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T. Q. D. Pham et al.
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Mohamad Awada et al.
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Lei Hou et al.
APPLIED SCIENCES-BASEL (2021)
Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression
Ali Shehadeh et al.
AUTOMATION IN CONSTRUCTION (2021)
Duration Estimate at Completion: Improving Earned Value Management Forecasting Accuracy
Solomon Sackey et al.
KSCE JOURNAL OF CIVIL ENGINEERING (2020)
Causes of delays on construction projects: a comprehensive list
Serdar Durdyev et al.
INTERNATIONAL JOURNAL OF MANAGING PROJECTS IN BUSINESS (2019)
Safety leading indicators for construction sites: A machine learning approach
Clive Q. X. Poh et al.
AUTOMATION IN CONSTRUCTION (2018)
Beyond one-hot encoding: Lower dimensional target embedding
Pau Rodriguez et al.
IMAGE AND VISION COMPUTING (2018)
Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500
Christopher Krauss et al.
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2017)
Big Data in the construction industry: A review of present status, opportunities, and future trends
Muhammad Bilal et al.
ADVANCED ENGINEERING INFORMATICS (2016)
Application of machine learning to construction injury prediction
Antoine J-P. Tixier et al.
AUTOMATION IN CONSTRUCTION (2016)
Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection
Jun Chin Ang et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2016)
Mortality in Individuals Treated With Glucose-Lowering Agents: A Large, Controlled Cohort Study
Marc Claesen et al.
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM (2016)
Does infrastructure investment lead to economic growth or economic fragility? Evidence from China
Atif Ansar et al.
OXFORD REVIEW OF ECONOMIC POLICY (2016)
Machine learning: Trends, perspectives, and prospects
M. I. Jordan et al.
SCIENCE (2015)
Analysis of Causes of Delay and Time Performance in Construction Projects
Pablo Gonzalez et al.
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT (2014)
Application of KDD Techniques to Extract Useful Knowledge from Labor Resources Data in Industrial Construction Projects
Ahmed Hammad et al.
JOURNAL OF MANAGEMENT IN ENGINEERING (2014)
A review of methods and algorithms for optimizing construction scheduling
J. Zhou et al.
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY (2013)
Causes of Variation in Construction Project Task Starting Times and Duration
Brad W. Wambeke et al.
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT (2011)
Prediction of schedule performance of Indian construction projects using an artificial neural network
Kumar Neeraj Jha et al.
CONSTRUCTION MANAGEMENT AND ECONOMICS (2011)
Management and analysis of unstructured construction data types
Lucio Soibelman et al.
ADVANCED ENGINEERING INFORMATICS (2008)
Causes of Delay in Building Construction Projects in Egypt
M. E. Abd El-Razek et al.
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT (2008)
What are artificial neural networks?
Anders Krogh
NATURE BIOTECHNOLOGY (2008)
A tutorial on support vector regression
AJ Smola et al.
STATISTICS AND COMPUTING (2004)
Resource-activity critical-path method for construction planning
M Lu et al.
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT (2003)
Greedy function approximation: A gradient boosting machine
JH Friedman
ANNALS OF STATISTICS (2001)
Cross-validation methods
MW Browne
JOURNAL OF MATHEMATICAL PSYCHOLOGY (2000)