TY - JOUR
T1 - Introduction to the Special Section on AI in Manufacturing
T2 - Current Trends and Challenges
AU - Lijffijt, Jefrey
AU - Gkorou, Dimitra
AU - Van Hertum, Pieter
AU - Ypma, Alexander
AU - Pechenizkiy, Mykola
AU - Vanschoren, Joaquin
PY - 2022/12
Y1 - 2022/12
N2 - On 19 September 2022, the first workshop on AI for Manufacturing (AI4M Workshop) took place at ECML-PKDD, the European Conference on Machine Learning and Principles and Practice for Knowledge Discovery in Databases. The workshop brought together researchers and practitioners, from academia and industry, contributing their perspectives. This special section includes five articles in which Artificial Intelligence methods are used to address real problems in the manufacturing industry, ranging from the supply chain, to production, to quality insurance, and predictive maintenance. In this introduction, we present a high-level overview of the current state of the area: observed trends and the main open challenges. This overview is based on these papers, the keynote presentation, the panel discussion, and the discussion that emerged during the workshop.
AB - On 19 September 2022, the first workshop on AI for Manufacturing (AI4M Workshop) took place at ECML-PKDD, the European Conference on Machine Learning and Principles and Practice for Knowledge Discovery in Databases. The workshop brought together researchers and practitioners, from academia and industry, contributing their perspectives. This special section includes five articles in which Artificial Intelligence methods are used to address real problems in the manufacturing industry, ranging from the supply chain, to production, to quality insurance, and predictive maintenance. In this introduction, we present a high-level overview of the current state of the area: observed trends and the main open challenges. This overview is based on these papers, the keynote presentation, the panel discussion, and the discussion that emerged during the workshop.
U2 - 10.1145/3575637.3575650
DO - 10.1145/3575637.3575650
M3 - Article
SN - 1931-0145
VL - 24
SP - 81
EP - 85
JO - SIGKDD Explorations
JF - SIGKDD Explorations
IS - 2
M1 - 2
ER -