ENBIS-26 Conference

Session

Young Statisticians Session

Sep 7, 2026, 2:00 PM

Conveners

Young Statisticians Session

• Fabio Centofanti (University of Naples)

3. A Registration-free Approach for Shape and Color Monitoring of Functionally Graded Materials via 4D Point Clouds

Mariafrancesca Patalano (University of Padua)

9/7/26, 2:00 PM

Other/special session/invited session

Recent advances in additive manufacturing enable the fabrication of complex parts with intricate geometries and spatially-varying material composition. Data fusion integrates point cloud data with chromatic attributes, yielding 4D point clouds, a rich representation that jointly encodes shape and material information. We introduce a registration-free framework for jointly monitoring shape and...

66. On stochastic network trends in network time series

Amandine PIERROT (University of Bath)

9/7/26, 2:30 PM

Other/special session/invited session

In many applications of interest, multivariate time series data feature trend behaviors. Yet, trends that may affect multivariate stochastic processes are still largely dealt with in a univariate manner. Calling on differencing and co-integration concepts for univariate time series, we introduce stochastic trends for multivariate data, with particular focus on trends that are constrained by an...

63. Active Learning for Effect Screening in Manufacturing

Marcus Engsig (Technical University of Denmark)

9/7/26, 3:00 PM

Other/special session/invited session

This paper addresses effect screening from observational data where sampling is constrained by cost, time, or process limitations, with a main focus on manufacturing applications. We propose a novel active learning strategy that introduces principles from optimal experimental design (A- and D-optimality) and combines it with an optimization for multicollinearity using Variance Inflation...