University Press
ISBN 13 : 1107057280
Total Pages : 237 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Automotive Ethernet by : Kirsten Matheus

Download or read book Automotive Ethernet written by Kirsten Matheus and published by Cambridge University Press. This book was released on 2015 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how automotive Ethernet is revolutionizing in-car networking from the experts at the core of its development. Providing an in-depth account of automotive Ethernet, from its background and development, to its future prospects, this book is ideal for industry professionals and academics alike.

Collage City

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Publisher : MIT Press
ISBN 13 : 9780262680424
Total Pages : 198 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Collage City by : Colin Rowe

Download or read book Collage City written by Colin Rowe and published by MIT Press. This book was released on 1984-03-15 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a critical reappraisal of contemporary theories of urban planning and design and of the role of the architect-planner in an urban context. The authors, rejecting the grand utopian visions of "total planning" and "total design," propose instead a "collage city" which can accommodate a whole range of utopias in miniature.

Access for All

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Publisher : Park Publishing (WI)
ISBN 13 : 9783038601630
Total Pages : 0 pages
Book Rating : 4.6/5 (16 download)

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Book Synopsis Access for All by : Andres Lepik

Download or read book Access for All written by Andres Lepik and published by Park Publishing (WI). This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: As one of the worlds megacities, São Paulo has for decades seen an investment in architectural infrastructures that attempt to mitigate its open space shortages as well as fulfill the constant need for recreational, cultural, and sports programs. These buildings and open spaces - which can be public, semi-public, or privately-owned - arguably attempt to create inclusive places for urban society. This exhibition catalogue presents projects at different scales, focusing on their programmatic characteristics rather than the formal qualities usually emphasized in scholarship on Brazilian architecture. While many cities around the world are still chasing the so-called "Bilbao Effect" - the creation of a monofunctional "signature" architectural work by a famous architect that can attract tourism - this exhibition catalogue advocates for architectural infrastructure that adds programs of different natures, and that are aimed at social sustainability for local citizens. This aspect of urban growth in São Paulo - quite a vertical and densely-populated city; a city of great resources and also tremendous poverty; a city with high crime rates; a city with severe traffic issues; a city with public-health problems - illustrates how architecture and infrastructure can contribute to a city's urban development in multiple ways.

Proximal Soil Sensing

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Publisher : Springer Science & Business Media
ISBN 13 : 9048188598
Total Pages : 440 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Proximal Soil Sensing by : Raphael A. Viscarra Rossel

Download or read book Proximal Soil Sensing written by Raphael A. Viscarra Rossel and published by Springer Science & Business Media. This book was released on 2010-07-25 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on developments in Proximal Soil Sensing (PSS) and high resolution digital soil mapping. PSS has become a multidisciplinary area of study that aims to develop field-based techniques for collecting information on the soil from close by, or within, the soil. Amongst others, PSS involves the use of optical, geophysical, electrochemical, mathematical and statistical methods. This volume, suitable for undergraduate course material and postgraduate research, brings together ideas and examples from those developing and using proximal sensors and high resolution digital soil maps for applications such as precision agriculture, soil contamination, archaeology, peri-urban design and high land-value applications, where there is a particular need for high spatial resolution information. The book in particular covers soil sensor sampling, proximal soil sensor development and use, sensor calibrations, prediction methods for large data sets, applications of proximal soil sensing, and high-resolution digital soil mapping. Key themes: soil sensor sampling – soil sensor calibrations – spatial prediction methods – reflectance spectroscopy – electromagnetic induction and electrical resistivity – radar and gamma radiometrics – multi-sensor platforms – high resolution digital soil mapping - applications Raphael A. Viscarra Rossel is a scientist at the Commonwealth Scientific and Industrial Research Organisation (CSIRO) of Australia. Alex McBratney is Pro-Dean and Professor of Soil Science in the Faculty of Agriculture Food & Natural Resources at the University of Sydney in Australia. Budiman Minasny is a Senior Research Fellow in the Faculty of Agriculture Food & Natural Resources at the University of Sydney in Australia.

