Hafiz Alaka

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Professor Hafiz Alaka

20142025

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  • 2021

    A Comparative Study on Machine Learning Algorithms for Assessing Energy Efficiency of Buildings

    Egwim, C. N., Egunjobi, O. O., Gomes, A. & Alaka, H., 17 Sept 2021, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: ECML PKDD 2021. Springer Nature , p. 546–566 21 p. (Communications in Computer and Information Science; vol. 1525).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    5 Citations (Scopus)
    161 Downloads (Pure)

  • A Comparative Study on Machine Learning Algorithms for Predicting Construction Projects Delay

    Egwim, C. & Alaka, H., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Babalola, O., Olomolaiye, P., Lamond, J., Jaiyeoba, B., Akinade, O., Ijisakin, E. & Adisa, B. (eds.). Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 12-24 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    137 Downloads (Pure)

  • Air Pollution Prediction using Machine Learning: A Review

    Sulaimon, I., Alaka, H., Olu-Ajayi, R., Ahmad, M., Sunmola, F., Ajayi, S. & Hye, A., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 562-575 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    669 Downloads (Pure)

  • An Application Of Machine Learning With Boruta Feature Selection To Improve NO2 Pollution Prediction

    Balogun, H., Alaka, H., Egwim, C. & Ajayi, S., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 551-561 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    35 Downloads (Pure)

  • Art, Aesthetics and Innovations in The Built Environment: Beyond Theory into Practice

    Wusu, G. & Alaka, H., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 88-93 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    61 Downloads (Pure)

  • Barriers to Successful Adoption of Design for Manufacture and Assembly in Nigeria

    Wusu, G., Alaka, H., Ajayi, S., Oseghale, R. & Yusuf, W., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 42-53 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    85 Downloads (Pure)

  • Building energy consumption using deep learning

    Olu-Ajayi, R. & Alaka, H., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 525-235 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    414 Downloads (Pure)

  • Effects of Building Information Modeling on Construction Projects Delay: A Systematic Review

    Egwim, C., Alaka, H. & Balogun, H., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria, p. 25-41 18 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    78 Downloads (Pure)

  • Ensemble learning for energy performance prediction of residential buildings

    Olu-Ajayi, R., Alaka, H., Sulaimon, I., Grishikashvili, K., Sunmola, F., Oseghale, R. & Ajayi, S., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 536-550 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    178 Downloads (Pure)

  • Machine Learning Recognition Models in Construction: A Systematic Review

    Yusuf, W., Alaka, H., Ebenezer, W., Ajayi, S. & ToriolaCoker, L. O., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 486-497 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    69 Downloads (Pure)

  • Random Forest Feature Selection for Particulate Matter (PM10) Pollution Concentration

    Balogun, H., Alaka, H., Egwim, C. & Ajayi, S. O., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 576-587 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    53 Downloads (Pure)

  • Traffic-Related Air Pollutant (TRAP) Prediction using Big Data and Machine Learning

    Sulaimon, I. & Alaka, H., 8 Jul 2021, EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT INTERNATIONAL CONFERENCE: Confluence of Theory and Practice in the Built Environment: Beyond Theory into Practice. Ile-Ife, Nigeria: Obafemi Awolowo University, Ile-Ife, p. 498-509 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    45 Downloads (Pure)
  • 2015

    Bankruptcy prediction of construction businesses: Towards a big data analytics approach

    Alaka, H., Oyedele, L. O., Bilal, M., Akinade, O. O., Owolabi, H. A. & Ajayi, S. O., 13 Aug 2015, IEEE International Conference on Big Data Computing Service and Applications (BigDataService). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    27 Citations (Scopus)
  • 2014

    Expository study of building related health issues: need for safety measures

    Ajayi, S. O., Oyedele, L. O., Bilal, M., Akinade, O. O., Alaka, H. & Owolabi, H. A., 2014, Smart, sustainable and healthy city, Proceedings of the First International Conference of the CIB Middle East and North Africa Research Network (CIB-MENA 2014). p. 261-280

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution