Search Results - "Karimi, Firoozeh"
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Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area
Published in Ecological indicators (01-10-2021)“…•Five new ensemble models were developed for forest fire susceptibility modeling.•10 conditioning factors were considered in this study.•RF-FR ensemble model…”
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Machine learning algorithm-based risk assessment of riparian wetlands in Padma River Basin of Northwest Bangladesh
Published in Environmental science and pollution research international (01-07-2021)“…Wetland risk assessment is a global concern especially in developing countries like Bangladesh. The present study explored the spatiotemporal dynamics of…”
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Urban expansion modeling using an enhanced decision tree algorithm
Published in GeoInformatica (01-10-2021)“…Decision tree (DT) algorithms have been applied for classification and change detection in various geospatial studies and more recently, for urban expansion…”
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Correction to: Machine learning algorithm-based risk assessment of riparian wetlands in Padma River basin of Northwest Bangladesh
Published in Environmental science and pollution research international (01-07-2021)“…A Correction to this paper has been published: https://doi.org/10.1007/s11356-021-13480-x…”
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An enhanced support vector machine model for urban expansion prediction
Published in Computers, environment and urban systems (01-05-2019)“…Given the dynamic and convoluted nature of urban expansion process and the necessity of handling continuous and categorical variables, non-normal distributed…”
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A Feature Selection Approach to Detect Spam in the Facebook Social Network
Published in Arabian journal for science and engineering (2011) (01-02-2018)“…The widespread adoption of social networks and their enormous facilities and growing opportunities has attracted many users and audience. But along with…”
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Urban Expansion Modeling Using Machine Learning Algorithms
Published 01-01-2021“…Modeling and simulating urban expansion is required for assessing and predicting the consequences of the current urban growth patterns. Given the dynamic and…”
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Dissertation -
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Land Suitability Evaluation for Organic Agriculture of Wheat Using GIS and Multicriteria Analysis
Published in Papers in applied geography (03-07-2018)“…Despite the growing interest in organic farming, its practice remains limited because of its lower productivity relative to conventional farming. Land…”
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A Clustering Based Feature Selection Approach to Detect Spam in Social Networks
Published in International Journal of Information and Communication Technology Research (Tehran.Print) (01-12-2015)“…In recent years, online social networks (OSNs) have been expanded with a lot of facilities and many users and enthusiasts have joined to OSNs. On the other…”
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Journal Article