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ENBIS-21 Online Conference

from Monday, 13 September 2021 (10:40) to Wednesday, 15 September 2021 (18:15)
Online

        : Sessions
    /     : Talks
        : Breaks
13 Sep 2021
14 Sep 2021
15 Sep 2021
AM
10:40
Design of Experiment 1 - Chair: John Tyssedal (NTNU) (until 12:00) ()
10:40 Bayesian I-optimal designs for choice experiments with mixtures - Mario Becerra (KU Leuven)   ()
11:00 Influence of process parameters on part dimensional tolerances: An Industrial Case Study - Dr Narendra Akhadkar (Schneider Electric Industries)   ()
11:20 The Parameter Diagram as a DoE Planning Tool - Matthew Barsalou   ()
11:40 A tailored analysis of data from OMARS designs - Mohammed Saif Ismail Hameed (KU Leuven)   ()
10:40
Modelling 1 - Chair: Sven Knoth (Helmut Schmidt University Hamburg, Germany) (until 12:00) ()
10:40 Prediction intervals for real estate price prediction - Moritz Beck (University of Wuerzburg) Rainer Göb   ()
11:20 Forecasting count time series in retail - Mr Bruno Flores (ICMAT-CSIC)   ()
11:40 Deciphering Random Forest models through conditional variable importance - murat kulahci Marta Rotari   ()
10:40
Modelling 2 - Chair: Marco P. Seabra dos Reis (University of Coimbra, Department of Chemical Engineering) (until 12:00) ()
10:40 Bayesian Transfer Learning for modelling the hydrocracking process using kriging - Loïc IAPTEFF   ()
11:00 Estimating the Time to Reach the Curing Temperature in Autoclave Curing Processes - Gözdenur Kırdar (Hacettepe University)   ()
11:20 Modelling electric vehicle charging load with point processes and multivariate mixtures - Yvenn Amara-Ouali   ()
11:40 A hybrid method for degradation assessment and fault detection in rolling element bearings - Yonatan Nissim   ()
10:40
Quality 1 - Chair: Christian Capezza (until 12:00) ()
10:40 The study of variability in engineering design—An appreciation and a retrospective - Tim Davis (We Predict Ltd. & timdavis consulting ltd.)   ()
11:00 Attribute-Variable Alternating Inspection (AVAI): The use of $np_x-S^2$ mixed control chart in monitoring the process variance - Leandro Alves da Silva (Universidade de São Paulo, São Paulo SP, Brazil.)   ()
11:20 Railway track degradation prediction using Wiener process modelling - mahdieh sedghi   ()
11:40 Long short-term memory neural network for statistical process control of autocorrelated multiple stream process with an application to HVAC systems in passenger rail vehicles - Mr Gianluca Sposito (Department of Industrial Engineering, University of Naples Federico II)   ()
PM
14:15
Opening Ceremony - Chairs: Biagio Palumbo (University of Naples Federico II) Murat Caner Testik (Hacettepe University) (until 14:30) ()
14:30
Opening Keynote - Chair: Murat Caner Testik (Hacettepe University) (until 15:30) ()
14:30 Infusing Statistical Engineering at NASA - Peter A. Parker (NASA Langley Research Center)   ()
15:30 --- Coffee break ---
15:45
Advanced methods for experimental and technological research (SIS) - Chair: Grazia Vicario (DISMA - Politecnico di Torino) (until 17:15) ()
15:45 Randomizing versus not randomizing split-plot experiments - Rossella Berni   ()
16:15 Sparse and smooth cluster analysis of functional data - Fabio Centofanti (University of Naples)   ()
16:45 Heteroscedastic Gaussian Process regression for assessing interpolation uncertainty of essential climate variables - Mr Pietro Colombo   ()
15:45
Causality - Chair: Marianne Clausel (until 17:15) ()
15:45 Causal Rules Extraction in Time Series Data - Amin Dhaou   ()
16:15 Priors Comparison in Bayesian mediation framework with binary outcome - Jean-Michel GALHARRET   ()
16:45 Entropy-based Discovery of Summary Causal Graphs in Time Series - Karim ASSAAD   ()
15:45
Data-Driven Methods for Quality Modeling and Monitoring - Chair: Kaibo Wang (until 17:15) ()
