| Tensor-based big data management scheme for dimensionality reduction problem in smart grid systems: SDN perspective D Kaur, GS Aujla, N Kumar, AY Zomaya, C Perera, R Ranjan IEEE Transactions on Knowledge and Data Engineering 30 (10), 1985-1998, 2018 | 101 | 2018 |
| Smart grid energy management using rnn-lstm: A deep learning-based approach D Kaur, R Kumar, N Kumar, M Guizani 2019 IEEE global communications conference (GLOBECOM), 1-6, 2019 | 28 | 2019 |
| Energy forecasting in smart grid systems: A review of the state-of-the-art techniques D Kaur, SN Islam, MA Mahmud, ME Haque, ZY Dong arXiv preprint arXiv:2011.12598, 2020 | 25 | 2020 |
| A variational autoencoder-based dimensionality reduction technique for generation forecasting in cyber-physical smart grids D Kaur, SN Islam, MA Mahmud 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 16 | 2021 |
| Energy forecasting in smart grid systems: recent advancements in probabilistic deep learning D Kaur, SN Islam, MA Mahmud, ME Haque, ZY Dong IET Generation, Transmission & Distribution 16 (22), 4461-4479, 2022 | 14 | 2022 |
| A vae-based bayesian bidirectional lstm for renewable energy forecasting D Kaur, SN Islam, MA Mahmud arXiv preprint arXiv:2103.12969, 2021 | 13 | 2021 |
| A Bayesian deep learning approach with convolutional feature engineering to discriminate cyber-physical intrusions in smart grid systems D Kaur, A Anwar, I Kamwa, S Islam, SM Muyeen, N Hosseinzadeh IEEE Access 11, 18910-18920, 2023 | 12 | 2023 |
| A bayesian deep learning technique for multi-step ahead solar generation forecasting D Kaur, SN Islam, MA Mahmud arXiv preprint arXiv:2203.11379, 2022 | 6 | 2022 |
| A review on abnormal activity detection methods A Ahir, PK Pateriya, D Kaur, MK Rai 2018 International Conference on Computational Techniques, Electronics and …, 2018 | 5 | 2018 |
| A VAE-Bayesian deep learning scheme for solar power generation forecasting based on dimensionality reduction D Kaur, SN Islam, MA Mahmud, ME Haque, A Anwar Energy and AI 14, 100279, 2023 | 4 | 2023 |
| Interval-based Probabilistic Load Forecasting for Individual Households: Clustering Approach D Kaur, SN Islam, MA Mahmud, ME Haque 2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference …, 2022 | 1 | 2022 |
| A bayesian probabilistic technique for multi-step ahead renewable generation forecasting D Kaur, SN Islam, MA Mahmud 2021 IEEE 2nd International Conference on Smart Technologies for Power …, 2021 | 1 | 2021 |
| Negative Price Forecasting in Australian Energy Markets using gradient-boosted Machines: Predictive and Probabilistic Analysis D Kaur, GS Aujla, MA Mahmud 2023 IEEE International Conference on Communications, Control, and Computing …, 2023 | | 2023 |
| A Transfer Learning-Based Approach for Equivalent Dynamic Model of a Large Power System Under Small Variations in the Operating Conditions L Aththanayake, D Kaur, SN Islam, A Gargoom, N Hosseinzadeh Available at SSRN 4659524, 0 | | |
Shama IslamSenior Lecturer, School of Engineering, Deakin UniversityVerified email at deakin.edu.au
