5 papers
R-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data
Elias Hossain, Tasfia Nuzhat, Shamsul Masum +2
Accurate classification of cancer-related biomedical abstracts is critical for advancing cancer informatics and supporting decision-making in healthcare research. Yet progress in t…
Surformer v1: Transformer-Based Surface Classification Using Tactile and Vision Features
Manish Kansana, Elias Hossain, Shahram Rahimi +1
Surface material recognition is a key component in robotic perception and physical interaction, particularly when leveraging both tactile and visual sensory inputs. In this work, w…
AI Learning Algorithms: Deep Learning, Hybrid Models, and Large-Scale Model Integration
Noorbakhsh Amiri Golilarz, Elias Hossain, Abdoljalil Addeh +1
In this paper, we discuss learning algorithms and their importance in different types of applications which includes training to identify important patterns and features in a strai…
Edge-Based Learning for Improved Classification Under Adversarial Noise
Manish Kansana, Keyan Alexander Rahimi, Elias Hossain +2
Adversarial noise introduces small perturbations in images, misleading deep learning models into misclassification and significantly impacting recognition accuracy. In this study,…
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources
Subash Neupane, Elias Hossain, Jason Keith +6
This paper presents BARKPLUG V.2, a Large Language Model (LLM)-based chatbot system built using Retrieval Augmented Generation (RAG) pipelines to enhance the user experience and ac…