15:45 Evaluating and Monitoring the Quality of Online Products and Services via User-Generated Reviews - Qiao Liang   ()
16:15 Sparse abnormality detection based on variable selection for spatially correlated multivariate process - Shuai Zhang (Henan University of Engineering)   ()
16:45 In-Profile Monitoring for Multivariate Process Data in Advanced Manufacturing - chen zhang   ()
15:45
Statistical Standardization - Chair: Rainer Göb (until 17:15) ()
15:45 Two questions of "class": Kind of quantity and Classification - Leslie Pendrill (RI.SE Metrology)   ()
16:15 Autocorrelated processes in metrology with examples from ISO and JCGM documents - Maurice Cox (NPL)   ()
16:45 Application of the Bayesian conformity assessment framework from JCGM 106 to lot inspection on the basis of single items - Dr Steffen Uhlig (QuoData) Mr Bertrand Colson (QuoData)   ()
17:15
George Box Award (Christine Anderson-Cook) - Chair: Jean-Michel Poggi (University of Paris Saclay) (until 18:15) ()
17:15 Lessons Learned from a Career of Design of Experiments Collaborations - Christine Anderson-Cook   ()
18:15
Greenfield Challenge Ceremony - Chair: Antonio Pievatolo (until 19:15) ()
18:15 Greenfield Challenge 2021 - Antonella Bodini (CNR-IMATI)   ()
12:00
Modelling 3 - Chair: Rossella Berni (until 13:00) ()
12:00 Predicting migration patterns in Sweden using a gravity model and neural networks - Magnus Pettersson   ()
12:20 Tensor based Modelling of Human Motion - Philipp Wedenig   ()
12:40 A Predictive Maintenance Model Proposal for a Manufacturing Company - Mr Cemal Aydın (TÜBİTAK) Prof. Volkan Sonmez (Hacettepe University)   ()
12:00
Process 1 - Chair: András Zempléni (Eötvös Loránd University, Budapest) (until 13:00) ()
12:00 Dubious new control chart designs — a disturbing trend - Sven Knoth (Helmut Schmidt University Hamburg, Germany)   ()
12:20 CUSUM control charts for monitoring BINARCH(1) processes - Maria Anastasopoulou   ()
12:40 Univariate Self-Starting Shiryaev (U3S): A Bayesian Online Change Point Model for Short Runs - Konstantinos Bourazas (Athens University of Economics and Business)   ()
12:00
Quality 2 - Chair: Biagio Palumbo (University of Naples Federico II) (until 13:00) ()
12:00 When, Why and How Shewhart Control Chart Constants need to be changed? - Vladimir Shper   ()
12:20 A comparison of a new, open-source graphical user interface to R - Bryan Dodson (SKF USA Inc.)   ()
12:40 Analysis of resistance of spot welding process data in the automotive industry via functional clustering techniques - Christian Capezza (University of Naples Federico II)   ()
12:00
Six Sigma - Chair: Anne De Frenne (Math-X) (until 13:00) ()
12:00 Cleanliness an underestimated area when solving problems on Safety Critical Aerospace parts - Sören Knuts   ()
12:20 Six-Sigma and Obesity – Part 1 - Mr Roland Caulcutt (Caulcutt Associates)   ()
12:40 Six-Sigma and Obesity – Part 2 - Mr Roland Caulcutt (Caulcutt Associates)   ()
13:00 --- Lunch break ---
14:00
Best Manager Award (Bertrand Iooss) and Young Statistician Award (Inez Zwetsloot) - Chair: Jean-Michel Poggi (University of Paris Saclay) (until 15:00) ()
14:00 A robust method for detecting sparse changes in high-dimensional (heteroskedastic) data - Inez Zwetsloot   ()
14:30 Statistical analysis of simulation experiments: Challenges for industrial applications - Bertrand Iooss   ()
15:00
Advances in Statistical Modeling and Applications (ISBIS) - Chair: Luca Frigau (University of Cagliari) (until 16:30) ()
15:00 Application of machine learning models to discriminate tourist landscapes using eye-tracking data - Gianpaolo Zammarchi (University of Cagliari)   ()
15:30 Non-parametric multivariate control charts based on data depth notion - Carmela Iorio (University of Naples Federico II)   ()
16:00 Copula-based robust optimal block designs - Werner G. Mueller   ()
