| Extremely fast decision tree C Manapragada, GI Webb, M Salehi Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 208 | 2018 |
| Fast memory efficient local outlier detection in data streams M Salehi, C Leckie, JC Bezdek, T Vaithianathan, X Zhang IEEE Transactions on Knowledge and Data Engineering 28 (12), 3246-3260, 2016 | 202 | 2016 |
| Deep learning for time series anomaly detection: A survey Z Zamanzadeh Darban, GI Webb, S Pan, C Aggarwal, M Salehi ACM Computing Surveys 57 (1), 1-42, 2024 | 123 | 2024 |
| A Survey on Anomaly detection in Evolving Data: [with Application to Forest Fire Risk Prediction] M Salehi, L Rashidi ACM SIGKDD Explorations Newsletter 20 (1), 13-23, 2018 | 122 | 2018 |
| Deep learning for time series classification and extrinsic regression: A current survey N Mohammadi Foumani, L Miller, CW Tan, GI Webb, G Forestier, M Salehi ACM Computing Surveys 56 (9), 1-45, 2024 | 94 | 2024 |
| Improving position encoding of transformers for multivariate time series classification NM Foumani, CW Tan, GI Webb, M Salehi Data Mining and Knowledge Discovery 38 (1), 22-48, 2024 | 65 | 2024 |
| Online clustering for evolving data streams with online anomaly detection M Chenaghlou, M Moshtaghi, C Leckie, M Salehi Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 44 | 2018 |
| A relevance weighted ensemble model for anomaly detection in switching data streams M Salehi, CA Leckie, M Moshtaghi, T Vaithianathan Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014 | 41 | 2014 |
| Dynamic and robust wildfire risk prediction system: an unsupervised approach M Salehi, LI Rusu, T Lynar, A Phan Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 37 | 2016 |
| High impact false data injection attack against real-time pricing in smart grids T Dayaratne, C Rudolph, A Liebman, M Salehi, S He 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 1-5, 2019 | 32 | 2019 |
| False data injection attack detection for secure distributed demand response in smart grids T Dayaratne, M Salehi, C Rudolph, A Liebman 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems …, 2022 | 31 | 2022 |
| Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment Q Wang, G Pang, M Salehi, W Buntine, C Leckie AAAI 37 (4), 4676-4684, 2022 | 29 | 2022 |
| A large-scale spatio-temporal data analytics system for wildfire risk management Z Wang, HT Vo, M Salehi, LI Rusu, C Reeves, A Phan Proceedings of the Fourth International ACM Workshop on Managing and Mining …, 2017 | 24 | 2017 |
| Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper M Salehi, C Leckie, JC Bezdek, T Vaithianathan 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor …, 2015 | 24 | 2015 |
| Profiling pedestrian distribution and anomaly detection in a dynamic environment MT Doan, S Rajasegarar, M Salehi, M Moshtaghi, C Leckie Proceedings of the 24th ACM International on Conference on Information and …, 2015 | 21 | 2015 |
| An efficient method for anomaly detection in non-stationary data streams M Chenaghlou, M Moshtaghi, C Leckie, M Salehi GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-6, 2017 | 16 | 2017 |
| Disjoint-cnn for multivariate time series classification SNM Foumani, CW Tan, M Salehi 2021 International Conference on Data Mining Workshops (ICDMW), 760-769, 2021 | 15 | 2021 |
| Detecting singleton spams in reviews via learning deep anomalous temporal aspect-sentiment patterns Y Shaalan, X Zhang, J Chan, M Salehi Data Mining and Knowledge Discovery 35 (2), 450-504, 2021 | 15 | 2021 |
| Smart sampling: A novel unsupervised boosting approach for outlier detection M Salehi, X Zhang, JC Bezdek, C Leckie AI 2016: Advances in Artificial Intelligence: 29th Australasian Joint …, 2016 | 15 | 2016 |
| CARLA: Self-supervised contrastive representation learning for time series anomaly detection ZZ Darban, GI Webb, S Pan, CC Aggarwal, M Salehi Pattern Recognition 157, 110874, 2025 | 13 | 2025 |
Geoff WebbProfessor, Department of Data Science and Artificial Intelligence, Monash UniversityDirección de correo verificada de monash.edu
