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会议文集

文集名	Advances in Artificial Intelligence in Manufacturing - Proceedings of the 1st European Symposium on Artificial Intelligence in Manufacturing
会议名	1st European Symposium on Artificial Intelligence in Manufacturing (ESAIM 2023)
中译名	《第一届欧洲制造业中的人工智能讨论会》
会议日期	September 19, 2023
会议地点	Kaiserslautern, Germany
出版年	2024
馆藏号	353190

题名	作者	出版年
An Integrated Active Learning Framework for the Deployment of Machine Learning Models for Defect Detection in Manufacturing Environments	Fabian Gonzalez Fragueiro; Daniel Gordo Martin; Alberto Botana Lopez; Adrian Alonso Rial; Jacobo Otero Tranchero; Betty Cortinas Lorenzo; Juan Manuel Fernandez Montenegro; Santiago Muinos-Landin	2024
Complex and Big Data Handling and Monitoring Through Machine Learning Towards Digital-Twin in High Precision Manufacturing	Marco Grasso; Giuseppe Fogliazza; Bianca Maria Colosimo	2024
On Bringing Fault Detection to Skill-Based Production	Pascal Rubel; William Motsch; Hendrik Schafer; Martin Ruskowski	2024
Towards an Advanced Artificial Intelligence Architecture Through Asset Administration Shell and Industrial Data Spaces	Michel Inigo; Jon Legaristi; Felix Larrinaga; Ekhi Zugasti; Javier Cuenca; Blanca Kremer; Daniel Estepa; Mikel Ayuso; Elena Montejo	2024
A Deep Reinforcement Learning Approach for Production Scheduling with the Use of Dispatch Rules	Panagiotis Mavrothalassitis; Emmanouil Bakopoulos; Vasilis Siatras; Nikolaos Nikolakis; Kosmas Alexopoulos	2024
Parameter Identification in Manufacturing Systems Using Physics-Informed Neural Networks	Md Meraj Khalid; Rene Schenkendorf	2024
Detection of Rare Fault Cases for Mobile Robot Applications	Benjamin Blumhofer; Jonas Weigand; Leonhard Kunz; Pascal Rubel; Achim Wagner	2024
Unsupervised Machine Learning for Blind Rivets Quality Inspection	Ander Martin Rebe; Mariluz Penalva; Fernando Veiga; Alain Gil Del Val; Bilal El Moussaoui Abousoliman	2024
Enabling Seamless Human-Robot Collaboration in Manufacturing Using LLMs	Christos Gkournelos; Christos Konstantinou; Panagiotis Angelakis; George Michalos; Sotiris Makris	2024
Enhancing Object Detection Performance for Small Objects Through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios	Jibinraj Antony; Vinit Hegiste; Ali Nazeri; Hooman Tavakoli; Snehal Walunj; Christiane Plociennik; Martin Ruskowski	2024
AI Enhanced Processing of Large Parts: Volume Monitoring and Control of Robotic Gluing Application	Loukas Prezas; Zoi Arkouli; George Michalos; Sotiris Makris	2024
Advancing Human-Robot Interaction Using AI - A Large Language Model (LLM) Approach	Nikos Dimitropoulos; Pantelis Papalexis; George Michalos; Sotiris Makris	2024
Cognitive Exoskeletons: Harnessing AI for Enhanced Wearable Robotics in Shipbuilding	Alexandros Kanakis; Konstantinos Katsampiris-Salgado; Natalia Zacharaki; Nikos Dimitropoulos; Sotiris Makris	2024
An Approach for Bin Picking in High-Mix Low-Volume Manufacturing	Michael van Bekkum; Yulia Terzieva; Nikoletta Nikolova; Jesse van Oort	2024
Risk-Aware Task Sequencing for Human-Robot Collaboration	Alex Bonini; Amedeo Cesta; Marta Cialdea Mayer; Andrea Orlandini; Alessandro Umbrico	2024
Use of Artificial Intelligence at the Level of Manufacturing Processes	Panagiotis Stavropoulos; Alexios Papacharalampopoulos; Dionysios Christopoulos	2024
Metal Forming Process Efficiency Improvement Based on AI Services	Fernando Boto; Daniel Cabello; Juan Antonio Ortega; Blanca Puigjaner; Asier Alonso	2024
Fabric Defect Detection and Localization	Filipe Oliveira; Davide Carneiro; Hugo Ferreira; Miguel Guimaraes	2024
Vision-Based Ladle Monitoring System for Steel Factories	Mohamed Selim; Pablo Lopez de Uralde; Jon Mata; Eider Gorostegui-Colinas; Beatriz Chicote; Alain Pagani; Didier Stricker	2024