Madhurima Panja

15 papers Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EnTransformer: A Deep Generative Transformer for Multivariate Probabilistic Forecasting. CoRR Rajdeep Pathak, Rahul Goswami, Madhurima Panja, Palash Ghosh, Tanujit Chakraborty
2026	J	`jnl`	Turning Time Series into Algebraic Equations: Symbolic Machine Learning for Interpretable Modeling of Chaotic Time Series. CoRR Madhurima Panja, Grace Younes, Tanujit Chakraborty
2025	J	`jnl`	Epidemic-guided deep learning for spatiotemporal forecasting of Tuberculosis outbreak. CoRR Madhab Barman, Madhurima Panja, Nachiketa Mishra, Tanujit Chakraborty
2025	J	`jnl`	Epidemic-guided deep learning for spatiotemporal forecasting of tuberculosis outbreak. Mach. Learn. Madhab Barman, Madhurima Panja, Nachiketa Mishra, Tanujit Chakraborty
2025	J	`jnl`	Forecasting precipitation in the Arctic using probabilistic machine learning informed by causal climate drivers. CoRR Madhurima Panja, Dhiman Das, Tanujit Chakraborty, Arnob Ray, R. Athulya, Chittaranjan Hens, Syamal K. Dana, Nuncio Murukesh, Dibakar Ghosh
2025	J	`jnl`	Neural ARFIMA model for forecasting BRIC exchange rates with long memory under oil shocks and policy uncertainties. CoRR Tanujit Chakraborty, Donia Besher, Madhurima Panja, Shovon Sengupta
2025	J	`jnl`	Skew-probabilistic neural networks for learning from imbalanced data. Pattern Recognit. Shraddha M. Naik, Tanujit Chakraborty, Madhurima Panja, Abdenour Hadid, Bibhas Chakraborty
2024	J	`jnl`	Spatiotemporal Forecasting of Traffic Flow Using Wavelet-Based Temporal Attention. IEEE Access Yash Jakhmola, Madhurima Panja, Nitish Kumar Mishra, Kripabandhu Ghosh, Uttam Kumar, Tanujit Chakraborty
2024	J	`jnl`	Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art. Mach. Learn. Sci. Technol. Tanujit Chakraborty, Ujjwal Reddy K. S, Shraddha M. Naik, Madhurima Panja, Bayapureddy Manvitha
2023	J	`jnl`	Epicasting: An Ensemble Wavelet Neural Network for forecasting epidemics. Neural Networks Madhurima Panja, Tanujit Chakraborty, Uttam Kumar, Nan Liu
2023	—	`conf`	Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting. ICONIP (13) Madhurima Panja, Tanujit Chakraborty, Uttam Kumar, Abdenour Hadid
2023	J	`jnl`	Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art. CoRR Tanujit Chakraborty, Ujjwal Reddy K. S, Shraddha M. Naik, Madhurima Panja, Bayapureddy Manvitha
2022	J	`jnl`	An Interpretable Probabilistic Autoregressive Neural Network Model for Time Series Forecasting. CoRR Madhurima Panja, Uttam Kumar, Tanujit Chakraborty
2022	J	`jnl`	An ensemble neural network approach to forecast Dengue outbreak based on climatic condition. CoRR Madhurima Panja, Tanujit Chakraborty, Sk. Shahid Nadim, Indrajit Ghosh, Uttam Kumar, Nan Liu
2022	J	`jnl`	Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting Epidemics. CoRR Madhurima Panja, Tanujit Chakraborty, Uttam Kumar, Nan Liu