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    Chapter

    Landslide Hazard Assessment Using Machine Learning and GIS

    India’s National Disaster Management Authority (NDMA) has highlighted landslides as a complex geological natural hazard. As a result, identifying hazardous zones under varied geometrical and geotechnical condi...

    Amit Jaiswal, A. K. Verma, T. N. Singh in Landslides: Detection, Prediction and Moni… (2023)

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    Chapter

    A Meta-heuristic Based Approach for Slope Stability Analysis to Design an Optimal Soil Slope

    Slope stability analysis is routinely performed due to geological instability found in earth slopes. It has been an important role in geotechnical engineering for all the times. Although the efficiency of mode...

    Jayraj Singh, Haider Banka in Machine Learning Algorithms for Industrial Applications (2021)

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    Chapter

    Application of Flower Pollination Algorithm to Locate Critical Failure Surface for Slope Stability Analysis

    Analysis and design of the earth slopes has been an essential preface in the area of geotechnical science and engineering for all the times. In a certain moment of time, the geo-hazards or any geological pheno...

    Jayraj Singh, Ravishankar Kumar in Machine Learning Algorithms for Industrial… (2021)

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    Article

    A BBO-based algorithm for slope stability analysis by locating critical failure surface

    Determination of the critical failure surface is performed in stability evaluation process for road cut slope, embankments, dam, excavations, retaining walls and many more. Finding the critical failure surface...

    Jayraj Singh, Haider Banka, Amit Kumar Verma in Neural Computing and Applications (2019)

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    Article

    Locating critical failure surface using meta-heuristic approaches: a comparative assessment

    Slope stability analysis is performed to access the slope failures and to design safe and optimal slopes with regard to safety and reliability and for saving economic loss. The prime objective of this study is...

    Jayraj Singh, Haider Banka, A. K. Verma in Arabian Journal of Geosciences (2019)

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    Article

    A study of soft computing models for prediction of longitudinal wave velocity

    Genetic algorithm (GA) and support vector machine (SVM) optimization techniques are applied widely in the area of geophysics, civil, biology, mining, and geo-mechanics. Due to its versatility, it is being appl...

    Jayraj Singh, A. K. Verma, Haider Banka, T. N Singh in Arabian Journal of Geosciences (2016)