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ArticlesPeer ReviewedFull Text
Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia
Author / Creator:Pradhan, Biswajeet
Publisher:Berlin/Heidelberg: Springer-Verlag
Journal title:Environmental earth sciences, 2011-05, Vol.63 (2), p.329-349
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ArticlesPeer ReviewedFull Text
Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)
Author / Creator:Abdollahi, Arnick ; Pradhan, Biswajeet
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2021-07, Vol.21 (14), p.4738
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ArticlesPeer ReviewedFull Text
Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review
Author / Creator:Abdollahi, Abolfazl ; Pradhan, Biswajeet ; Shukla, Nagesh ; Chakraborty, Subrata ; Alamri, Abdullah
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (9), p.1444
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ArticlesPeer ReviewedFull Text
Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
Author / Creator:Pradhan, Biswajeet ; Lee, Saro
Publisher:Berlin/Heidelberg: Springer-Verlag
Journal title:Environmental earth sciences, 2010-05, Vol.60 (5), p.1037-1054
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ArticlesPeer ReviewedFull Text
Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review
Author / Creator:Joshi, Abhasha ; Pradhan, Biswajeet ; Gite, Shilpa ; Chakraborty, Subrata
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (8), p.2014
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ArticlesPeer ReviewedFull Text
Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran
Author / Creator:Pourghasemi, Hamid Reza ; Pradhan, Biswajeet ; Gokceoglu, Candan
Publisher:Dordrecht: Springer Netherlands
Journal title:Natural hazards (Dordrecht), 2012-09, Vol.63 (2), p.965-996
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ArticlesPeer ReviewedFull Text
Optimizing an Adaptive Neuro-Fuzzy Inference System for Spatial Prediction of Landslide Susceptibility Using Four State-of-the-art Metaheuristic Techniques
Author / Creator:Mehrabi, Mohammad ; Pradhan, Biswajeet ; Moayedi, Hossein ; Alamri, Abdullah
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2020-03, Vol.20 (6), p.1723
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ArticlesPeer ReviewedFull Text
Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method
Author / Creator:Tehrany, Mahyat Shafapour ; Pradhan, Biswajeet ; Jebur, Mustafa Neamah
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Stochastic environmental research and risk assessment, 2015-05, Vol.29 (4), p.1149-1165
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Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model...
Author / Creator:Tien Bui, Dieu ; Tuan, Tran Anh ; Klempe, Harald ; Pradhan, Biswajeet ; Revhaug, Inge
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Landslides, 2016-04, Vol.13 (2), p.361-378
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ArticlesPeer ReviewedFull Text
Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques
Author / Creator:Pradhan, Biswajeet
Publisher:Warsaw: Versita
Journal title:Open Geosciences, 2009-03, Vol.1 (1), p.120-129
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ArticlesPeer ReviewedFull Text
Assessing Spatial Flood Vulnerability at Kalapara Upazila in Bangladesh Using an Analytic Hierarchy Process
Author / Creator:Hoque, Muhammad Al-Amin ; Tasfia, Saima ; Ahmed, Naser ; Pradhan, Biswajeet
Publisher:Switzerland: MDPI
Journal title:Sensors (Basel, Switzerland), 2019-03, Vol.19 (6), p.1302
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ArticlesPeer ReviewedFull Text
Editorial for the Special Issue "Machine Learning in Computer Vision and Image Sensing: Theory and Applications"
Author / Creator:Chakraborty, Subrata ; Pradhan, Biswajeet
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2024-05, Vol.24 (9), p.2874
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ArticlesPeer ReviewedFull Text
Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)
Author / Creator:Matin, Sahar S. ; Pradhan, Biswajeet
Publisher:MDPI
Journal title:Sensors (Basel, Switzerland), 2021-06, Vol.21 (13), p.4489
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ArticlesPeer ReviewedFull Text
Explainable AI in Scene Understanding for Autonomous Vehicles in Unstructured Traffic Environments on Indian Roads Using the Inception U-Net Model with Grad-CAM Visualization
Author / Creator:Kolekar, Suresh ; Gite, Shilpa ; Pradhan, Biswajeet ; Alamri, Abdullah
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2022-12, Vol.22 (24), p.9677
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ArticlesPeer ReviewedFull Text
Assessing Soil Erosion Hazards Using Land-Use Change and Landslide Frequency Ratio Method: A Case Study of Sabaragamuwa Province, Sri Lanka
Author / Creator:Senanayake, Sumudu ; Pradhan, Biswajeet ; Huete, Alfredo ; Brennan, Jane
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (9), p.1483
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ArticlesPeer ReviewedFull Text
Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks...
Author / Creator:Kalantar, Bahareh ; Pradhan, Biswajeet ; Naghibi, Seyed Amir ; Motevalli, Alireza ; Mansor, Shattri
Publisher:Abingdon: Taylor & Francis
Journal title:Geomatics, natural hazards and risk, 2018-01, Vol.9 (1), p.49-69
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ArticlesPeer ReviewedFull Text
Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models
Author / Creator:Lee, Saro ; Pradhan, Biswajeet
Publisher:Dordrecht: Springer Nature B.V
Journal title:Landslides, 2007-03, Vol.4 (1), p.33-41
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ArticlesPeer ReviewedFull Text
Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review
Author / Creator:Arshad, Bilal ; Ogie, Robert ; Barthelemy, Johan ; Pradhan, Biswajeet ; Verstaevel, Nicolas ; Perez, Pascal
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2019-11, Vol.19 (22), p.5012
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ArticlesPeer ReviewedFull Text
Rainfall Induced Landslide Studies in Indian Himalayan Region: A Critical Review
Author / Creator:Dikshit, Abhirup ; Sarkar, Raju ; Pradhan, Biswajeet ; Segoni, Samuele ; Alamri, Abdullah M.
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2020-04, Vol.10 (7), p.2466
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ArticlesFull Text
Flood susceptibility assessment using extreme gradient boosting (EGB), Iran
Author / Creator:Mirzaei, Sajjad ; Vafakhah, Mehdi ; Pradhan, Biswajeet ; Alavi, Seyed Jalil
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Earth science informatics, 2021-03, Vol.14 (1), p.51-67
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Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia

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Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)

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Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review

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Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

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Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review

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Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

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Optimizing an Adaptive Neuro-Fuzzy Inference System for Spatial Prediction of Landslide Susceptibility Using Four State-of-the-art Metaheuristic Techniques

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Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

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Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model...

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Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques

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Assessing Spatial Flood Vulnerability at Kalapara Upazila in Bangladesh Using an Analytic Hierarchy Process

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Editorial for the Special Issue "Machine Learning in Computer Vision and Image Sensing: Theory and Applications"

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Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)

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Explainable AI in Scene Understanding for Autonomous Vehicles in Unstructured Traffic Environments on Indian Roads Using the Inception U-Net Model with Grad-CAM Visualization

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Assessing Soil Erosion Hazards Using Land-Use Change and Landslide Frequency Ratio Method: A Case Study of Sabaragamuwa Province, Sri Lanka

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Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks...

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Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models

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Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review

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Rainfall Induced Landslide Studies in Indian Himalayan Region: A Critical Review

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Flood susceptibility assessment using extreme gradient boosting (EGB), Iran

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