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Business Failure Prediction of Construction Contractors Using a LSTM RNN with Accounting, Construction Market, and Macroeconomic Variables
Publisher: ASCE
Abstract: In the construction industry, predicting business failure and providing early warnings are critical challenges in the prevention of business failure chain reactions. Most relevant studies have developed models that predicted ...
Estimating Compressive Strength of Concrete Using Deep Convolutional Neural Networks with Digital Microscope Images
Publisher: American Society of Civil Engineers
Abstract: Compressive strength is a critical indicator of concrete quality for ensuring the safety of existing concrete structures. As an alternative to existing nondestructive testing methods, image-based concrete compressive ...
Estimating Compressive Strength of Concrete Using Deep Convolutional Neural Networks with Digital Microscope Images
Publisher: American Society of Civil Engineers
Abstract: Compressive strength is a critical indicator of concrete quality for ensuring the safety of existing concrete structures. As an alternative to existing nondestructive testing methods, image-based concrete compressive ...
Motion Planning of Mobile Robots for Autonomous Navigation on Uneven Ground Surfaces
Publisher: ASCE
Abstract: With the increasing interest in mobile robots for construction applications, autonomous navigation in unstructured and uneven construction sites has become a critical challenge. To ensure the safe and robust navigation of ...
Analyzing Trust Dynamics in Human–Robot Collaboration through Psychophysiological Responses in an Immersive Virtual Construction Environment
Publisher: American Society of Civil Engineers
Abstract: Human–robot collaboration (HRC) has emerged as a promising frontier within the construction industry, offering the potential to enhance productivity, safety, and efficiency. The effectiveness of HRC critically depends on ...
Classifying the Business Model Types of International Construction Contractors
Publisher: ASCE
Abstract: As the construction business environment becomes increasingly complex and competitive, business model innovation is being accepted as an essential factor in sustaining competitive advantage in the international construction ...
International Diversification and Performance of Construction Companies: Moderating Effect of Regional, Product, and Industry Diversifications
Publisher: American Society of Civil Engineers
Abstract: In today's competitive and complex construction market, construction companies must expand their business into international markets if they are to survive and remain competitive. To improve our understanding of whether ...