Tschumi Parc de La Villette

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Publisher : Artifice Incorporated
ISBN 13 : 9781908967442
Total Pages : 239 pages
Book Rating : 4.9/5 (674 download)

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Book Synopsis Tschumi Parc de La Villette by : Bernard Tschumi

Download or read book Tschumi Parc de La Villette written by Bernard Tschumi and published by Artifice Incorporated. This book was released on 2014 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tschumi Parc de la Villette is the first publication to document comprehensively Bernard Tschumi's first, and arguably still most celebrated project. With new and republished writing including a text by Bernard Tschumi and Anthony Vidler's "Trick-Track" originally published in 1986, alongside a newly-commissioned essay assesing the Parc from a contemporary and historical perspective, this book documents Parc de la Villette from its conception, through the 30 years of its existence, to the present. Tschumi Parc de la Villette includes drawings, concept sketches, models and photographs showing the development of the Parc over three decades, brought together in a single volume for the first time since the 1980s. One of the "Grands Projets" commissioned by the French Government in the 1980s, Parc de la Villette set a benchmark for urban parks in the latter part of the twentieth century and into the twenty-first. Tschumi constructed a series of follies across the site, creating what he called "the largest discontinuous building in the world". Published to coincide with the 30th anniversary of the Parc, Tschumi Parc de la Villette broadly celebrates the project, and articularly the way in which it has been embraced by generations of Parisians and a diverse international public.

Veja

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Publisher :
ISBN 13 :
Total Pages : 1190 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Veja by :

Download or read book Veja written by and published by . This book was released on 1991 with total page 1190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Freedom by a Thread

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Publisher : Diasporic Africa Press
ISBN 13 : 1937306321
Total Pages : 341 pages
Book Rating : 4.9/5 (373 download)

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Book Synopsis Freedom by a Thread by : Flavio Dos Santos Gomes

Download or read book Freedom by a Thread written by Flavio Dos Santos Gomes and published by Diasporic Africa Press. This book was released on 2017-08-12 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Freedom by a Thread: The History of Quilombos in Brazil brings together some of the best scholars in the world working on the history of quilombos (maroon societies) in Brazil from a variety of perspectives and approaches. Over 40 percent of the total volume of captive Africans arrived in Brazil during a 400-year period of legal and contraband transatlantic slaving. If slavery penetrated every aspect of Brazilian life, so did resistance—and co-existence with it—in the form of small to large-scale quilombos. Palmares and the other quilombos built an exciting history of freedom. Yet, it is a history filled with traps and surprises, advances and setbacks, conflict and commitments, while advancing their immediate interests and more ambitious projects of liberty. These events and many others are part of the history told in this book.

Acropolis Museum, Athens

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Publisher : Ediciones Polígrafa S.A.
ISBN 13 : 9788434312340
Total Pages : 0 pages
Book Rating : 4.3/5 (123 download)

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Book Synopsis Acropolis Museum, Athens by : Bernard Tschumi

Download or read book Acropolis Museum, Athens written by Bernard Tschumi and published by Ediciones Polígrafa S.A.. This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Located in Athens’ historic area of Makryianni, the New Acropolis Museum stands less than 1,000 feet southeast of the Parthenon, at the entrance of a network of pedestrian walkways that link the key archaeological sites and monuments of the Acropolis.This location was carefully selected to enable a dialogue between the museum’s exhibition spaces and the Acropolis buildings. Tschumi won the commission in 2001 as the result of a design competition. “The design was chosen for its simple, clear, and beautiful solution that is in accord with the beauty and classical simplicity of the museum’s unique exhibits and that ensures a museological and architectural experience that is relevant today and for the foreseeable future,” stated Professor Dimitrios Pandermalis, President of the Organization for the Construction of the New Acropolis Museum and author of the foreword to this volume.

Local Knowledge

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Publisher : Basic Books
ISBN 13 : 0786723750
Total Pages : 260 pages
Book Rating : 4.7/5 (867 download)

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Book Synopsis Local Knowledge by : Clifford Geertz

Download or read book Local Knowledge written by Clifford Geertz and published by Basic Books. This book was released on 2008-08-04 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: In essays covering everything from art and common sense to charisma and constructions of the self, the eminent cultural anthropologist and author of The Interpretation of Cultures deepens our understanding of human societies through the intimacies of "local knowledge." A companion volume to The Interpretation of Cultures, this book continues Geertz’s exploration of the meaning of culture and the importance of shared cultural symbolism. With a new introduction by the author.

