Automated defect identification for cell phones using language context, linguistic and smoke-word models

MZ Younas, MSI Malik, DI Ignatov - Expert Systems with Applications, 2023 - Elsevier
Product defects are a widespread concern for manufacturers when conducting quality and
customer relationship management. Prior approaches addressed many electronic products …

" What's wrong with this product?" Detection of product safety issues based on information consumers share online

M Fuchs, A Jadhav, A Jaishankar, C Cauffman… - Proceedings of the …, 2023 - dl.acm.org
With the widespread use of e-commerce, proper oversight and regulatory compliance
become increasingly difficult, if not impossible, resulting in a heightened risk of harm to …

[图书][B] Topic-Based Classification of MAUDE Adverse Problem Reports through Multi-Application Machine Learning

NB Jenkins - 2023 - search.proquest.com
A key use for warranty claims and repair data is to give input to stakeholders involved in the
product life cycle such as design engineering, quality engineering, and management. Text …

[图书][B] Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing

T Effland - 2023 - search.proquest.com
The goal of this thesis is to improve the feasibility of building applied NLP systems for more
diverse and niche real-world use-cases of extracting structured information from text. A core …

Facilitating responding to multiple product or service reviews associated with multiple sources

J Wagner, M Munoz - US Patent 11,373,220, 2022 - Google Patents
A monitoring platform may obtain information that identifies a product or service and may
collect one or more reviews associated with the product or service from a plurality of …

Using Machine Learning Predictive Models to Aid Manufacturers Identify Early Warning Signs of Ventilator Defects

VI Santiago-Pérez - 2022 - search.proquest.com
Abstract The United States (US) Food and Drug Administration (FDA) maintains a
Manufacturer and User Facility Device Experience (MAUDE) database containing end-user …