Juan Manuel Davila Delgado

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Real-Life Evaluation of Supervised and Semi-Supervised Machine Learning Approaches for Indirect Estimation of Indoor Occupancy.
IEEE Access
Alma Mena-Martinez, Juan Manuel Davila Delgado, Joanna Alvarado-Uribe, Hector G. Ceballos
2024 — conf
Methodology to Monitor and Estimate Occupancy in Enclosed Spaces Based on Indirect Methods and Artificial Intelligence: A University Classroom as a Case Study.
IMIS
Alma Mena-Martinez, Joanna Alvarado-Uribe, Juan Manuel Davila Delgado, Hector G. Ceballos
2022 J jnl
Robotics in construction: A critical review of the reinforcement learning and imitation learning paradigms.
Adv. Eng. Informatics
Juan Manuel Davila Delgado, Lukumon O. Oyedele
2021 J jnl
Deep learning and Boosted trees for injuries prediction in power infrastructure projects.
Appl. Soft Comput.
Ahmed Oyedele, Anuoluwapo O. Ajayi, Lukumon O. Oyedele, Juan Manuel Davila Delgado, Lukman Adéwálé Àkànbí, Olúgbénga O. Akinadé, Hakeem Owolabi, Muhammad Bilal
2021 J jnl
Deep learning with small datasets: using autoencoders to address limited datasets in construction management.
Appl. Soft Comput.
Juan Manuel Davila Delgado, Lukumon O. Oyedele
2021 J jnl
Digital Twins for the built environment: learning from conceptual and process models in manufacturing.
Adv. Eng. Informatics
Juan Manuel Davila Delgado, Lukumon O. Oyedele
2020 J jnl
A research agenda for augmented and virtual reality in architecture, engineering and construction.
Adv. Eng. Informatics
Juan Manuel Davila Delgado, Lukumon O. Oyedele, Peter Demian, Thomas H. Beach
2020 J jnl
Estimating Occupancy Levels in Enclosed Spaces Using Environmental Variables: A Fitness Gym and Living Room as Evaluation Scenarios.
Sensors
Andree Vela, Joanna Alvarado-Uribe, Juan Manuel Davila Delgado, Neil Hernández-Gress, Hector G. Ceballos
2018 J jnl
Structural Performance Monitoring Using a Dynamic Data-Driven BIM Environment.
J. Comput. Civ. Eng.
Juan Manuel Davila Delgado, Liam J. Butler, Ioannis K. Brilakis, Mohammed Z. E. B. Elshafie, Campbell R. Middleton
2015 J jnl
Coevolutionary and genetic algorithm based building spatial and structural design.
Artif. Intell. Eng. Des. Anal. Manuf.
Hèrm Hofmeyer, Juan Manuel Davila Delgado
2013 J jnl
Automated design studies: Topology versus One-Step Evolutionary Structural Optimisation.
Adv. Eng. Informatics
Hèrm Hofmeyer, Juan Manuel Davila Delgado
2013 — conf
Research Engine: A Tool to Simulate and Study Spatial-Structural Design Processes.
CAAD Futures
Juan Manuel Davila Delgado, Hèrm Hofmeyer