TY  - CHAP
A1  - Pietsch, Wolfram
T1  - A framework of quality function deployment
T2  - Quality management / eds.: M. Ross ... (Software quality management ; 3,1)
Y1  - 1995
SN  - 1-85312-309-9
SP  - 419
EP  - 428
PB  - Computational Mechanics Publ.
CY  - Southhampton
ER  - 
TY  - JOUR
A1  - Pietsch, Wolfram
T1  - Augmenting voice of the customer analysis by analysis of belief
JF  - QFD-Forum
Y1  - 2015
SN  - 1431-6951
IS  - 30
SP  - 1
EP  - 5
ER  - 
TY  - JOUR
A1  - Palmer, J. W.
A1  - Lindemann, Markus
T1  - Business models and market mechanisms : evaluating efficiency in consumer electronic markets
JF  - Data base and advanced information systems. Bd. 34 (2003), H. 2
Y1  - 2003
SN  - 0105-9912
SP  - 23
EP  - 38
ER  - 
TY  - JOUR
A1  - Mueller, Tobias
A1  - Segin, Alexander
A1  - Weigand, Christoph
A1  - Schmitt, Robert H.
T1  - Feature selection for measurement models
JF  - International journal of quality & reliability management
N2  - Purpose
In the determination of the measurement uncertainty, the GUM procedure requires the building of a measurement model that establishes a functional relationship between the measurand and all influencing quantities. Since the effort of modelling as well as quantifying the measurement uncertainties depend on the number of influencing quantities considered, the aim of this study is to determine relevant influencing quantities and to remove irrelevant ones from the dataset.

Design/methodology/approach
In this work, it was investigated whether the effort of modelling for the determination of measurement uncertainty can be reduced by the use of feature selection (FS) methods. For this purpose, 9 different FS methods were tested on 16 artificial test datasets, whose properties (number of data points, number of features, complexity, features with low influence and redundant features) were varied via a design of experiments.

Findings
Based on a success metric, the stability, universality and complexity of the method, two FS methods could be identified that reliably identify relevant and irrelevant influencing quantities for a measurement model.

Originality/value
For the first time, FS methods were applied to datasets with properties of classical measurement processes. The simulation-based results serve as a basis for further research in the field of FS for measurement models. The identified algorithms will be applied to real measurement processes in the future.
KW  - Feature selection
KW  - Modelling
KW  - Measurement models
KW  - Measurement uncertainty
Y1  - 2022
U6  - http://dx.doi.org/10.1108/IJQRM-07-2021-0245
SN  - 0265-671X
IS  - Vol. ahead-of-print, No. ahead-of-print.
PB  - Emerald Group Publishing Limited
CY  - Bingley
ER  - 
TY  - JOUR
A1  - Moosdorf, Andreas
T1  - It’s not just the Talent, it’s the Knowledge Transfer Method
JF  - GC Ticker
Y1  - 2009
IS  - 1
SP  - 16
EP  - 16
ER  - 
TY  - BOOK
A1  - Moosdorf, Andreas
T1  - The determinants of international knowledge transfer effectiveness - conceptual advances and empirical verification
Y1  - 2008
N1  - The University of Leeds > Leeds University Business School. Thesis (PhD)
ER  - 
TY  - JOUR
A1  - Mischke, Winfried
T1  - Kurzkommentierung der §§ 433, 436, 446 - 453, 474 - 479 BGB
JF  - LexisNexis : Elektronische Ressource / Recht  (2009)
Y1  - 2009
ER  - 
TY  - JOUR
A1  - Mischke, Winfried
T1  - Die Garantie im Kaufrecht
JF  - Betriebs-Berater. 50 (1995), H. 22
Y1  - 1995
SN  - 0340-7918
SP  - 1093
EP  - 1096
ER  - 
TY  - BOOK
A1  - Maercker, Gisela
T1  - Efficient estimation in AR models with ARCH errors
Y1  - 1995
N1  - Bericht // Institute für Mathematik, Technische Universität Braunschweig ; 95,10
PB  - Institute für Mathematik, Techn. Univ.
CY  - Braunschweig
ER  - 
TY  - BOOK
A1  - Maercker, Gisela
T1  - Statistical inference in conditional heteroskedastic autoregressive models
Y1  - 1997
SN  - 3-8265-2486-1
N1  - Berichte aus der Mathematik ; Zugl.: Braunschweig, Techn. Univ., Diss., 1996
PB  - Shaker
CY  - Aachen
ER  -