6 citations · 21 across the 14 of their papers we have counts for
4 papers · 1 filter
A Real-time Anomaly Detection Using Convolutional Autoencoder with Dynamic Threshold
Sarit Maitra, Sukanya Kundu, Aishwarya Shankar
The majority of modern consumer-level energy is generated by real-time smart metering systems. These frequently contain anomalies, which prevent reliable estimates of the series' e…
Backorder Prediction in Inventory Management: Classification Techniques and Cost Considerations
Sarit Maitra, Sukanya Kundu
This article introduces an advanced analytical approach for predicting backorders in inventory management. Backorder refers to an order that cannot be immediately fulfilled due to…
Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence
Sarit Maitra, Vivek Mishra, Pratima Verma +2
Explainable Artificial Intelligence (XAI) models have recently attracted a great deal of interest from a variety of application sectors. Despite significant developments in this ar…
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data
Sarit Maitra, Vivek Mishra, Srashti Dwivedi +2
This study introduces a novel forecasting strategy that leverages the power of fractional differencing (FD) to capture both short- and long-term dependencies in time series data. U…