| A clustering approach for structural health monitoring on bridges A Diez, NLD Khoa, MM Alamdari, Y Wang, F Chen, P Runcie Journal of Civil Structural Health Monitoring 6 (3), 429–445, 2016 | 165 | 2016 |
| A spectral-based clustering for structural health monitoring of the Sydney Harbour Bridge MM Alamdari, T Rakotoarivelo, NLD Khoa Mechanical Systems and Signal Processing 87, 384-400, 2017 | 123 | 2017 |
| Stock price forecasting using back propagation neural networks with time and profit based adjusted weight factors NLD Khoa, K Sakakibara, I Nishikawa 2006 SICE-ICASE International Joint Conference, 5484-5488, 2006 | 82 | 2006 |
| Robust Dimensionality Reduction and Damage Detection Approaches in Structural Health Monitoring NLD Khoa, B Zhang, Y Wang, F Chen, S Mustapha International Journal of Structural Health Monitoring, 2014 | 75 | 2014 |
| A multi-way data analysis approach for structural health monitoring of a cable-stayed bridge M Makki Alamdari, NLD Khoa, Y Wang, B Samali, X Zhu Structural Health Monitoring, 1475921718790727, 2018 | 56* | 2018 |
| Robust outlier detection using commute time and eigenspace embedding NLD Khoa, S Chawla Advances in Knowledge Discovery and Data Mining, 422-434, 2010 | 47 | 2010 |
| A tensor-based structural damage identification and severity assessment A Anaissi, M Makki Alamdari, T Rakotoarivelo, NLD Khoa Sensors 18 (1), 111, 2018 | 41 | 2018 |
| Smart pothole detection system using vehicle-mounted sensors and machine learning A Anaissi, NLD Khoa, T Rakotoarivelo, MM Alamdari, Y Wang Journal of Civil Structural Health Monitoring 9, 91-102, 2019 | 37 | 2019 |
| Adaptive one-class support vector machine for damage detection in structural health monitoring A Anaissi, NLD Khoa, S Mustapha, MM Alamdari, A Braytee, Y Wang, ... Pacific-Asia Conference on Knowledge Discovery and Data Mining, 42-57, 2017 | 37 | 2017 |
| Comparing multi-step ahead building cooling load prediction using shallow machine learning and deep learning models R Chalapathy, NLD Khoa, S Sethuvenkatraman Sustainable Energy, Grids and Networks 28, 100543, 2021 | 35 | 2021 |
| Kernel-based support vector machines for automated health status assessment in monitoring sensor data A Diez-Olivan, JA Pagan, NLD Khoa, R Sanz, B Sierra The International Journal of Advanced Manufacturing Technology 95, 327-340, 2018 | 33 | 2018 |
| Frequency domain decomposition‐based multisensor data fusion for assessment of progressive damage in structures M Makki Alamdari, A Anaissi, NLD Khoa, S Mustapha Structural Control and Health Monitoring 26 (2), e2299, 2019 | 28 | 2019 |
| Large Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers NLD Khoa, S Chawla Discovery Science, 7-21, 2012 | 28 | 2012 |
| Smart Infrastructure Maintenance Using Incremental Tensor Analysis NLD Khoa, A Anaissi, Y Wang The 2017 ACM on Conference on Information and Knowledge Management, 959-967, 2017 | 27 | 2017 |
| Adaptive online one-class support vector machines with applications in structural health monitoring A Anaissi, NLD Khoa, T Rakotoarivelo, MM Alamdari, Y Wang ACM Transactions on Intelligent Systems and Technology (TIST) 9 (6), 1-20, 2018 | 22 | 2018 |
| Structural health monitoring using machine learning techniques and domain knowledge based features NLD Khoa, M Makki Alamdari, T Rakotoarivelo, A Anaissi, Y Wang Human and Machine Learning: Visible, Explainable, Trustworthy and …, 2018 | 22 | 2018 |
| Pattern Recognition Based on Time Series Analysis Using Vibration Data for Structural Health Monitoring in Civil Structures S Mustapha, Y Hu, NLD Khoa, M Makki Alamdari, P Runcie, ... Electronic Journal Of Structural Engineering 14 (1), 106-115, 2015 | 22 | 2015 |
| Robust deep learning methods for anomaly detection R Chalapathy, NLD Khoa, S Chawla Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 21 | 2020 |
| On damage identification in civil structures using tensor analysis NLD Khoa, B Zhang, Y Wang, W Liu, F Chen, S Mustapha, P Runcie Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 21* | 2015 |
| Automated parameter tuning in one-class support vector machine: an application for damage detection A Anaissi, NLD Khoa, Y Wang International Journal of Data Science and Analytics 6 (4), 311-325, 2018 | 19 | 2018 |
Mehri Makki AlamdariSenior Lecturer, University of New South Wales (UNSW)在 unsw.edu.au 的电子邮件经过验证
