# overview
Artificial Intelligence (AI), Machine Learning (ML), Built Environment Informatics, Urban Computing, Disaster Resilience, Future of Work, Construction Safety.

# keywords[]
4607 Graphics, Augmented Reality And Games

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
Networking And Information Technology R&d

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
9 Industry, Innovation And Infrastructure

# keywords[]
Competency Identification Tools And Techniques

# keywords[]
4607 Graphics, Augmented Reality And Games

# keywords[]
3509 Transportation, Logistics And Supply Chains

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4607 Graphics, Augmented Reality And Games

# keywords[]
3509 Transportation, Logistics And Supply Chains

# keywords[]
35 Commerce, Management, Tourism And Services

# educationAndTraining[].organization.label
University of Michigan-Ann Arbor - (Ann Arbor, Michigan, United States)

# publications[].label
Exploring Individual Differences of Public Speaking Anxiety in Real-Life and Virtual Presentations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
AUTOMATED KNOWLEDGE DISCOVERY AND DATA-DRIVEN SIMULATION MODEL GENERATION OF CONSTRUCTION OPERATIONS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Automated ergonomic risk monitoring using body-mounted sensors and machine learning

# publications[].label
Human-Habitat for Health (H3): Human-habitat Multimodal Interaction for Promoting Health and Well-being in the Internet of Things Era

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Drone mapping of damage information in GPS-Denied disaster sites

# publications[].label
Artificial Intelligence in the Construction Industry

# publications[].label
DEEP GENERATIVE ADVERSARIAL NETWORK TO ENHANCE IMAGE QUALITY FOR FAST OBJECT DETECTION IN CONSTRUCTION SITES

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Collaborative visualization of engineering processes using tabletop augmented reality

# publications[].label
Closure to "Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining" by Reza Akhavian and Amir H. Behzadan

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Augmented Reality for Building Maintenance and Operation

# publications[].label
Board 62: Usability of a Mobile Augmented Reality Application to Teach Structural Analysis

# publications[].publisher
American Society for Engineering Education

# publications[].label
Mobile and Pervasive Construction Visualization Using Outdoor Augmented Reality

# publications[].label
Automated Generation of Operations Level Construction Animations in Outdoor Augmented Reality

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Construction Productivity and Ergonomic Assessment Using Mobile Sensors and Machine Learning

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Deep Convolutional Networks for Construction Object Detection Under Different Visual Conditions

# publications[].label
Reusable Modular Software Interfaces for Outdoor Augmented Reality Applications in Engineering

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Convolutional neural networks for object detection in aerial imagery for disaster response and recovery

# publications[].label
Building Owner Manual Assisted by Augmented Reality: A Case from Brazil

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Collaborative Learning in Building Sciences Enabled by Augmented Reality

# publications[].label
A Review of Research-to-Practice Drivers and Barriers in Visualization, Information Modeling, and Simulation

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Interactive Augmented Reality Visualization for Improved Damage Prevention and Maintenance of Underground Infrastructure

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Crowdsourced-based Deep Convolutional Networks for Urban Flood Depth  Mapping

# publications[].label
Mobile augmented reality for teaching structural analysis

# publications[].label
CONSTRUCTION ACTIVITY RECOGNITION FOR SIMULATION INPUT MODELING USING MACHINE LEARNING CLASSIFIERS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Investigation on the Effects of Recycled Asphalt Shingle as an Additive to Hot-Mix Asphalt

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Enabling Smooth and Scalable Dynamic 3D Visualization of Discrete-Event Construction Simulations in Outdoor Augmented Reality

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Physiological Data Models to Understand the Effectiveness of Drone Operation Training in Immersive Virtual Reality

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Crowdsourced-based deep convolutional networks for urban flood depth mapping

# publications[].publisher
European Council for Computing in Construction

# publications[].label
Ubiquitous location tracking for context-specific information delivery on construction sites

# publications[].label
Client-Server Interaction Knowledge Discovery for Operations-level Construction Simulation Using Process Data

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Mechanical characterization of asphalt tear-off roofing shingles in Hot Mix Asphalt

# publications[].label
Lane-specific speed analysis in urban work zones with computer vision.

# publications[].label
Predicting the Effectiveness of Systematic Desensitization Through Virtual Reality for Mitigating Public Speaking Anxiety

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Ergonomic analysis of construction worker's body postures using wearable mobile sensors.

