| Human-AI collaborative Bayesian optimisation AK AV, S Rana, A Shilton, S Venkatesh Advances in Neural Information Processing Systems 35, 16233-16245, 2022 | 15 | 2022 |
| Framework for provisioning network services in cloud computing environment SM Nadaf, HK Rath, AK AV, S Shailendra, A Simha US Patent 10,367,701, 2019 | 12 | 2019 |
| Machine learning for predicting the outcome of terminal ballistics events S Ryan, NM Sushma, AK AV, J Berk, T Hashem, S Rana, S Venkatesh Defence Technology 31, 14-26, 2024 | 7 | 2024 |
| Ai-assisted security controls mapping for clouds built for regulated workloads V Agarwal, R Bar-Haim, L Eden, N Gupta, Y Kantor, A Kumar 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 136-146, 2021 | 7 | 2021 |
| The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft S Ryan, NM Sushma, H Le, AVA Kumar, J Berk, TM Nguyen, S Rana, ... International Journal of Impact Engineering 181, 104727, 2023 | 6 | 2023 |
| BO-Muse: A human expert and AI teaming framework for accelerated experimental design S Gupta, A Shilton, AK AV, S Ryan, M Abdolshah, H Le, S Rana, J Berk, ... arXiv preprint arXiv:2303.01684, 2023 | 5 | 2023 |
| Kernel functional optimisation AK Anjanapura Venkatesh, A Shilton, S Rana, S Gupta, S Venkatesh Advances in Neural Information Processing Systems 34, 4725-4737, 2021 | 5 | 2021 |
| Self-learning based crawling and rule-based data mining for automatic information extraction AK AV, HK Rath, SM Nadaf, A Simha US Patent 10,762,437, 2020 | 4 | 2020 |
| Bayesian optimisation for objective functions with varying smoothness AV Arun Kumar, S Rana, C Li, S Gupta, A Shilton, S Venkatesh AI 2019: Advances in Artificial Intelligence: 32nd Australasian Joint …, 2019 | 4 | 2019 |
| An open source based network as a service (NaaS) platform for cloud provisioning SM Nadaf, HK Rath, AK AV, S Shailendra, A Simha 2015 IEEE International Conference on Advanced Networks and …, 2015 | 4 | 2015 |
| System and method for enabling intelligent network services by cognitive sense-analyze-decide-respond framework HK Rath, SM Nadaf, B Panigrahi, J Karjee, S Shailendra, A Bhattacharyya, ... US Patent 11,146,640, 2021 | 3 | 2021 |
| Novel self-learning based crawling and data mining for automatic information extraction AK AV, HK Rath, SM Nadaf, A Simha 2015 International Conference on Advances in Computing, Communications and …, 2015 | 2 | 2015 |
| Enhanced bayesian optimization via preferential modeling of abstract properties AK AV, A Shilton, S Gupta, S Rana, S Greenhill, S Venkatesh arXiv preprint arXiv:2402.17343, 2024 | 1 | 2024 |
| OpenDaylight controller—Enhancements for a smoother software defined network SM Nadaf, AVA Kumar, HK Rath, A Simha 2017 IEEE International Conference on Advanced Networks and …, 2017 | 1 | 2017 |
| Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties AV Arun Kumar, A Shilton, S Gupta, S Rana, S Greenhill, S Venkatesh Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | | 2024 |
| High-Voltage, High Capacity Aluminum-Rich Lithium Cathode Materials: A Bayesian Optimization and First-Principles Study SA Tawfik, AK AV, M Rashid, S Venkatesh, S Gupta ACS Applied Energy Materials 7 (17), 7232-7239, 2024 | | 2024 |
| Accelerating Bayesian Optimisation with Advanced Kernel Learning Methods A Venkatesh, A Kumar Deakin University, 2022 | | 2022 |
| TRF: Learning Kernels with Tuned Random Features S Alistair, G Sunil, R Santu, AV ArunKumar, V Svetha Proceedings of the AAAI Conference on Artificial Intelligence 36, 2022 | | 2022 |
| TNaaS – TCS Network as a Service N Shameemraj, R HemantKumar, AV ArunKumar, S Samar, S Anantha IEEE International Conference on Communication Systems & Networks - Demo, 2016 | | 2016 |
| Accelerated Experimental Design Using a Human-Ai Teaming Framework AK Anjanapura Venkatesh, A Shilton, S Gupta, S Ryan, M Abdolshah, ... Available at SSRN 4867995, 0 | | |
Santu RanaAssociate Professor of Computer Science, Deakin University在 deakin.edu.au 的电子邮件经过验证
