Friday, September 16th program

Keynote Speaker Talk 3: Chair: Luis Angel García-Escudero

• Frank Klawonn and Georg Hoffmann: Using Fuzzy Cluster Analysis to Find Interesting Clusters

Invited session “Advances in methods for clustering”. Organizer and chair: Francesca Greselin

• Andrea Cappozzo, Alessandro Casa and Michael Fop: Penalized model-based clustering with group-dependent shrinkage estimation
• Luca Insolia and Domenico Perrotta: Tk-merge: Computationally Efficient Robust Clustering Under General Assumptions
• Francesca Greselin, Andrea Cappozzo, Luis Angel Garcia Escudero and Agustin Mayo Iscar: Monitoring tools in Robust CWM for the analysis of crime data

Coffee break

Invited session “Model-Based Clustering and Complex Dimensionality Reduction” Organizer: Maurizio Vichi. Chair: Roberto Rocci

• Marco Mingione, Maurizio Vichi and Giorgia Zaccaria: Complex Dimensionality Reduction: ultrametric models for mixed-type data
• Cinzia Di Nuzzo, Salvatore Ingrassia and Donatella Vicari: An INDSCAL-type approach for three-way spectral clustering
• Roberto Rocci, Roberto Di Mari and Stefano Antonio Gattone: Penalized estimation of a finite mixture of linear regression models

Invited session ”Imprecise probabilities: recent developments” Organizers: Enrique Miranda and Arthur Van Camp. Chair: Enrique Miranda

• Roman Malinowski and Sébastien Destercke: Copulas, lower probabilities and random sets: how and when to apply them?
• Loïc Adam and Sébastien Destercke: Multi-dimensional maximal coherent subsets made easy: illustration on an estimation problem
• Arne Decadt, Alexander Erreygers, Jasper De Bock and Gert De Cooman: Decision-making with E-admissibility given a finite assessment of choices
• Aziz Omar and Thomas Augustin: Imprecise learning from misclassified and incomplete categorical data with unknown error structure

Lunch