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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Snehal M. Kamalapur

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Open access Aug 2026

Leveraging spectral information for enhanced multispectral image retrieval using deep neural network

Similar multispectral images for a given query image can be retrieved from large databases of multispectral images. These images provide more detail due to multiple bands, but the high dimensionality creates a challenging, inefficient environment for retrieving similar images. This research introduces a method for mult...

Monali P. Mahajan, Snehal M. Kamalapur · 0 citations
Open access 2026

Optimizing diabetes prediction in machine learning models: Evaluating the effectiveness of a novel class imbalance technique—adaptive synthetic class balancing with class proportion filtering

Adaptive Synthetic Class Balancing with filtering by class ratio (ASCPF) is suggested, a combination of creating smart fake samples and ratio control which results in more uniform performance on classes with skewed distribution, especially in important health decisions.

Pankaj Beldar, S. Kamalapur, Priti Vaidya et al. · 0 citations

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