Results 11 to 20 of about 693,025 (273)
Building Combined Classifiers [PDF]
, 2008 This chapter covers different approaches that may be taken when building an ensemble method, through studying specific examples of each approach from research conducted by the authors.
Eastwood, Mark, Gabrys, Bogdan
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Set analysis of coincident errors and its applications for combining classifiers [PDF]
, 2003 Although addressed in many papers, classifier dependency is still not well defined. Continuously being described by variety of statistical models from conditional probability to diversity measures, dependency among classifier out-puts was recently shown ...
Ruta, Dymitr, Gabrys, Bogdan
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The role of classifiers in feature selection: Number vs nature [PDF]
, 2008 This thesis was submitted for the degree of Doctor of Philosophy and awarded by Brunel University.Wrapper feature selection approaches are widely used to select a small subset of relevant features from a dataset.
Chrysostomou, Kyriacos Andrews
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Sequential Monte Carlo-guided ensemble tracking. [PDF]
PLoS ONE, 2017 A great deal of robustness is allowed when visual tracking is considered as a classification problem. This paper combines a finite number of weak classifiers in a SMC framework as a strong classifier.
Yuru Wang +4 more
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Consensual based classification as emergent decisions in a complex system
Jordanian Journal of Computers and Information Technology, 2022 In massive multi-agents systems, that are used to model some complex systems, emergence is a key feature that allows to model high level states of such systems.
Rabah Mazouzi +3 more
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Vietnam Journal of Computer Science, 2023 In intelligent information systems data play a critical role. The issue of missing data is one of the commonplace problems occurring in data collected in the real world. The problem stems directly from the very nature of data collection.
Mateusz Szczepański +3 more
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Multi-View Hand-Hygiene Recognition for Food Safety
Journal of Imaging, 2020 A majority of foodborne illnesses result from inappropriate food handling practices. One proven practice to reduce pathogens is to perform effective hand-hygiene before all stages of food handling. In this paper, we design a multi-camera system that uses
Chengzhang Zhong +3 more
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Evolutionary design of nearest prototype classifiers [PDF]
, 2004 In pattern classification problems, many works have been carried out with the aim of designing good classifiers from different perspectives. These works achieve very good results in many domains.
Isasi, Pedro +2 more
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Computers, 2023 The paper presents a machine-learning based approach to text-to-ontology mapping. We explore a possibility of matching texts to the relevant ontologies using a combination of artificial neural networks and classifiers.
Lukáš Korel +4 more
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Classifying 1-handles attached to knotted surfaces [PDF]
Transactions of the American Mathematical Society, 1988 We study a method of obtaining knotted surfaces in the 4 4 -sphere
openaire +2 more sources