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Article

Critical Factors for Assessing Building Deconstructability: Exploratory and Confirmatory Factor Analysis. (2024) Habeeb Balogun, Hafiz Alaka, Saheed Ajayi and Christian Nnaemeka Egwim

Ensemble of ensembles for fine particulate matter pollution prediction using big data analytics and IoT emission sensors. (2023) Christian Nnaemeka Egwim, Hafiz Alaka, Youlu Pan, Habeeb Balogun, Saheed Ajayi, Abdul Hye and Oluwapelumi Oluwaseun Egunjobi

Critical success factors (CSFs) for motivating end-user stakeholder’s support for ensuring sustainability of PPP projects in Nigerian host communities. (2023) Luqman Olalekan Toriola-Coker, Hakeem A Owolabi, Hafiz Alaka, Wasiu Adeniran Bello and Chaminda Pathirage

Broad Embedded Logistic Regression Classifier for Prediction of Air Pressure Systems Failure. (2023) Adegoke A. Muideen, Carman Ka Man Lee, Jeffery Chan, Brandon Pang and Hafiz Alaka

Influencing Sub-Contracted Operatives’ Attitudes and Behaviours Towards Improved Health and Safety Culture in Construction. (2022) Saheed O. Ajayi, Natasha Lister, Jamiu Adetayo Dauda, A.S. Oyegoke and Hafiz Alaka

A machine learning approach for predicting critical factors determining adoption of off-site construction in Nigeria. (2022) Godoyon Wusu, Hafiz Alaka, Wasiu Yusuf, Iofis Mporas, Luqman Toriola-Coker and Raphael Oseghale

Systematic review of critical drivers for delay risk prediction: towards a conceptual framework for BIM-based construction projects. (2022) Christian Egwim, Hafiz Alaka, Eren Demir, Habeeb Balogun and Saheed O. Ajayi

Comparison of machine learning algorithms for evaluating building energy efficiency using big data analytics. (2022) Christian Nnaemeka Egwim, Hafiz Alaka, Oluwapelumi Egunjobi, Alvaro Gomes and Iosif Mporas

Trends in BIM-based plugins development for construction activities: a systematic review. (2022) Ali Saad, Saheed O. Ajayi and Hafiz Alaka

Effect of traffic dataset on various machine-learning algorithms when forecasting air quality. (2022) Ismail Sulaimon, Hafiz Alaka, Razak Olu-Ajayi, Mubashir Ahmad, Saheed Ajayi and Abdul Hye

Machine learning for energy performance prediction at the design stage of buildings. (2022) Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, Funlade Sunmola and Saheed Ajayi

Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques. (2022) Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, Funlade Sunmola and Saheed Ajayi

Applied artificial intelligence for predicting construction projects delay. (2021) Christian Nnaemeka Egwim, Hafiz Alaka, Luqman Olalekan Toriola-Coker, Habeeb Balogun and Funlade Sunmola

Extraction of underlying factors causing construction projects delay in Nigeria. (2021) Christian Nnaemeka Egwim, Hafiz Alaka, Luqman Olalekan Toriola-Coker, Habeeb Balogun, Saheed Ajayi and Raphael Oseghale

Addressing Behavioural Safety Concerns on Qatari Mega Projects. (2021) S.O. Ajayi, O.O. Adegbenro, Hafiz Alaka, A.S. Oyegoke and P.A. Manu

Boruta-grid-search least square support vector machine for NO2 pollution prediction using big data analytics and IoT emission sensors. (2021) Habeeb Balogun, Hafiz Alaka and Christian Nnaemeka Egwim

Marginalisation of End-User Stakeholder’s in Public Private Partnership Road Projects in Nigeria. (2020) Olalekan L. Toriola-Coker, Hafiz Alaka, Mohammed Agbali, Wasiu Adeniran Bello, Chaminda Pathirage and Lukmon Oyedele

Critical Success Factors for Ensuring Bankable Completion Risk in PFI/PPP Megaprojects. (2020) Hakeem A Owolabi, Lukumon O. Oyedele, Hafiz Alaka, Saheed O. Ajayi, Olugbenga O. Akinade and Muhammad Bilal

Risk mitigation in PFI/PPP project finance: A framework model for financiers’ bankability criteria. (2019) Hakeem A Owolabi, Lukumon O. Oyedele, Hafiz Alaka, Saheed O. Ajayi, Muhammad Bilal and Olugbenga O. Akinade

