| Research article |
Codes |
| [1] Singh, A., Patel, S., Bhadani, V., Kumar V., & Gaurav, K. (2024). AutoML-GWL: Automated machine learning model for the prediction of groundwater level. Engineering Applications of Artificial Intelligence, 107405. |
To be uploaded soon |
| [2] Singh, A., Nagar, J., Amutha, J., & Sharma, S. (2023). P2CA-GAM-ID: Coupling of Probabilistic Principal Components Analysis with Generalised Additive Model to predict the k-barriers for Intrusion Detection. Engineering Applications of Artificial Intelligence, 107137. |
Download (MATLAB code) |
| [3] Nagar, J., Chaturvedi, S. K., Soh, S., & Singh, A. (2023). A machine learning approach to predict the k-coverage probability of wireless multihop networks considering boundary and shadowing effects. Expert Systems with Applications, 226, 120160. |
Download (MATLAB code) |
| [4] Singh, A., Amutha, J., Nagar, J., & Sharma, S. (2023). A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks. Expert Systems with Applications, 118588. |
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| [5] Singh, A., Niranjannaik, M., Kumar, S., & Gaurav, K. (2022). Comparison of Different Dielectric Models to Estimate Penetration Depth of L-and S-Band SAR Signals into the Ground Surface. Geographies, 2(4), 734-742.
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Download (MATLAB code) |
| [6] Singh, A., Nagar, J., Sharma, S., & Kotiyal, V. (2021). A Gaussian process regression approach to predict the k-barrier coverage probability for intrusion detection in wireless sensor networks. Expert Systems with Applications, 172, 114603.
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Download (MATLAB code) |
| [7] Kotiyal, V., Singh, A., Sharma, S., Nagar, J., & Lee, C. C. (2021). ECS-NL: An enhanced cuckoo search algorithm for node localisation in wireless sensor networks. Sensors, 21(11), 3576.
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Download (Python code) |
| [8] Singh, A., Kotiyal, V., Sharma, S., Nagar, J., & Lee, C. C. (2020). A machine learning approach to predict the average localization error with applications to wireless sensor networks. IEEE Access, 8, 208253-208263.
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| [9] Singh, A., Sharma, M., Kumar, R., Singh, S. P., & Madhesiya, J. R. (2019). Modelling and analysis of polarization noise in vertical cavity surface emitting LASERs. Multiscale and Multidisciplinary Modeling, Experiments and Design, 2, 151-157.
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Download (MATLAB code) |
