M. F. Mridha, Ashfia Jannat Keya, Md. Abdul Hamid, Muhammad Mostafa Monowar et al.
A protuberant issue of the present time is that, organizations from different domains are struggling to obtain effective solutions for detecting online-based fake news. It is quite thought-provoking to distinguish fake information on the internet as it is often written to deceive users. Compared wit...
M. F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Ashfia Jannat Keya et al.
Breast cancer is now the most frequently diagnosed cancer in women, and its percentage is gradually increasing. Optimistically, there is a good chance of recovery from breast cancer if identified and treated at an early stage. Therefore, several researchers have established deep-learning-based autom...
Ashfia Jannat Keya, Md. Anwar Hussen Wadud, M. F. Mridha, Mohammed Alatiyyah et al.
Fake news detection techniques are a topic of interest due to the vast abundance of fake news data accessible via social media. The present fake news detection system performs satisfactorily on well-balanced data. However, when the dataset is biased, these models perform poorly. Additionally, manual...
Ashfia Jannat Keya, Md. Mohsin Kabir, Nusrat Jahan Shammey, M. F. Mridha et al.
The rapid increase in Internet users has increased online concerns such as hate speech, abusive texts, and harassment. In Bangladesh, hate text in Bengali is frequently used on various social media platforms to condemn and abuse individuals. However, Research on recognizing hate speech in Bengali te...
Ashfia Jannat Keya, Hasibul Hossain Shajeeb, Md. Saifur Rahman, M. F. Mridha
False news articles pose a serious challenge in today's information landscape, impacting public opinion and decision-making. Efforts to counter this issue have led to research in deep learning and machine learning methods. However, a gap exists in effectively using contextual cues and skip connectio...
Ashfia Jannat Keya, Shahid Afridi, Afroza Siddique Maria, Snaha Sadhu Pinki et al.
Fake news is invalid and misleading information that is conveyed as accurate news. Fake news detection has become indispensable in modern society because of the extreme propagation of false news on social platforms and news portals. Several studies have been released that use fake news on social pla...
Khan Md Ha, Usman Naseem, Ashfia Jannat Keya, Shithi Maitra et al.
<title>Abstract</title> One of the most important things that managers need is feedback from customers about the quality of the products and services their firms offer. Getting feedback from customers is now typically done via online channels including social media, instant messaging, and review web...
Khan Md. Hasib, Usman Naseem, Ashfia Jannat Keya, Shithi Maitra et al.
Ashfia Jannat Keya, Sayefa Arafah Arpona, Md. Mohsin Kabir, M. F. Mridha
Abstract The online recommendation system has benefited the traditional restaurant business economically. However, finding the best restaurant during rush time and visiting new places is tough. This objective is addressed through a restaurant recommendation approach, which impacts the human decision...
Nourin Khandaker, Ashfia Jannat Keya, Fernaz Narin Nur
The rapid expansion of IoT networks has amplified their vulnerability to cyberattacks, necessitating IDS that balances accuracy, privacy and scalability. Traditional centralized IDS approaches incur high communication overhead and privacy risks, making them unsuitable for resource-constrained IoT en...
Ashfia Jannat Keya