15:00
Breakdown detection - Chair: Sabine Mercier (CNRS, Institut de Mathématiques Toulouse) (until 16:30) ()
15:00 Detecting changes in Multistream Sequences - George Moustakides (University of Patras)   ()
15:30 A Multivariate Non Parametric Monitoring Procedure Based on Convex Hulls - Sotiris Bersimis (University of Piraeus, Greece)   ()
16:00 Spectral-CUSUM for Online Community Change Detection - Yao Xie   ()
15:00
JQT, Technometrics and QE Invited Session (ASQ) - Chair: Bianca Maria Colosimo (Politecnico di Milano) (until 16:30) ()
15:00 Understanding and Addressing Complexity in Problem Solving - Dr Jeroen De Mast (University of Waterloo) Roger Hoerl (Union College)   ()
15:30 Deep Multistage Multi-Task Learning for Quality Prediction and Diagnostics of Multistage Manufacturing Systems - Hao Yan   ()
16:00 Strategies for Supersaturated Screening: Group Orthogonal and Constrained Var(s) Designs - Maria Weese (Miami University)   ()
15:00
Predictive Maintenance and Reliability Special Session - Chair: Nikolaus Haselgruber (CIS consulting in industrial statistics GmbH) (until 16:30) ()
15:00 Classification of On-Road Routes for the Reliability Assessment of Drive-Assist Systems in Heavy-Duty Trucks based on Electronic Map Data - Nikolaus Haselgruber (CIS consulting in industrial statistics GmbH)   ()
15:30 Variable importance analysis of railway vehicle responses - Mrs Anna Pichler (Virtual Vehicle Research GmbH)   ()
16:00 Explainable AI and Predictive Maintenance - Florian Sobieczky (Software Competence Center Hagenberg GmbH)   ()
16:30
A short poll on some fun and some constructive topics (until 16:45) ()
16:30 Active coffee break: A short poll on some fun and some constructive topics - Kristina Krebs (prognostica GmbH) Anja Zernig (KAI)   ()
16:45
Hands-on Projects for Teaching DoE - Chairs: Shirley Coleman Sonja Kuhnt (Dortmund University of Applied Sciences and Arts) (until 18:15) ()
16:45 Hands-on Projects for Teaching DoE - Sonja Kuhnt (Dortmund University of Applied Sciences and Arts) Shirley Coleman   ()
16:45
Machine learning and industrial applications (SFdS) - Chair: Yannig Goude (EDF R&D) (until 18:15) ()
16:45 ShapKit: a Python module dedicated to local explanation of machine learning models - Vincent Thouvenot   ()
17:05 Online Hierarchical Forecasting for Power Consumption Data - Margaux Brégère   ()
17:25 PHEBUS, a Python package for the probabilistic seismic Hazard Estimation through Bayesian Update of Source models - Merlin Keller (EDF R&D, France)   ()
17:45 Generalized additive models for ensemble electricity demand forecasting - Matteo Fasiolo   ()
16:45
Mining - Chair: Amalia Vanacore (Department of Industrial Engineering University of Naples Federico II) (until 18:15) ()
16:45 DATA MINING FOR DISCOVERING DEFECT ASSOCIATIONS AND PATTERNS TO IMPROVE PRODUCT QUALITY: A CASE FOR PRINTED CIRCUIT BOARD ASSEMBLY - Ayse Merve Parlaktuna   ()
17:05 Spatial correction of low-cost sensors observations for fusion of air quality measurements - Prof. Jean-Michel Poggi (University Paris-Saclay)   ()
17:25 Interactive tool for clustering and forecasting patterns of Taiwan COVID-19 speared - Prof. Frederick Kin Hing Phoa (Academia Sinica)   ()
17:45 Vibration signal analysis to classify spur gearbox failure. - Mr Antonio Pérez-Torres (Universidad Politécnica de Valencia)   ()
16:45
Quality 3 - Chair: Christian Weiß (Helmut Schmidt University) (until 18:15) ()
16:45 The Shiryaev-Roberts Control Chart for Markovian Count Time Series - Sebastian Ottenstreuer   ()
17:05 Constructing nonparametric control charts for correlated and independent data using resampling techniques - Ms Priscila Guayasamín (Dep. de Matemática, Escuela Politécnica Nacional)   ()
17:25 Real-time monitoring of functional data - Fabio Centofanti (University of Naples)   ()
