Search Results for author: Shagufta Henna

Found 5 papers, 0 papers with code

From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence

no code implementations26 Jul 2022 Shagufta Henna, Juan Miguel Lopez Alcaraz

Explanation results obtained from the LIME, SmoothGrad, and Grad-CAM highlight important features of different spectrograms and their relevance to classification.

Classification Explainable artificial intelligence +1

Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems

no code implementations5 Aug 2021 Shagufta Henna

To overcome this, we lift this problem to ensemble consensus-based representation learning for deep reinforcement called DQNEnsemble-FSO/RF.

reinforcement-learning Reinforcement Learning (RL) +1

A Data Augmented Approach to Transfer Learning for Covid-19 Detection

no code implementations5 Aug 2021 Shagufta Henna, Aparna Reji

In this work, we demonstrate that how we can augment limited X-ray images data by using Contrast limited adaptive histogram equalization (CLAHE) to train the last layer of the pre-trained deep learning models to mitigate the bias of transfer learning for Covid-19 detection.

COVID-19 Diagnosis Transfer Learning

Understanding Human Innate Immune System Dependencies using Graph Neural Networks

no code implementations5 Aug 2021 Shagufta Henna

The development of this vaccine is time-consuming and requires a deep understanding of the innate immune response system.

Enterprise Analytics using Graph Database and Graph-based Deep Learning

no code implementations5 Aug 2021 Shagufta Henna, Shyam Krishnan Kalliadan

Specifically, we have applied the graph convolution network (GCN) to enable CRM analytics to forecast sales.

Attribute Binary Classification +1

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