| Practical approach to asynchronous multivariate time series anomaly detection and localization A Abdulaal, Z Liu, T Lancewicki Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 123 | 2021 |
| Solving the multivariant EV routing problem incorporating V2G and G2V options A Abdulaal, MH Cintuglu, S Asfour, OA Mohammed IEEE Transactions on Transportation Electrification 3 (1), 238-248, 2016 | 104 | 2016 |
| Two-stage discrete-continuous multi-objective load optimization: An industrial consumer utility approach to demand response A Abdulaal, R Moghaddass, S Asfour Applied energy 206, 206-221, 2017 | 36 | 2017 |
| A linear optimization based controller method for real-time load shifting in industrial and commercial buildings A Abdulaal, S Asfour Energy and Buildings 110, 269-283, 2016 | 32 | 2016 |
| Electric load pattern classification using parameter estimation, clustering and artificial neural networks J Buitrago, A Abdulaal, S Asfour International Journal of Power and Energy Systems, 167-174, 2015 | 15 | 2015 |
| Anomaly detection by correlated metrics MH Poole, ARMS Abdulaal, AN Malalikar US Patent App. 16/745,822, 2021 | 9 | 2021 |
| Real-time synchronization in neural networks for multivariate time series anomaly detection A Abdulaal, T Lancewicki ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Machine learning-based infrastructure anomaly and incident detection using multi-dimensional machine metrics ARMS Abdulaal US Patent 11,455,570, 2022 | 6 | 2022 |
| Electric load pattern classification for demand-side management planning: A hybrid approach A Abdulaal, J Buitrago, S Asfour Software Engineering and Applications: Advances in Power and Energy Systems …, 2015 | 5 | 2015 |
| Machine learning-based interactive visual monitoring tool for high dimensional data sets across multiple KPIs ARMS Abdulaal, B Chorng US Patent 11,385,782, 2022 | 4 | 2022 |
| Visualization of high-dimensional data MH Poole, ARMS Abdulaal, AN Malalikar, J Ng, H Nalluri, CH Fender US Patent 11,593,682, 2023 | 3 | 2023 |
| Visualization of high-dimensional data MH Poole, ARMS Abdulaal, AN Malalikar, J Ng, H Nalluri, CH Fender US Patent 11,036,607, 2021 | 3 | 2021 |
| A Fuzzy Genetic Algorithm classifier: The impact of time-series load data temporal dimension on classification performance A Abdulaal, S Asfour 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016 | 2 | 2016 |
| Machine Learning-Based Interactive Visual Monitoring Tool for High Dimensional Data Sets Across Multiple KPIs ARMS ABDULAAL, B Chorng US Patent App. 18/385,146, 2024 | | 2024 |
| Machine learning-based interactive visual monitoring tool for high dimensional data sets across multiple KPIs ARMS Abdulaal, B Chorng US Patent 11,836,334, 2023 | | 2023 |
| Machine Learning-Based Infrastructure Anomaly And Incident Detection Using Multi-Dimensional Machine Metrics ARMS Abdulaal US Patent App. 17/893,407, 2022 | | 2022 |
| Optimizing Industrial Consumer Demand Response Through DIsaggregation, Hour-Ahead Pricing, and Momentary Autonomous Control A Abdulaal University of Miami, 2017 | | 2017 |
Mehmet CintugluSenior Scientist, Hitachi ABB Power GridsVerified email at hitachi-powergrids.com
