Mushfiqur Rahman Abir
YOU?
Author Swipe
View article: xFE-BERT: The Way to the Interpretable Financial Text Analysis
xFE-BERT: The Way to the Interpretable Financial Text Analysis Open
As financial institutions want openness and accountability in their automated systems, the task of understanding model choices has become more crucial in the field of financial text analysis. In this study, xFE-BERT, an enhanced method is …
View article: An Explainable Deep Learning Framework for Brain Stroke and Tumor Progression via MRI Interpretation
An Explainable Deep Learning Framework for Brain Stroke and Tumor Progression via MRI Interpretation Open
Early and accurate detection of brain abnormalities, such as tumors and strokes, is essential for timely intervention and improved patient outcomes. In this study, we present a deep learning-based system capable of identifying both brain t…
View article: IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits
IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits Open
Human behavior and interactions are profoundly influenced by visual stimuli present in their surroundings. This influence extends to various aspects of life, notably food consumption and selection. In our study, we employed various models …
View article: IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits
IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits Open
View article: Efficiency measurement of FL algorithms for image classification
Efficiency measurement of FL algorithms for image classification Open
Federated Learning (FL) has emerged as a promising approach to collaborative machine learning without the need to share raw data. It enables decentralized model updates while preserving the privacy of each device and reducing the communica…
View article: Extended reality in education and training: Enhancing trustworthiness
Extended reality in education and training: Enhancing trustworthiness Open
Extended reality (XR) technology, including virtual reality (VR), augmented reality (AR), and mixed reality (MR), has the potential to revolutionize education by providing immersive and interactive learning experiences. However, to ensure …
View article: Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment
Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment Open
The widespread adoption of Privacy Preserving Machine Learning (PPML) with Federated Personalized Learning (FPL) has been driven by significant advances in intelligent systems research. This progress has raised concerns about data privacy …
View article: Synchronizing Object Detection: Applications, Advancements and Existing Challenges
Synchronizing Object Detection: Applications, Advancements and Existing Challenges Open
From pivotal roles in autonomous vehicles, healthcare diagnostics, and surveillance systems to seamlessly integrating with augmented reality, object detection algorithms stand as the cornerstone in unraveling the complexities of the visual…
View article: WITHDRAWN: Performance Analysis of Personalized Federated Learning Algorithms for Image Classification
WITHDRAWN: Performance Analysis of Personalized Federated Learning Algorithms for Image Classification Open
Federated learning (FL) has emerged as a promising technique for training machine learning models collaboratively, without the need to share raw data. By enabling decentralized model updates while retaining data locally on individual devic…