Search Results - "Kumari, K. Padma"
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Assessment and planning for integrated river basin management using remote sensing, SWAT model and morphometric analysis (case study: Kaddam river basin, India)
Published in Geocarto international (15-10-2019)“…River basin assessment is crucial for water management and to address the watershed issues. So, an integrated river basin management and assessment model using…”
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Journal Article -
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Unified granular neural networks for pattern classification
Published in Neurocomputing (Amsterdam) (05-12-2016)“…Motivation in the development of granular neural network (GNN) with the principle of granular computing (GrC) is to obtain possible degree of transparency in…”
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Knowledge-Based Progressive Granular Neural Networks for Remote Sensing Image Classification
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01-12-2017)“…Reforming the architecture of a granular neural network (GNN) with varying input information further improves its operational transparency in the…”
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Adaptive Granular Neural Networks for Remote Sensing Image Classification
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01-06-2018)“…Monitoring and measuring the conditions of the earth surface play important role in the domain of global change research. In this direction, various…”
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Progressive granular neural networks with class based granulation
Published in 2016 IEEE Annual India Conference (INDICON) (01-12-2016)“…Granular neural networks (GNNs) process granulated data with neural networks. Class based (CB) granulation of input data considers the belongingness of each…”
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Conference Proceeding -
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Fusion of progressive granular neural networks for pattern classification
Published in Soft computing (Berlin, Germany) (01-06-2019)“…Evolving granular neural network (eGNN) is a system that classifies the data by adapting its architecture according to the input information. eGNN posses the…”
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Journal Article -
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Application of Markov chain & cellular automata based model for prediction of Urban transitions
Published in 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT) (01-03-2016)“…Modeling of Urban transitions and predictions of future expansions is indispensable for examining urban planning policies and environmental management…”
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Conference Proceeding -
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Dynamic granular neural networks for remote sensing image classification
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01-07-2017)“…Land use and land cover classification of remote sensing data is useful in taking relevant decisions of an area. There are various types of automated…”
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Conference Proceeding