| DEVDAN: Deep evolving denoising autoencoder A Ashfahani, M Pratama, E Lughofer, YS Ong Neurocomputing 390, 297-314, 2020 | 136 | 2020 |
| Autonomous deep learning: Continual learning approach for dynamic environments A Ashfahani, M Pratama Proceedings of the 2019 SIAM international conference on data mining, 666-674, 2019 | 118 | 2019 |
| Automatic construction of multi-layer perceptron network from streaming examples M Pratama, C Za'in, A Ashfahani, YS Ong, W Ding Proceedings of the 28th ACM international conference on information and …, 2019 | 77 | 2019 |
| Unsupervised continual learning in streaming environments A Ashfahani, M Pratama IEEE transactions on neural networks and learning systems 34 (12), 9992-10003, 2022 | 38 | 2022 |
| Unsupervised continual learning via self-adaptive deep clustering approach M Pratama, A Ashfahani, E Lughofer International Workshop on Continual Semi-Supervised Learning, 48-61, 2021 | 30 | 2021 |
| Weakly supervised deep learning approach in streaming environments M Pratama, A Ashfahani, A Hady 2019 IEEE International Conference on Big Data (Big Data), 1195-1202, 2019 | 29 | 2019 |
| An Online RFID Localization in the Manufacturing Shopfloor A Ashfahani, M Pratama, E Lughofer, Q Cai, H Sheng Predictive Maintenance in Dynamic Systems: Advanced Methods, Decision …, 2019 | 29 | 2019 |
| The effects of energy storages on small signal stability of a power system D Lastomo, H Setiadi, M Faisal, A Ashfahani, G Bangga, G Hutomo, ... 2017 International Seminar on Intelligent Technology and Its Applications …, 2017 | 24 | 2017 |
| Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination AMS Aradhya, A Ashfahani, F Angelina, M Pratama, RF de Mello, ... Information Sciences 607, 638-653, 2022 | 20 | 2022 |
| FERNN: A fast and evolving recurrent neural network model for streaming data classification M Das, M Pratama, A Ashfahani, S Samanta 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 15 | 2019 |
| PLC-based PID-predictive controller design for 3-phase induction motor on centrifugal machine for sugar manufacturing process J Pramudijanto, A Ashfahani, A Fatoni, SA Nugroho 2015 International Conference on Advanced Mechatronics, Intelligent …, 2015 | 13 | 2015 |
| Autonomous cross domain adaptation under extreme label scarcity W Weng, M Pratama, C Za’in, M De Carvalho, R Appan, A Ashfahani, ... IEEE Transactions on Neural Networks and Learning Systems 34 (10), 6839-6850, 2022 | 11 | 2022 |
| Deep network optimization for rs-fMRI classification AMS Aradhya, A Ashfahani 2019 International Conference on Data Mining Workshops (ICDMW), 77-82, 2019 | 11 | 2019 |
| Designing neuro-fuzzy controller for electromagnetic anti-lock braking system (ABS) on electric vehicle J Pramudijanto, A Ashfahani, R Lukito Journal of Physics: Conference Series 974 (1), 012055, 2018 | 10 | 2018 |
| Three-dimensional flow in the vicinity of a circular cylinder mounted to a flat plate at high Reynolds number G Bangga, A Ashfahani, E Sugianto, D Sa’adiyah, T Putri, E Jost, T Lutz AIP Conference Proceedings 1788 (1), 030012, 2017 | 9 | 2017 |
| How to train your draGAN: A task oriented solution to imbalanced classification LO Guertler, A Ashfahani, AT Luu arXiv preprint arXiv:2211.10065, 2022 | 8 | 2022 |
| Autonomous deep quality monitoring in streaming environments A Ashfahani, M Pratama, E Lughofer, EYK Yee 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 8 | 2021 |
| Big data analytic based on scalable panfis for rfid localization C Za'In, M Pratama, A Ashfahani, E Pardede, H Sheng 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 7 | 2018 |
| Online semisupervised learning approach for quality monitoring of complex manufacturing process W Weiwei, M Pratama, A Ashfahani, E Yapp Kien Yee Complexity 2021 (1), 3005276, 2021 | 5 | 2021 |
| Autonomous deep learning: incremental learning of deep neural networks for evolving data streams A Ashfahani 2019 International Conference on Data Mining Workshops (ICDMW), 83-90, 2019 | 5 | 2019 |
Mahardhika PratamaAssociate Professor & Enterprise Fellow, School of Computer Science and IT, Adelaide UniversityVerified email at adelaide.edu.au
