A New Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for System Identification and Time Series Forecasting S Samanta, S Suresh, J Senthilnath, N Sundararajan Applied Soft Computing Journal, 2019 | 23 | 2019 |
A novel spatio-temporal fuzzy inference system (spatfis) and its stability analysis S Samanta, M Pratama, S Sundaram Information Sciences 505, 84-99, 2019 | 17 | 2019 |
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 | 13 | 2019 |
Learning elastic memory online for fast time series forecasting S Samanta, M Pratama, S Sundaram, N Srikanth Neurocomputing 390, 315-326, 2020 | 8 | 2020 |
Bayesian neuro-fuzzy inference system (BaNFIS) for temporal dependency estimation S Subhrajit, P Mahardhika, S Sundaram IEEE Trans. Fuzzy Syst 99 (1), 2020 | 7 | 2020 |
A meta-cognitive recurrent fuzzy inference system with memory neurons (mcrfis-mn) and its fast learning algorithm for time series forecasting S Samanta, S Ghosh, S Sundaram 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2231-2237, 2018 | 7 | 2018 |
A dual network solution (DNS) for lag-free time series forecasting S Samanta, M Pratama, S Sundaram, N Srikanth 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 6 | 2020 |
MLTF: Model less time-series forecasting S Samanta, PKS Prakash, S Chilukuri Information Sciences 593, 364-384, 2022 | 3 | 2022 |
Rit2fis: A recurrent interval type 2 fuzzy inference system and its rule base estimation S Samanta, A Hartanto, M Pratama, S Sundaram, N Srikanth 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 1 | 2019 |
Development of finite memory neural fuzzy networks for lag-free improved time series forecasting S Samanta Nanyang Technological University, 2021 | | 2021 |
Bayesian Neuro-Fuzzy Inference System for Temporal Dependence Estimation S Samanta, M Pratama, S Sundaram IEEE Transactions on Fuzzy Systems 29 (9), 2479-2490, 2020 | | 2020 |
PRISIM: Privacy Preserving Synthetic Data Simulator S Samanta, S Chandra, PKS Prakash, SS Alva, S Chilukuri NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 0 | | |