Titlebook: Interdisciplinary and Social Nature of Engineering Practices; Philosophy, Examples Antonio Carlos Zambroni de Souza,Maarten J. Verker Book

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Héctor Arango,Vinicius Braga Ferreira da Costa,Carolina Cortez,Lucas Gustavo Arango,Lígia Cintra Perl fashion the data stream of the voice signal captured by the smartphone, thus exploiting the evolving time structure of data which is ignored by static learning methods. . processes data in form of chunks and creates a dynamic collection of clusters thanks to a splitting mechanism that generates ne

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Paulo Coelho,Mário Gomes,Filipe Bandeiras,Antonio Carlos Zambroni de Souzais paper starts with the hypothesis that the integration of both approaches in a unified algorithm selection framework can improve the predictive performance. Hence, this work introduces CF4CF-META, an hybrid framework which leverages both data and algorithm ratings within a modified Label Ranking m

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Gabriel C. S. Almeida,Rafael S. Salles,Maise N. S. Silva,Antonio Carlos Zambroni de Souza,Paulo Fern closest majority samples to remove LS-SVM’s bias due to data imbalance. Two variations of BBMO are studied: BBMO1 for the linearly separable case which uses the Lagrange multipliers to extract boundary samples from both classes, and the generalized BBMO2 for the non-linear case which uses the kerne

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