Dengue infection is a mosquitoborne disease caused by dengue viruses, which are carried by several species of mosquito of the genus Aedes, principally Ae. aegypti. Dengue …
S Studer, TB Bui, C Drescher, A Hanuschkin… - Machine learning and …, 2021 - mdpi.com
Machine learning is an established and frequently used technique in industry and academia, but a standard process model to improve success and efficiency of machine …
G Mariscal, O Marban, C Fernandez - The Knowledge Engineering …, 2010 - cambridge.org
Up to now, many data mining and knowledge discovery methodologies and process models have been developed, with varying degrees of success. In this paper, we describe the most …
In this paper, we address the task of learning models for predicting structured outputs. We consider both global and local predictions of structured outputs, the former based on a …
T Zhang, S Moro, RF Ramos - Future Internet, 2022 - mdpi.com
Numerous valuable clients can be lost to competitors in the telecommunication industry, leading to profit loss. Thus, understanding the reasons for client churn is vital for …
O Maimon, L Rokach - Data mining and knowledge discovery handbook, 2010 - Springer
Abstract Knowledge Discovery in Databases (KDD) is an automatic, exploratory analysis and modeling of large data repositories. KDD is the organized process of identifying valid …
Subspace clustering finds sets of objects that are homogeneous in subspaces of high- dimensional datasets, and has been successfully applied in many domains. In recent years …
T Zhou, D Tao, X Wu - Data Mining and Knowledge Discovery, 2011 - Springer
It is difficult to find the optimal sparse solution of a manifold learning based dimensionality reduction algorithm. The lasso or the elastic net penalized manifold learning based …
Complex Event Processing (CEP) systems aim at processing large flows of events to discover situations of interest. In CEP, the processing takes place according to user-defined …