Valuing free-form text data from maintenance logs through transfer learning with CamemBERT

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0

(2020) Juan Pablo Usuga Cadavid et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Fundamentals of smart manufacturing: A multi-thread perspective

(2019) Andrew Kusiak   ANNUAL REVIEWS IN CONTROL

ESLMT: a new clustering method for biomedical document retrieval

(2019) MohammadReza Keyvanpour et al.   Biomedical Engineering-Biomedizinische Technik

From natural language text to rules: knowledge acquisition from formal documents for aircraft assembly

(2019) N. Madhusudanan et al.   JOURNAL OF ENGINEERING DESIGN

Why Cohen’s Kappa should be avoided as performance measure in classification

(2019) Rosario Delgado et al.   PLoS One

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Data-driven smart manufacturing

(2018) Fei Tao et al.   JOURNAL OF MANUFACTURING SYSTEMS

An empirical comparison on state-of-the-art multi-class imbalance learning algorithms and a new diversified ensemble learning scheme

(2018) Jingjun Bi et al.   KNOWLEDGE-BASED SYSTEMS

The industrial management of SMEs in the era of Industry 4.0

(2017) Alexandre Moeuf et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Machine learning on big data: Opportunities and challenges

(2017) Lina Zhou et al.   NEUROCOMPUTING

A note on using the F-measure for evaluating record linkage algorithms

(2017) David Hand et al.   STATISTICS AND COMPUTING

Manifold learning based rescheduling decision mechanism for recessive disturbances in RFID-driven job shops

(2016) Chuang Wang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A Comparison of MCC and CEN Error Measures in Multi-Class Prediction

(2012) Giuseppe Jurman et al.   PLoS One

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING