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Author

Amit Kumar

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Open access Aug 2026

A Multi-Dataset Comparative Analysis of Brain-Computer Interface Classification Techniques Using Public Neural Data

Brain-Computer Interface (BCI) systems allow direct communication between the human brain and external devices through the analysis of electroencephalography (EEG) signals; however, the performance and generalization capability of EEG classification models are highly dependent on characteristics of the dataset, subject...

Akash Rajak, Sunil Kumar, SiddheshwariDutt Mishra et al. · 0 citations
Open access 2026

An IoT-Enabled Digital Hydrology Framework for River Water Quality Index Prediction Using Hybrid Deep Learning

— The paper proposes a digital hydrology model driven by deep learning capabilities, incorporating IoT-based water quality monitoring with advanced artificial neural networks to estimate the water quality index. For analysis, the model focuses on high-resolution time series data containing approximately 46500 samples f...

Akash Rajak, Sunil Kumar, SiddheshwariDutt Mishra et al. · 0 citations

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