Segmentation of Residential Gas Consumers Using Clustering Analysis
This paper proposes a clustering-based methodology to define the segmentation of residential gas consumers
Mixed Fuzzy Clustering for Misaligned Time Series
This paper proposes the use of mixed fuzzy clustering (MFC) algorithm to simultaneously cluster time variant and time invariant data.
Classification of new electricity customers based on surveys and smart metering data
This paper proposes a process for the classification of new residential electricity customers. The current state of the art is extended by using a combination of smart metering and survey data and by using model-based feature selection for the classification task.
Takagi-Sugeno fuzzy modeling using mixed fuzzy clustering
This paper proposes the use of mixed fuzzy clustering (MFC) algorithm to derive Takagi-Sugeno (TS) fuzzy models.
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration
This paper proposes ensemble fuzzy modeling for personalized medicine in the intensive care unit (ICU), in particular for the prediction of vasopressors administration.