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Anais do V Congresso Sertanejo de Computação Explorando Fronteiras: Tendências, Desafios e Inovações na Integração da Inteligência Artificial e Tecnologias Educacionais
O V Congresso Sertanejo de Computação foi uma imersão profunda nas fronteiras da inovação educacional e tecnológica. Nesta edição, destacamos pesquisas relevantes que abordam desde a influência da inteligência artificial no ensino de programação até a análise preditiva de casos de permanência em instituições de ensino. Com foco especial em temas como jogos sérios, bibliotecas multimídia e soluções anti-ataques cibernéticos, o congresso ofereceu uma plataforma única para explorar os avanços mais recentes, desafios e tendências que moldam o cenário da computação no contexto sertanejo. Mergulhamos em debates sobre equidade, transparência, tecnologias emergentes e soluções inovadoras, enquanto traçamos um panorama abrangente das últimas pesquisas e práticas na interseção entre a educação e a tecnologia da informação.
Jimmy Page in Brazil
immy Page is still recognized as one of the most influential guitarists of all time and one of the most important rock composers worldwide. And Page's relationship with Brazil is old: in addition to having starred in many meetings with national music stars, the Led Zeppelin guitarist spent seasons in Bahia and inaugurated Casa Jimmy to house homeless youth in the capital of Rio de Janeiro – which earns him the title of Honorary Citizen of Rio de Janeiro. This intense story is the theme of Jimmy Page in Brazil, a bilingual book (Portuguese / English) by journalist and musician Leandro Souto Maior. The book has a preface by Ed Motta, one of the greatest collectors and connoisseurs of Led Zeppelin's work in Brazil, and postscript by young guitarist Sebastião Reis, the son of musician Nando Reis, what confirms that the band has crossed generations. The layout and cover bear the signature of Tomás Paoni, the artistic director of the project. The cover photo is by Marcos Hermes, a great photographer in the Brazilian music market. The edition is signed by Chris Fuscaldo, director of Garota FM Books.
Efficient Learning Machines
Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural networking, kernel methods, and biologically-inspired techniques. Mariette Awad and Rahul Khanna’s synthetic approach weaves together the theoretical exposition, design principles, and practical applications of efficient machine learning. Their experiential emphasis, expressed in their close analysis of sa...
Jimmy Page no Brasil
O inglês Jimmy Page ainda é reconhecido como um dos guitarristas mais influentes de todos os tempos e um dos mais importantes compositores do rock no mundo todo. E a relação de Page com o Brasil é antiga: além de ter protagonizado muitos encontros com estrelas da música nacional, o guitarrista do Led Zeppelin passou temporadas na Bahia e inaugurou a Casa Jimmy para abrigar jovens sem lar na capital fluminense – o que lhe rendeu o título de Cidadão Honorário do Rio de Janeiro. Essa história para lá de intensa é o tema de Jimmy Page no Brasil, livro bilíngue (Português / Inglês) do jornalista e músico Leandro Souto Maior. O livro tem prefácio de Ed Motta, um dos maiores colecionadores e conhecedores da obra do Led Zeppelin, e posfácio do jovem guitarrista Sebastião Reis, o filho de Nando Reis, confirmando que a banda atravessou gerações. A diagramação e a capa levam a assinatura de Tomás Paoni, diretor artístico do projeto. A foto da capa é de Marcos Hermes, grande fotógrafo do mercado da música. A edição é assinada por Chris Fuscaldo, diretora da Garota FM Books.
Practical Time Series Forecasting with R
"Practical time series forecasting with R is a hands-on introduction to quantitative forecasting of time series. Quantitative forecasting is an important component of decision making in a wide range of areas and across many business functions including economic forecasting, workload projections, sales forecasts, and transportation demand ... The book introduces readers to the most popular statistical models and data mining algorithms used in practice. It covers issues relating to different steps of the forecasting process, form goal definion through data collection, visualization, pre-processing, modeling, performance evaluation to implementation and communication."--Back cover.
Neural Computing
This book for nonspecialists clearly explains major algorithms and demystifies the rigorous math involved in neural networks. Uses a step-by-step approach for implementing commonly used paradigms.
Ecological Informatics
Ecological Informatics is defined as the design and application of computational techniques for ecological analysis, synthesis, forecasting and management. The book provides an introduction to the scope, concepts and techniques of this newly emerging discipline. It illustrates numerous applications of Ecological Informatics for stream systems, river systems, freshwater lakes and marine systems as well as image recognition at micro and macro scale. Case studies focus on applications of artificial neural networks, genetic algorithms, fuzzy logic and adaptive agents to current ecological management issues such as toxic algal blooms, eutrophication, habitat degradation, conservation of biodiversity and sustainable fishery.
