Research Seminar
A novel approach for fitting the INDCLUS modelDirk DeprilKU Leuven | |
| Abstract: | In this talk we will consider N x N x K data, the K slices consisting of N x N similarity matrices. A well-known clustering method to analyze such data is the INDCLUS model (a three way version of ADCLUS), which clusters the N objects into overlapping clusters according to their similarities over the K slices. During the past three decades, several authors have proposed an algorithm to fit the INDCLUS model to a given data set. However, all these algorithms are either computationally intensive or suffer from a local optima problem. In this talk we will propose a novel approach for fitting the model. We will evaluate it in a simulation study and discuss the results |
| Date: | Tue Dec 4, 12:15 pm - 1:15 pm |
| Place: | room 00.60 (Department of Psychology, Tiensestraat 102, 3000 Leuven) |