Publications

Journal / Preprint Publications

1. Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
   • arXiv Link
   • Description: Identifying disaster-damaged materials from social media posts by merging text and image data.
   • Technologies Used: Python, PyTorch, NLP, Computer Vision.

This Paper ready to Publish

1. XAI and Deep Neural Networks for Crop Disease Detection and Interpretability
   • GitHub Link
   • Description: Integration of Explainable AI techniques with Deep Neural Networks for crop disease detection.
   • Technologies Used: Python, Tensorflow, Keras, Computer Vision, XAI.
2. Multimodal-Disaster-Event-Identification-from-Social-Media-Posts
   • GitHub Link
   • Description: A multimodal deep learning system for disaster event classification using image–tweet pairs from social media, combining visual and textual features through CNN-based image models and transformer-based language models with late fusion.
   • Technologies Used: Python, TensorFlow, Keras, Computer Vision, ResNet-50, DenseNet-201, EfficientNet-B3, BERT, XLNet, Multimodal Deep Learning.