Ministry of Education
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Dr Abhilash Singh

vidwan id: 207603
Male

,

Orchid Icon 0000-0001-6270-9355 Google Scholar Icon 57209749425 Researcher Icon T-8854-2019 Google Scholar Icon iyToRX8AAAAJ

Expertise

  • Remote Sensing

Publications

Total Articles 36
Books 0
Proceedings 0

Publications

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Scopus

Citations 773
h-index 14

CrossRef

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Citations 496
h-index 10
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Professional Recognition

2019

Travel Grant (Fully funded)

DAAD
2021

Travel Grant (Fully funded)

American Geophysical Union (AGU)
2021

AGU Ecohydrology Early Career Tiny Grant

American Geophysical Union (AGU)
2022

Student Travel Grant 2022

6th soil moisture validation and application workshop
2022

AGU Ecohydrology Early Career Tiny Grant

American Geophysical Union (AGU)
2023

EGU Early Career Scientist’s Travel Support Grant

European Geosciences Union
2024

EGU Early Career Scientist’s Travel Support Grant

European Geosciences Union
2023

Lloyd V. Berkner Fellowship

American Geophysical Union (AGU)
2023

CSIR Foreign Travel Grant

CSIR
2023

SERB-ITS Travel Grant

SERB-DST

Community & Membership

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American Geophysical Union

2021
Member

European Geosciences Union

2020
Member

IEEE

2019
Member

Indian Radio Science Society

2019
Member

ISPRS

2014
Individual Membership

Bio

Microwave Remote Sensing, Machine Learning, Wireless Sensor Networks

Personal Details

  • Male
  • Department of Earth and Environmental Sciences, Indian Institute of Science Education and Research, Bhopal
Ph.D
Other Institute 2024
Integrated M.Tech.
Other Institute 2017
Senior Research Fellow Aug 2018 – Nov -0001
Indian Institute of Science Education and Research(IISER), Bhopal | Department of Earth and Environmental Sciences

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Co-Authors (6)

Amit

Dr Amit Kumar

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Hemant

Dr Hemant Choubey

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Dr Sandeep Sharma

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Dr Somil Swarnkar

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Scholarly Work

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Scholarly Publications

A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks

Open Access
Article
Expert Systems with Applications. Year: 2023. Volume: 211 .
Authors: Singh A.;Amutha J.;Nagar J.;Sharma S.
DOI 10.1016/j.eswa.2022.118588
26 28

Deep learning and data fusion to estimate surface soil moisture from multi-sensor satellite images

Open Access
Article
Scientific Reports. Year: 2023. Volume: 13 , Issue: 1 .
Authors: Abhilash Singh ., Kumar Gaurav .,
DOI 10.1038/s41598-023-28939-9
20

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

Open Access
Article
IEEE Access. Year: 2023. Volume: 11 , Pages: 13605-13635 .
Authors: Abhilash Singh ., Kumar Gaurav ., Gaurav Kailash Sonkar ., Cheng-Chi Lee .,
DOI 10.1109/ACCESS.2023.3243635
16

Machine learning for coverage optimization in wireless sensor networks: a comprehensive review

Open Access
Article
Annals of Operations Research. Year: 2023.
Authors: Ojonukpe S. Egwuche ., Abhilash Singh ., Absalom E. Ezugwu ., Japie Greeff ., Micheal O. Olusanya ., Laith Abualigah .,
DOI 10.1007/s10479-023-05657-z
3

A machine learning approach to predict the k-coverage probability of wireless multihop networks considering boundary and shadowing effects

Open Access
Article
Expert Systems with Applications. Year: 2023. Volume: 226 .
Authors: Nagar J.;Chaturvedi S.K.;Soh S.;Singh A.
DOI 10.1016/j.eswa.2023.120160
14

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

Open Access
Article
Year: 2022. Volume: 22 , Issue: 3 .
Authors: Singh A.;Amutha J.;Nagar J.;Sharma S.;Lee C.C.
DOI 10.3390/s22031070
28 40

Intrusion Detection System in Wireless Sensor Network Using Conditional Generative Adversarial Network

Open Access
Article
Wireless Personal Communications. Year: 2022.
Authors: Sood T.;Prakash S.;Sharma S.;Singh A.;Choubey H.
DOI 10.1007/s11277-022-09776-x
27 34

AutoML-ID: automated machine learning model for intrusion detection using wireless sensor network

Open Access
Article
Scientific Reports. Year: 2022. Volume: 12 , Issue: 1 .
Authors: Singh A.;Amutha J.;Nagar J.;Sharma S.;Lee C.C.
DOI 10.1038/s41598-022-13061-z
35 52