[HTML][HTML] Recent text-based research and applications in railways: A critical review and future trends
In the railway industry, a significant amount of data is stored in the textual format. The
advanced development of natural language processing and text mining techniques enable …
advanced development of natural language processing and text mining techniques enable …
Machine Learning Applications for Reliability Engineering: A Review
M Payette, G Abdul-Nour - Sustainability, 2023 - mdpi.com
The treatment of big data as well as the rapid improvement in the speed of data processing
are facilitated by the parallelization of computations, cloud computing as well as the …
are facilitated by the parallelization of computations, cloud computing as well as the …
“FabNER”: information extraction from manufacturing process science domain literature using named entity recognition
The number of published manufacturing science digital articles available from scientific
journals and the broader web have exponentially increased every year since the 1990s. To …
journals and the broader web have exponentially increased every year since the 1990s. To …
Adapting natural language processing for technical text
Despite recent dramatic successes, natural language processing (NLP) is not ready to
address a variety of real‐world problems. Its reliance on large standard corpora, a training …
address a variety of real‐world problems. Its reliance on large standard corpora, a training …
Human knowledge centered maintenance decision support in digital twin environment
The transition to Industry 4.0 has improved factories by improving the manufacturing
process. With increasing automation, awareness of the role of humans in industrial …
process. With increasing automation, awareness of the role of humans in industrial …
A comparison of svm against pre-trained language models (plms) for text classification tasks
Y Wahba, N Madhavji, J Steinbacher - International Conference on …, 2022 - Springer
The emergence of pre-trained language models (PLMs) has shown great success in many
Natural Language Processing (NLP) tasks including text classification. Due to the minimal to …
Natural Language Processing (NLP) tasks including text classification. Due to the minimal to …
A text analytics framework for supplier capability scoring supported by normalized google distance and semantic similarity measurement methods
K Zandbiglari, F Ameri… - … of computing and …, 2023 - asmedigitalcollection.asme.org
The unstructured data available on the websites of manufacturing suppliers and contractors
can provide valuable insights into their technological and organizational capabilities …
can provide valuable insights into their technological and organizational capabilities …
Unlocking maintenance insights in industrial text through semantic search
Abstract Maintenance records in Computerized Maintenance Management Systems
(CMMS) contain valuable human knowledge on maintenance activities. These records …
(CMMS) contain valuable human knowledge on maintenance activities. These records …
Exploration of natural language processing (NLP) applications in aviation
As a result of the tremendous boost in computational power, the current prevalence of large
bodies of data, and the growing power of data-driven algorithms, natural language …
bodies of data, and the growing power of data-driven algorithms, natural language …
[HTML][HTML] Towards standardized reporting and failure classification of safety equipment: Semi-automated classification of failure data for safety equipment in the …
S Lee, MV Ottermo, S Hauge, MA Lundteigen - Process Safety and …, 2023 - Elsevier
Safety instrumented systems (SISs) are installed on process plants to protect against
undesired events like eg, gas leakage and overpressure. A SIS has reliability requirements …
undesired events like eg, gas leakage and overpressure. A SIS has reliability requirements …