Abhilash Singh

29 papers Journal 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Downscaling SMAP soil moisture using a hybrid machine-learning algorithm. Appl. Soft Comput. Abhilash Singh, Mood Niranjan Naik, Kumar Gaurav
2025	J	`jnl`	AutoML-Fire: Automated machine-learning approach to predict forest fires. Environ. Model. Softw. Saurabh Toraskar, Adil Khan, Mood Niranjan Naik, Abhilash Singh, Kumar Gaurav
2025	J	`jnl`	Overcoming data scarcity: A transfer learning framework with fine-tuned neural networks and multi-sensor satellite image fusion for soil moisture estimation. Eng. Appl. Artif. Intell. Abhilash Singh, Mood Niranjan Naik, Kumar Gaurav
2025	J	`jnl`	Recent advancements in soft ankle/knee exoskeletons technologies: systems, actuation and control. Robotics Auton. Syst. Harsh Harikrishnan Soni, Pranjal Sharma, Mervin Joe Thomas, C. M. C. Krishnan, Abhilash Singh
2024	J	`jnl`	Assessment of machine learning models to predict daily streamflow in a semiarid river catchment. Neural Comput. Appl. Amit Kumar, Kumar Gaurav, Abhilash Singh, Zaher Mundher Yaseen
2024	J	`jnl`	AutoML-GWL: Automated machine learning model for the prediction of groundwater level. Eng. Appl. Artif. Intell. Abhilash Singh, Sharad Patel, Vipul Bhadani, Vaibhav Kumar, Kumar Gaurav
2024	J	`jnl`	F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of k-barriers for intrusion detection. Appl. Soft Comput. Abhilash Singh, Seyed Muhammad Hossein Mousavi, Jaiprakash Nagar
2024	J	`jnl`	Nature-inspired optimal tuning of input membership functions of fuzzy inference system for groundwater level prediction. Environ. Model. Softw. Vipul Bhadani, Abhilash Singh, Vaibhav Kumar, Kumar Gaurav
2024	J	`jnl`	PIML-SM: Physics-Informed Machine Learning to Estimate Surface Soil Moisture From Multisensor Satellite Images by Leveraging Swarm Intelligence. IEEE Trans. Geosci. Remote. Sens. Abhilash Singh, Kumar Gaurav
2024	J	`jnl`	SHS: Scorpion Hunting Strategy Swarm Algorithm. CoRR Abhilash Singh, Seyed Muhammad Hossein Mousavi, Kumar Gaurav
2023	J	`jnl`	A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks. Expert Syst. Appl. Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma
2023	J	`jnl`	A machine learning approach to predict the k-coverage probability of wireless multihop networks considering boundary and shadowing effects. Expert Syst. Appl. Jaiprakash Nagar, Sanjay Kumar Chaturvedi, Sieteng Soh, Abhilash Singh
2023	J	`jnl`	Leveraging hybrid machine learning and data fusion for accurate mapping of malaria cases using meteorological variables in western India. Intell. Syst. Appl. Abhilash Singh, Manish Mehra, Amit Kumar, Mood Niranjan Naik, Dev Priya, Kumar Gaurav
2023	J	`jnl`	P2CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k-barriers for intrusion detection. Eng. Appl. Artif. Intell. Abhilash Singh, Jaiprakash Nagar, J. Amutha, Sandeep Sharma
2023	J	`jnl`	Strategies to Measure Soil Moisture Using Traditional Methods, Automated Sensors, Remote Sensing, and Machine Learning Techniques: Review, Bibliometric Analysis, Applications, Research Findings, and Future Directions. IEEE Access Abhilash Singh, Kumar Gaurav, Gaurav Kailash Sonkar, Cheng-Chi Lee
2022	J	`jnl`	A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks. CoRR Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma
2022	J	`jnl`	Drainage congestion due to road network on the Kosi alluvial Fan, Himalayan Foreland. Int. J. Appl. Earth Obs. Geoinformation Abhilash Singh, Mood Niranjan Naik, Kumar Gaurav
2022	J	`jnl`	Intrusion Detection System in Wireless Sensor Network Using Conditional Generative Adversarial Network. Wirel. Pers. Commun. Tanya Sood, Satyartha Prakash, Sandeep Sharma, Abhilash Singh, Hemant Choubey
2022	J	`jnl`	LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the k-Barriers for Intrusion Detection Using Wireless Sensor Network. Sensors Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma, Cheng-Chi Lee
2021	J	`jnl`	A Gaussian process regression approach to predict the Expert Syst. Appl. Abhilash Singh, Jaiprakash Nagar, Sandeep Sharma, Vaibhav Kotiyal
2021	J	`jnl`	A novel model to eliminate the doubly near-far problem in wireless powered communication network. IET Commun. Jitendra Singh, Akanksha Chaturvedi, Sandeep Sharma, Abhilash Singh
2021	J	`jnl`	ECS-NL: An Enhanced Cuckoo Search Algorithm for Node Localisation in Wireless Sensor Networks. Sensors Vaibhav Kotiyal, Abhilash Singh, Sandeep Sharma, Jaiprakash Nagar, Cheng-Chi Lee
2021	J	`jnl`	Machine Learning to Estimate Surface Roughness from Satellite Images. Remote. Sens. Abhilash Singh, Kumar Gaurav, Atul Kumar Rai, Zafar Beg
2021	J	`jnl`	Nature-Inspired Algorithms for Wireless Sensor Networks: A Comprehensive Survey. CoRR Abhilash Singh, Sandeep Sharma, Jitendra Singh
2021	J	`jnl`	Nature-inspired algorithms for Wireless Sensor Networks: A comprehensive survey. Comput. Sci. Rev. Abhilash Singh, Sandeep Sharma, Jitendra Singh
2020	J	`jnl`	A Machine Learning Approach to Predict the Average Localization Error With Applications to Wireless Sensor Networks. IEEE Access Abhilash Singh, Vaibhav Kotiyal, Sandeep Sharma, Jaiprakash Nagar, Cheng-Chi Lee
2020	J	`jnl`	Estimation of Soil Moisture Applying Modified Dubois Model to Sentinel-1; A Regional Study from Central India. Remote. Sens. Abhilash Singh, Kumar Gaurav, Ganesh Kumar Meena, Shashi Kumar
2020	J	`jnl`	Wireless information and power transfer using single and multiple path relays. Int. J. Commun. Syst. Sandeep Sharma, Rahul Kumar, Abhilash Singh, Jitendra Singh
2019	J	`jnl`	Mathematical modelling for reducing the sensing of redundant information in WSNs based on biologically inspired techniques. J. Intell. Fuzzy Syst. Abhilash Singh, Sandeep Sharma, Jitendra Singh, Rahul Kumar