17:45 Application of domain-specific language models for quality and technical support in the Food and Beverage Industry - Mr Peng Liu Chiara Mondino   ()
16:45
Reliability - Chair: Bjarne Bergquist (Luleå University of Technology) (until 18:15) ()
16:45 Design Optimization for the Step-Stress Accelerated Degradation Test under Tweedie Exponential Dispersion Process - David Han   ()
17:05 Inference for the Progressively Type-I Censored $K$-Level Step-Stress Accelerated Life Tests Under Interval Monitoring with the Lifetimes from a Log-Location-Scale Family - Prof. Aruni Jayathilaka (The University of Texas at San Antonio)   ()
17:25 Adaptive Design and Inference for a Step-Stress Accelerated Life Test - Mrs Haifa Ismail-Aldayeh (The University of Texas at San Antonio)   ()
17:45 Bayesian Designs for Progressively Type-I Censored Simple Step-Stress Accelerated Life Tests Under Cost Constraint and Order-Restriction - Prof. Crystal Wiedner (The University of Texas at San Antonio)   ()
18:30 --- General Assembly ---
12:00
Design of Experiment 2 - Chair: John Tyssedal (NTNU) (until 13:00) ()
12:00 Enumeration of large mixed four-and-two-level regular designs - Alexandre Bohyn (KU Leuven)   ()
12:20 Adhesive bonding process optimization via Gaussian Process models - Jeroen Jordens (ProductionS, Flanders Make)   ()
12:40 An algorithm for robust designs against data loss - Roberto Fontana   ()
12:00
Modelling 4 - Chair: Murat Kulahci (until 13:00) ()
12:00 PREDICTION OF PRECIPITATION THROUGH WEATHER VARIABLES BY FUNCTIONAL REGRESSION MODELS - Mr Angel Omar Llambo Delgado (Departamento de Matemática, Escuela Politécnica Nacional) Danilo Leandro Loza Quispillo (Departamento de Matemática, Escuela Politécnica Nacional)   ()
12:20 MODELLING WIND TURBINE POWER PRODUCTION WITH FUZZY LINEAR REGRESSION METHODS - Mr SADIK OZKAN GUNDUZ (HACETTEPE UNIVERSITY)   ()
12:40 Customer prioritization for marketing actions - Ignasi Puig   ()
12:00
Modelling 5 - Chair: Rossella Berni (until 13:00) ()
12:00 Explainable AI in preprocessing - Ms Golnoosh Babaei   ()
12:20 Calibrating Prediction Intervals for Gaussian Processes using Cross-Validation method - ACHARKI Naoufal   ()
12:40 The numerical statistical fan and model selection - Dr Arkadius Kalka (Dortmund University of Applied Sciences and Arts)   ()
12:00
Process 2 - Chair: Christian Weiß (Helmut Schmidt University) (until 13:00) ()
12:00 A novel fault detection and diagnosis approach based on orthogonal autoencoders - Davide Cacciarelli (Technical University of Denmark (DTU))   ()
12:20 Fault detection in continuous chemical processes using a PCA-based local approach - Ms Leticia Almada (Federal University of Minas Gerais)   ()
12:40 A novel online PCA algorithm for large variable space dimensions - Rainer Göb Philipp Froehlich (University of Wuerzburg)   ()
13:00 --- Lunch break ---
14:00
Education & Thinking - Chair: Lluis Marco-Almagro (UPC Universitat Politécnica de Catalunya | BarcelonaTech) (until 15:00) ()
14:00 Addressing statistics and data science educational challenges with simulation platforms - Chris Gotwalt (JMP Division, SAS, Research Triangle) Prof. Ron Kenett (KPA Group and Samuel Neaman Institute, Technion, Israel)   ()
14:20 Accreditation of statisticians - Magnus Pettersson   ()
14:40 An Ode to Tolerance: beyond the significance test and p-values - Bernard Francq   ()
14:00
Modelling 6 - Chair: András Zempléni (Eötvös Loránd University, Budapest) (until 15:00) ()
14:00 Study of the effectiveness of Bayesian kriging for the decommissioning and dismantling of nuclear sites. - Martin Wieskotten (CEA)   ()
14:20 Machine Learning Approach to Predict Land Prices using Spatial Dependency Factors - Dr Kaushalya Premachandra (Department of Physical Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka.) Mr Supun Delpagoda (Department of Physical Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka.) Mr Ranjan Dissanayake (Department of Physical Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka.)   ()