# publications[].label
Visual recognition for urban traffic data retrieval and analysis in major events using convolutional neural networks.

# publications[].label
Deep Learning for Visual Analytics of the Spread of COVID-19 Infection in Crowded Urban Environments

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
A COLLABORATIVE AUGMENTED REALITY BASED MODELING ENVIRONMENT FOR CONSTRUCTION ENGINEERING AND MANAGEMENT EDUCATION

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
EXPLORING BIO-BEHAVIORAL SIGNAL TRAJECTORIES OF STATE ANXIETY DURING PUBLIC SPEAKING

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Estimating Public Speaking Anxiety from Speech Signals Using Unsupervised Transfer Learning

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Deep learning for post-hurricane aerial damage assessment of buildings

# publications[].label
Risk Behavior-Based Trajectory Prediction for Construction Site Safety Monitoring

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Enabling discovery-based learning in construction using telepresent augmented reality

# publications[].label
An Evolutionary Method to Refine Imperfect Sensor Data for Construction Simulation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Evaluation of queuing systems for knowledge-based simulation of construction processes

# publications[].label
SIMULATION AND VISUALIZATION OF TRAFFIC OPERATIONS IN AUGMENTED REALITY FOR IMPROVED PLANNING AND DESIGN OF ROAD CONSTRUCTION PROJECTS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Visualization of construction graphics in outdoor augmented reality

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
SIMULATION-BASED EVALUATION OF FUEL CONSUMPTION IN HEAVY CONSTRUCTION PROJECTS BY MONITORING EQUIPMENT IDLE TIMES

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Construction equipment activity recognition for simulation input modeling using mobile sensors and machine learning classifiers

# publications[].label
Exploring the Generalizability of Deep Convolutional Neural Networks for Post-Hurricane Damage Assessment

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Knowledge- and Data-Driven Models of Multimodal Trajectories of Public Speaking Anxiety in Real and Virtual Settings

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Comparative analysis of process interaction and activity scanning approaches in simulation of construction operations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Computer Vision and Multi-Object Tracking for Traffic Measurement from Campus Monitoring Cameras

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Monitoring offshore oil pollution using multi-class convolutional neural networks.

# publications[].label
Exploring Speech Cues in Web-mined COVID-19 Conversational Vlogs

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Design and Assessment of a Mobile Augmented Reality-Based Information Delivery Tool for Construction and Civil Engineering Curriculum

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
An integrated data collection and analysis framework for remote monitoring and planning of construction operations

# publications[].label
Guiding or Exploring? Finding the Right Way to Teach Students Structural Analysis with Augmented Reality

# publications[].label
Investigating the Interplay Between Self-Reported and Bio-Behavioral Measures of Stress: A Pilot Study of Civilian Job Interviews with Military Veterans

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Georeferenced registration of construction graphics in mobile outdoor augmented reality

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Virtual reality interfaces and population-specific models to mitigate public speaking anxiety

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Factors influencing unsafe behaviors and accidents on construction sites: a review.

# publications[].label
Automated Methods for Activity Recognition of Construction Workers and Equipment: State-of-the-Art Review

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Chaos Theory-Inspired Evolutionary Method to Refine Imperfect Sensor Data for Data-Driven Construction Simulation

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
An Exploratory Study of Sequence Alignment for Improved Sensor-Based Human Activity Recognition

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Applications of Audio Augmented Reality: Wearware, Everyware, Anyware, and Awareware

# publications[].label
A Real Time Decision Support System for Enhanced Crane Operations in Construction and Manufacturing

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Bayesian Inference for Uncertainty-Aware Post-Disaster Damage Assessment Using Artificial Intelligence

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Identification and Instance Segmentation of Oil Spills Using Deep Neural Networks

# publications[].label
Scalable flood inundation mapping using deep convolutional networks and traffic signage

# publications[].label
Teaching millennials with augmented reality: cases from the U.S. education system

# publications[].label
HUMAN ACTIVITY RECOGNITION AND MOBILE SENSING FOR CONSTRUCTION SIMULATION

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
TECHNOLOGY-ENHANCED LEARNING IN CONSTRUCTION EDUCATION USING MOBILE CONTEXT-AWARE AUGMENTED REALITY VISUAL SIMULATION