A Big Data Analytics Approach for Construction Firms Failure Prediction Models. (2019) Hafiz Alaka, Lukumon O. Oyedele, Hakeem O Owolabi, Olugbenga O. Akinade, Muhammad Bilal and Saheed O. Ajayi

Public Private Partnerships (PPP) in the Developing World: Mitigating Financiers’ Risks. (2019) Hakeem O Owolabi, Lukumon O. Oyedele, Hafiz Alaka, Saheed O. Ajayi, Olugbenga O. Akinade and Muhammad Bilal

A BIM-based theoretical framework for the integration of the asset End-of-Life phase. (2019) Rabia Charef, Hafiz Alaka and Eshmaiel Ganjian

Other

Artificial intelligence for deconstruction: Current state, challenges, and opportunities. (2024) Habeeb Balogun, Hafiz Alaka, Eren Demir, Christian Nnaemeka Egwim, Ismail Sulaimon, Razak Olu-Ajayi and Raphael Oseghale

Comprehensive Analysis of Influencing Factors on Building Energy Performance and Strategic Insights for Sustainable Development: A Systematic Literature Review. (2024) Razak Olu-Ajayi, Hafiz Alaka, Christian Egwim and Ketty Grishikashvili

Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle. (2023) Christian Nnaemeka Egwim, Hafiz Alaka, Eren Demir, Habeeb Balogun, Razak Olu-Ajayi, Ismail Sulaimon, Godoyon Wusu, Wasiu Yusuf and Adegoke A. Muideen

Systematic review of drivers influencing building deconstructability: Towards a construct-based conceptual framework. (2023) Habeeb Balogun, Hafiz Alaka, Christian Nnaemeka Egwim and Saheed Ajayi

Data-Driven Tools for Building Energy Consumption Prediction: A Review. (2023) Razak Olu-Ajayi, Hafiz Alaka, Hakeem Owolabi, Lukman Akanbi and Sikiru Ganiyu

A Comparative Study on Machine Learning Algorithms for Assessing Energy Efficiency of Buildings. (2021) Christian Nnaemeka Egwim, Oluwapelumi Oluwaseun Egunjobi, Alvaro Gomes and Hafiz Alaka

Air Pollution Prediction using Machine Learning: A Review. (2021) Ismail Sulaimon, Hafiz Alaka, Razak Olu-Ajayi, Mubashir Ahmad, Funlade Sunmola, Saheed Ajayi and Abdul Hye

An Application Of Machine Learning With Boruta Feature Selection To Improve NO2 Pollution Prediction. (2021) Habeeb Balogun, Hafiz Alaka, Christian Egwim and Saheed Ajayi

Art, Aesthetics and Innovations in The Built Environment: Beyond Theory into Practice. (2021) Godoyon Wusu and Hafiz Alaka

Barriers to Successful Adoption of Design for Manufacture and Assembly in Nigeria. (2021) Godoyon Wusu, Hafiz Alaka, Saheed Ajayi, Raphael Oseghale and Wasiu Yusuf

Building energy consumption using deep learning. (2021) Razak Olu-Ajayi and Hafiz Alaka

A Comparative Study on Machine Learning Algorithms for Predicting Construction Projects Delay. (2021) Christian Egwim and Hafiz Alaka

Effects of Building Information Modeling on Construction Projects Delay: A Systematic Review. (2021) Christian Egwim, Hafiz Alaka and Habeeb Balogun

Ensemble learning for energy performance prediction of residential buildings. (2021) Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, Ketty Grishikashvili, Funlade Sunmola, Raphael Oseghale and Saheed Ajayi

Machine Learning Recognition Models in Construction: A Systematic Review. (2021) Wasiu Yusuf, Hafiz Alaka, Wusu Ebenezer, Saheed Ajayi and Luqman Olaleka ToriolaCoker

Random Forest Feature Selection for Particulate Matter (PM10) Pollution Concentration. (2021) Habeeb Balogun, Hafiz Alaka, Christian Egwim and Saheed O. Ajayi

Traffic-Related Air Pollutant (TRAP) Prediction using Big Data and Machine Learning. (2021) Ismail Sulaimon and Hafiz Alaka

Components reuse in the building sector – A systematic review. (2020) Kambiz Rakhshan, Jean-Claude Morel, Hafiz Alaka and Rabia Charef