14:40 IMPORTANCE OF SPATIAL DEPENDENCE IN THE CLUSTERING OF NDVI FUNCTIONAL DATA ACROSS THE ECUADORIAN ANDES - Ms Alexandra Maigua (Escuela Politécnica Nacional) Mr Jeysson Chuquin (Escuela Politécnica Nacional)   ()
14:00
Modelling 7 - Chair: Bjarne Bergquist (Luleå University of Technology) (until 15:00) ()
14:00 Analyzing categorical time series in the presence of missing observations - Prof. Christian Weiß (Helmut Schmidt University)   ()
14:20 Commented Summary of a Year of Work in Covid-19 Statistical Modeling - Jorge Romeu (Emeritus State Univ. of NY (SUNY))   ()
14:40 A fixed-sequence approach for selecting best performing classifiers - Amalia Vanacore (Department of Industrial Engineering University of Naples Federico II) Maria Sole Pellegrino (Dept. of Industrial Engineering)   ()
14:00
Process 3 - Chair: Sven Knoth (Helmut Schmidt University Hamburg, Germany) (until 15:00) ()
14:00 Imbalanced multi-class classification in process industries. Case study: Emission levels of SO2 from an industrial boiler - Mr Tomás Carmo (Federal University of Minas Gerais)   ()
14:20 A Digital Twin Approach for Statistical Process Monitoring of a High-Dimensional Microelectronic Assembly Process - Marco P. Seabra dos Reis (University of Coimbra, Department of Chemical Engineering)   ()
14:40 Predictive Maintenance in plasma etching processes: a statistical approach - Riccardo Borgoni (Università di Milano-Bicocca)   ()
14:00
Quality 4 - Chair: Shirley Coleman (until 15:00) ()
14:00 Outlier detection in sensor networks - Mr Martial AMOVIN-ASSAGBA (Arpege Master K / Université de Lyon, Lyon 2, ERIC UR 3083 )   ()
14:20 Outliers and the instrumental variables estimator in the linear regression model with endogeneity - Dr Aleš Toman (School of Economics and Business, University of Ljubljana)   ()
14:40 Robust bootstraped h and k Mandel’s statistics for outlier detection in Interlaboratory Studies - Cristian Solorzano (Escuela Politécnica Nacional) Génesis Moreno (Escuela Politécnica Nacional)   ()
15:00
Advancements in Industrial Data Science - Chair: Adel Alaeddini (until 16:30) ()
15:00 Parameter Calibration in wake effect simulation model with Stochastic Gradient Descent and stratified sampling - Eunshin Byon   ()
15:30 Image-Based Feedback Control Using Tensor Analysis - Dr Kamran Paynabar (Georgia Tech)   ()
16:00 AdaPipe: A Recommender System for Adaptive Computation Pipelines in Cyber-Manufacturing Computation Services - Ran Jin   ()
15:00
Measurement Uncertainty SIG - Chair: Francesca Romana Pennecchi (until 16:30) ()
15:00 Hypothesis-based acceptance sampling for modules F and F1 of the European Measuring Instruments Directive - Katy Klauenberg (Physikalisch-Technische Bundesanstalt (PTB))   ()
15:30 Statistical models for measurement uncertainty evaluation in coordinate metrology - Prof. Alistair Forbes (National Physical Laboratory)   ()
16:00 Modern Methods of Quantifying Parameter Uncertainties via Bayesian Inference - Nando Farchmin (Physikalisch-Technische Bundesanstalt)   ()
15:00
Software - Chair: Christian Capezza (until 16:30) ()
15:00 What’s New In JMP 16 - Chris Gotwalt   ()
15:30 Design-Expert and Stat-Ease360: Easy and Efficient as Illustrated by Examples - Martin Bezener (StatEase®)   ()
16:30 --- Coffee break ---
16:45
Closing Keynote - Chair: Murat Caner Testik (Hacettepe University) (until 17:45) ()
16:45 Harnessing the recondite role of randomization in today's scientific, engineering, and industrial world - Tirthankar Dasgupta (Rutgers University)   ()
17:45
Closing Ceremony - Chair: Jean-Michel Poggi (University of Paris Saclay) (until 18:15) ()
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