Community

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Publisher : John Wiley & Sons
ISBN 13 : 0745657095
Total Pages : 160 pages
Book Rating : 4.7/5 (456 download)

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Book Synopsis Community by : Zygmunt Bauman

Download or read book Community written by Zygmunt Bauman and published by John Wiley & Sons. This book was released on 2013-05-08 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Community' is one of those words that feels good: it is good 'to have a community', 'to be in a community'. And 'community' feels good because of the meanings which the word conveys, all of them promising pleasures, and more often than not the kind of pleasures which we would like to experience but seem to miss. 'Community' conveys the image of a warm and comfortable place, like a fireplace at which we warm our hands on a frosty day. Out there, in the street, all sorts of dangers lie in ambush; in here, in the community, we can relax and feel safe. 'Community' stands for the kind of world which we long to inhabit but which is not, regrettably, available to us. Today 'community' is another name for paradise lost - but for a paradise which we still hope to find, as we feverishly search for the roads that may lead us there. But there is a price to be paid for the privilege of being in a community. Community promises security but seems to deprive us of freedom, of the right to be ourselves. Security and freedom are two equally precious and coveted values which could be balanced to some degree, but hardly ever fully reconciled. The tension between security and freedom, and between community and individuality, is unlikely ever to be resolved. We cannot escape the dilemma but we can take stock of the opportunities and the dangers, and at least try to avoid repeating past errors. In this important new book, Zygmunt Bauman takes stock of these opportunities and dangers and, in his distinctive and brilliant fashion, offers a much-needed reappraisal of a concept that has become central to current debates about the nature and future of our societies.

Soil Management for Sustainability

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Publisher :
ISBN 13 :
Total Pages : 220 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Soil Management for Sustainability by : R. Lal

Download or read book Soil Management for Sustainability written by R. Lal and published by . This book was released on 1991 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book manuscripts presented originally at a World Association of Soil and Water Conservation conference held in 1989 are collected. Topics include basic processes (e.g. soil structure, soil erosion, soil compaction); management options (e.g. conservation tillage); policy issues and priorities

Textualidade E Ensino

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Publisher : Editora Unesp
ISBN 13 :
Total Pages : 236 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis Textualidade E Ensino by : Maria Conceição Alves de Lima

Download or read book Textualidade E Ensino written by Maria Conceição Alves de Lima and published by Editora Unesp. This book was released on 2006 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Por que a escola não vem obtendo o sucesso esperado no processo de ensino e de aprendizagem da produção escrita de textos nos últimos anos, apesar de privilegiar essa atividade? Por que mesmo as pessoas altamente escolarizadas não têm tido um bom desempenho, quando se trata de produzir um texto escrito bem elaborado? Para responder a essas questões, a autora leva em conta o pressuposto teórico da junção da linguagem e do pensamento, revelando uma nova categoria híbrida: o pensamento verbal, que se torna agora o suporte para uma nova pedagogia da produção escrita de textos. Nessa linha, considera, além das dimensões gramatical e pragmática da linguagem humana, uma nova face: a dimensão ideativa, que tem em vista os elementos lógico-semântico-cognitivos do pensamento. Com os dados fornecidos por um corpus constituído de produções de alunos da primeira série do ensino superior, recém-egressos do ensino médio, Textualidade e ensino propõe ainda algumas estratégias didático-pedagógicas que visam a articular a teoria subjacente à pesquisa com uma prática efetiva em sala de aula, procurando superar o insucesso das estratégias didáticas da produção escrita de textos.

The Difficult Whole

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Publisher : Park Publishing (WI)
ISBN 13 : 9783906027845
Total Pages : 0 pages
Book Rating : 4.0/5 (278 download)

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Book Synopsis The Difficult Whole by : Kersten Geers

Download or read book The Difficult Whole written by Kersten Geers and published by Park Publishing (WI). This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 1960s, American architect Robert Venturi made a case for the difficult whole, opposing mainstream modern architecture that ignores all the intricacies of life and produces pure space, or "easy unity". The architecture Venturi was aiming for embraces diversities, inevitable in any project. This new book, edited by Architecture Without Content, a research group at Ecole Polytechnique Federale de Lausanne's School of Architecture, offers a fresh analysis and a thorough re-evaluation of Venturi s idea of "the difficult whole" as both a looking glass and a possible tool for architecture today. Through a radical re-reading of found material from the Venturi Scott Brown archives, the editors seek to propose a credible alternative to contemporary architectural discourse. Its format combines the ambiguity of interpretation with the factual material, keeping the precision of the argument. This elusive position is elaborated in essays, complemented by interviews with Kazunari Sakamoto and Alvaro Siza.Around 35 projects by Venturi Scott Brown, and also by Alvaro Siza and James Stirling, form a visual narrative with original plans and sections and other archive material as well as new perspective images and photographs especially produced for this book.