Data science methods and tools for industry 4.0: A systematic literature review and taxonomy
The Fourth Industrial Revolution, also named Industry 4.0, is leveraging several modern
computing fields. Industry 4.0 comprises automated tasks in manufacturing facilities, which …
computing fields. Industry 4.0 comprises automated tasks in manufacturing facilities, which …
Executable knowledge graphs for machine learning: a Bosch case of welding monitoring
Data analysis including ML are essential to extract insights from production data in modern
industries. However, industrial ML is affected by: the low transparency of ML towards non …
industries. However, industrial ML is affected by: the low transparency of ML towards non …
Federated learning framework coping with hierarchical heterogeneity in cooperative its
R Song, L Zhou, V Lakshminarasimhan… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Deep learning is a key approach for the environment perception function of Cooperative
Intelligent Transportation Systems (C-ITS) with autonomous vehicles and smart traffic …
Intelligent Transportation Systems (C-ITS) with autonomous vehicles and smart traffic …
Ontology reshaping for knowledge graph construction: applied on Bosch welding case
Automatic knowledge graph (KG) construction is widely used in industry for data integration
and access, and there are several approaches to enable (semi-) automatic construction of …
and access, and there are several approaches to enable (semi-) automatic construction of …
Enhancing knowledge graph generation with ontology reshaping–Bosch case
Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case |
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Scaling usability of ML analytics with knowledge graphs: exemplified with a Bosch welding case
Automated welding is heavily used in the automotive industry to produce car bodies by
connecting metal parts with welding spots. Modern welding solutions and manufacturing …
connecting metal parts with welding spots. Modern welding solutions and manufacturing …
Scaling data science solutions with semantics and machine learning: Bosch case
Abstract Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented
amount of data from factory production, posing big data challenges in volume and variety. In …
amount of data from factory production, posing big data challenges in volume and variety. In …
The data value quest: a holistic semantic approach at Bosch
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Semantic modeling, development and evaluation for the resistance spot welding industry
The ongoing industrial revolution termed Industry 4.0 (I4. 0) has borne witness to a series of
profound changes towards increasing smart automation, particularly in the industrial sectors …
profound changes towards increasing smart automation, particularly in the industrial sectors …
Towards generalized welding ontology in line with ISO and knowledge graph construction
Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction |
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