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

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Arrhythmia

e learning community. We present experiments on data sets from two different domains (mammalian ecology and agriculture), which include globally distributed multi-target data, and show how standard cross-validation may lead to over-optimistic evaluation. We propose how to use tailored spatial cross-

Albumin

Paulo Fernando Ribeiro,Rafael S. Salles this to 7 open-source datasets from the OpenML-CC18 classification benchmark whose number of features is small enough to fit on quantum hardware with less than 20 qubits. Three main levels of importance were detected from the ranking of hyperparameters obtained with functional ANOVA. Our experiment

Calculus

Andrew Basdene learning community. We present experiments on data sets from two different domains (mammalian ecology and agriculture), which include globally distributed multi-target data, and show how standard cross-validation may lead to over-optimistic evaluation. We propose how to use tailored spatial cross-

Cholecystokinin

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Paulo Fernando Ribeiro,Maarten J. Verkerk,Rafael S. Salles(TP) is trained to select the most suitable NN from the frozen pool for prediction. We compare ODIN against popular regularization and replay methods. It outperforms regularization methods and achieves comparable predictive performance to replay methods.

Engulf

Paulo César Zamboni-de-Souza,Ivan Bolis,Sandro de Gasparoher). At run-time, our approach is to use the teacher for predicting new instances and monitoring the . loss of the student for concept drift detection. In a set of controlled experiments, we discovered that the proposed approach detects concept drift effectively. Relative to the gold standard, in w

narcotic

Maarten J. Verkerkher). At run-time, our approach is to use the teacher for predicting new instances and monitoring the . loss of the student for concept drift detection. In a set of controlled experiments, we discovered that the proposed approach detects concept drift effectively. Relative to the gold standard, in w

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