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Scalable Algorithm for Resolving Incorrect Occlusion in Dynamic Augmented Reality Engineering Environments

# publications[].label
Human-centered flood mapping and intelligent routing through augmenting flood gauge data with crowdsourced street photos

# publications[].label
Women in Construction Workshop: Outreach to Female Students from Developing Countries

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
A feedforward neural network for drone accident prediction from physiological signals

# publications[].label
Reinforcement Learning for Active Monitoring of Moving Equipment in 360-Degree Videos

# publications[].label
COUPLING RISK ATTITUDE AND MOTION DATA MINING IN A PREEMTIVE CONSTRUCTION SAFETY FRAMEWORK

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Feasibility study of urban flood mapping using traffic signs for route  optimization

# publications[].label
Enhancing Motion Trajectory Prediction for Site Safety by Incorporating Attitude toward Risk

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
WEARABLE SENSOR-BASED ACTIVITY RECOGNITION FOR DATA-DRIVEN SIMULATION OF CONSTRUCTION WORKERS' ACTIVITIES

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Erratum for Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining by Reza Akhavian and Amir H. Behzadan

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
AI-enabled flood mapping from street photos: the case of 2021-22 floods in U.S. and Canada

# publications[].label
Flood depth mapping in street photos with image processing and deep neural networks

# publications[].label
GPS and 3DOF tracking for georeferenced registration of construction graphics in outdoor augmented reality

# publications[].label
A qualitative investigation of factors influencing unsafe work behaviors on construction projects.

# publications[].label
Visualization, Information Modeling, and Simulation: Grand Challenges in the Construction Industry

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Augmented reality visualization: A review of civil infrastructure system applications

# publications[].label
Exploring Speech Cues in Web-mined COVID-19 Conversational Vlogs

# publications[].label
Teaching Building Sciences in Immersive Environments: A Prototype Design, Implementation, and Assessment

# publications[].label
Creating Automated Crane Work Plans Using Real Time Operational Data and Predictive Analysis

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Grand Challenges in Simulation for the Architecture, Engineering, Construction, and Facility Management Industries

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Speak Up! Studying the interplay of individual and contextual factors to physiological-based models of public speaking anxiety

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Detection and Semantic Segmentation of Disaster Damage in UAV Footage

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
General-purpose modular hardware and software framework for mobile outdoor augmented reality applications in engineering

# publications[].label
Core Competencies for Construction Project Management: Literature Review and Content Analysis

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
SINGLE- AND MULTI-LABEL CLASSIFICATION OF CONSTRUCTION OBJECTS USING DEEP TRANSFER LEARNING METHODS

# publications[].publisher
International Council for Research and Innovation in Building and Construction

# publications[].label
Deep Learning Detection of Personal Protective Equipment to Maintain Safety Compliance on Construction Sites

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Structural modeling of safety performance in construction industry.

# publications[].label
Deep Learning Models for Content-Based Retrieval of Construction Visual Data

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
EVAQ: Person-Specific Large Crowd Evacuation Modeling

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Remote Monitoring of Dynamic Construction Processes Using Automated Equipment Tracking

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Factors affecting unsafe behavior in construction projects: development and validation of a new questionnaire.

# publications[].label
Structure of an extensible augmented reality framework for visualization of simulated construction processes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Deep learning for site safety: Real-time detection of personal protective equipment

# researcherOn[].label
Real-time feedback-enabled simulation modeling of dynamic construction processes (ongoing

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Collaborative Research: Transforming Teaching of Structural Analysis through Mobile Augmented Reality

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
CHS: Medium: Collaborative Reearch: Bio-behavioral data analytics to enable personalized training of veterans for the future workforce

# researcherOn[].awardedBy.label
Directorate for Computer & Information Science & Engineering - (Arlington, Virginia, United States)

# researcherOn[].label
Strategies for Learning: Augmented Reality and Collaborative Problem-Solving for Building Sciences

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Planning Grant: Engineering Research Center for AI in Construction (AI-Con)

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Construction Science; 3137 TAMU