Comparing Natural Language Processing Methods to Cluster Construction Schedules

Novel Approach to Estimating Schedule to Completion in Construction Projects Using Sequence and Nonsequence Learning

(2019) Min-Yuan Cheng et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Machine Learning Algorithms for Construction Projects Delay Risk Prediction

(2019) Ahmed Gondia et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Front-End Planning for Large and Small Infrastructure Projects: Comparison of Project Definition Rating Index Tools

(2018) Mohamed ElZomor et al.   JOURNAL OF MANAGEMENT IN ENGINEERING

Generation and evaluation of excavation schedules for hard rock tunnels in preconstruction and construction

(2018) Jung In Kim et al.   AUTOMATION IN CONSTRUCTION

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

(2018) Fan Zhang et al.   AUTOMATION IN CONSTRUCTION

Management-Reserve Estimation for International Construction Projects Based on Risk-Informed k-NN

(2017) Kwang-Pyo Lee et al.   JOURNAL OF MANAGEMENT IN ENGINEERING

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

Patterns and trends in Building Information Modeling (BIM) research: A Latent Semantic Analysis

(2015) Mehmet Yalcinkaya et al.   AUTOMATION IN CONSTRUCTION

Attribute-Based Safety Risk Assessment. I: Analysis at the Fundamental Level

(2015) Behzad Esmaeili et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Attribute-Based Safety Risk Assessment. I: Analysis at the Fundamental Level

(2015) Behzad Esmaeili et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Using ontology-based text classification to assist Job Hazard Analysis

(2014) Nai-Wen Chi et al.   ADVANCED ENGINEERING INFORMATICS

Predicting construction cost overruns using text mining, numerical data and ensemble classifiers

(2014) Trefor P. Williams et al.   AUTOMATION IN CONSTRUCTION

Learning from multiple annotators with varying expertise

(2013) Yan Yan et al.   MACHINE LEARNING

Content-based text mining technique for retrieval of CAD documents

(2012) Wen-der Yu et al.   AUTOMATION IN CONSTRUCTION

An empirical investigation of scheduling performance criteria

(2010) Cees De Snoo et al.   JOURNAL OF OPERATIONS MANAGEMENT

An ontology-based approach for formalisation and semantic organisation of conformance requirements in construction

(2009) Anastasiya Yurchyshyna et al.   AUTOMATION IN CONSTRUCTION

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS