Cause analysis of hot work accidents based on text mining and deep learning

Risk-based fault detection and diagnosis for nonlinear and non-Gaussian process systems using R-vine copula

(2021) Md. Tanjin Amin et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A hierarchical object oriented Bayesian network-based fault diagnosis method for building energy systems

(2021) Tingting Li et al.   APPLIED ENERGY

Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database

(2021) Yongyoon Suh   SAFETY SCIENCE

Big data in safety management: An overview

(2021) Bing Wang et al.   SAFETY SCIENCE

Progress in Neural NLP: Modeling, Learning, and Reasoning

(2020) Ming Zhou et al.   Engineering

Automated text classification of near-misses from safety reports: An improved deep learning approach

(2020) Weili Fang et al.   ADVANCED ENGINEERING INFORMATICS

Deep learning and network analysis: Classifying and visualizing accident narratives in construction

(2020) Botao Zhong et al.   AUTOMATION IN CONSTRUCTION

A novel data‐driven methodology for fault detection and dynamic risk assessment

(2020) Md. Tanjin Amin et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

Towards automated generation of curated datasets in radiology: Application of natural language processing to unstructured reports exemplified on CT for pulmonary embolism

(2020) Thomas Weikert et al.   EUROPEAN JOURNAL OF RADIOLOGY

Root Cause Analysis of Key Process Variable Deviation for Rare Events in the Chemical Process Industry

(2020) Pallavi Kumari et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

A Study of Risk Relevance Reasoning Based on a Context Ontology of Railway Accidents

(2020) Tiancheng Cao et al.   RISK ANALYSIS

Hazard analysis: A deep learning and text mining framework for accident prevention

(2020) Botao Zhong et al.   ADVANCED ENGINEERING INFORMATICS

Automatically learning construction injury precursors from text

(2020) Henrietta Baker et al.   AUTOMATION IN CONSTRUCTION

AI-based prediction of independent construction safety outcomes from universal attributes

(2020) Henrietta Baker et al.   AUTOMATION IN CONSTRUCTION

Text mining-based construction site accident classification using hybrid supervised machine learning

(2020) Min-Yuan Cheng et al.   AUTOMATION IN CONSTRUCTION

Knowledge acquisition from chemical accident databases using an ontology-based method and natural language processing

(2020) Johannes I. Single et al.   SAFETY SCIENCE

Machine learning for helicopter accident analysis using supervised classification: Inference, prediction, and implications

(2020) Zhaoyi Xu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Injury severity on traffic crashes: A text mining with an interpretable machine-learning approach

(2020) Cristian Arteaga et al.   SAFETY SCIENCE

Accident Case Retrieval and Analyses: Using Natural Language Processing in the Construction Industry

(2019) Taekhyung Kim et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Performance of a Natural Language Processing Method to Extract Stone Composition From the Electronic Health Record

(2019) Cosmin A. Bejan et al.   UROLOGY

Chain of events model for safety management: Data analytics approach

(2019) Kritika Singh et al.   SAFETY SCIENCE

Extracting safety information from multi-lingual accident reports using an ontology-based approach

(2019) Peter Hughes et al.   SAFETY SCIENCE

Computer vision applications in construction safety assurance

(2019) Weili Fang et al.   AUTOMATION IN CONSTRUCTION

A systematic review of natural language processing for classification tasks in the field of incident reporting and adverse event analysis

(2019) Ian James Bruce Young et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Construction site accident analysis using text mining and natural language processing techniques

(2018) Fan Zhang et al.   AUTOMATION IN CONSTRUCTION

Text analytics to analyze and monitor construction project contract and correspondence

(2018) Mohamed Marzouk et al.   AUTOMATION IN CONSTRUCTION

Text classification method based on self-training and LDA topic models

(2017) Miha Pavlinek et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

Application of machine learning to construction injury prediction

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification

(2016) Peng Wang et al.   NEUROCOMPUTING

Risk-based fault detection using Self-Organizing Map

(2015) Hongyang Yu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY