Search Results - subject:"Small datasets"

Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing

Link, Patrick; Poursanidis, Miltiadis; Schmid, Jochen; … - In: Journal of Intelligent Manufacturing 33 (2022) 7, pp. 2129-2142

small datasets by integrating shape expert knowledge, that is, prior knowledge about the shape of the input … surface roughness as a function of five process variables. As opposed to conventional ML methods for small datasets, the …

Persistent link: https://www.econbiz.de/10015271536

A cross-domain knowledge transfer method for process discovery of urban community services with small datasets

Liu, Zhao-ge; Li, Xiang-yang; Qiao, Li-min - In: Business process management journal 28 (2022) 4, pp. 1005-1024

Persistent link: https://www.econbiz.de/10013380820

The attribute-trend-similarity method to improve learning performance for small datasets

Li, Der-Chiang; Lin, Wu-Kuo; Lin, Liang-Sian; Chen, … - In: International journal of production research 55 (2017) 7/8, pp. 1898-1913

Persistent link: https://www.econbiz.de/10011648387

Predicting with a small amount of data: an application of fuzzy reasoning to regional disparities

McArthur, David Philip; Encheva, Sylvia; Thorsen, Inge - In: Journal of Economic Studies 41 (2014) 1, pp. 12-12

paper explores how formal concept analysis can be combined with fuzzy reasoning to make predictions based on small datasets … methodology aids in the interpretation of small datasets. The methodology should be of interested to practitioners at the local …

Persistent link: https://www.econbiz.de/10010814548

Predicting with a small amount of data: an application of fuzzy reasoning to regional disparities

Philip McArthur, David; Encheva, Sylvia; Thorsen, Inge - In: Journal of Economic Studies 41 (2014) 1, pp. 12-28

Persistent link: https://www.econbiz.de/10014864299

Predicting with a small amount of data : an application of fuzzy reasoning to regional disparities

McArthur, David Philip; Encheva, Sylvia; Thorsen, Inge - In: Journal of economic studies 41 (2014) 1, pp. 12-28

Persistent link: https://www.econbiz.de/10010259260

Exploring the Determinants of Regional Unemployment Disparities in Small Data Sets

McArthur, David Philip; Encheva, Sylvia; Thorsen, Inge - In: International Regional Science Review 35 (2012) 4, pp. 442-463

While standard economic theory suggests that unemployment should be evenly distributed across space, casual observation of unemployment rates shows that this is not the case. This has led to the development of a substantial literature on the topic. Due to the complexity of the problem, it is not...

Persistent link: https://www.econbiz.de/10010569276