Md. Rajibul Palas, Md. Rakibul Islam, Palash Roy, Md. Abdur Razzaque et al.
Rafiul Hoque, Md. Samiul Islam, Sagor Sarkar, Sultana Umme Habiba et al.
This research aims to create and apply efficient sentiment analysis methods for the Bengali language. It also aims to investigate how people in Bangladesh communicate their feelings and mental health issues on social media platforms with a particular emphasis on depression and suicidal thoughts. The...
Md. Samiul Islam, Rafiul Hoque, Sagor Sarkar, Md. Rajibul Palas et al.
The growing prevalence of mental health issues, particularly depression and suicidal thoughts, points to the need to develop automated tools capable of detecting such sentiments from online communication. This study addresses some critical challenges by introducing a novel sentiment analysis framewo...
Md. Abdur Rahman, Hazrat Ali, Md. Ferdaus Hossen, Md. Rajibul Palas et al.
Mental disorders such as depression, anxiety, and suicidal ideation are rising rapidly among young people in Bangladesh, with social media providing a prominent platform for expressing oneself and emotions. Early identification of these through automatic systems can provide timely intervention and e...
Antara Adhikary, Md. Rajibul Palas, Saurav Das, Abdul Hasib
Maritime transportation, handling over 80% of global trade, faces increasing safety challenges due to congested routes. Accurate vessel trajectory prediction is essential for collision avoidance and efficient traffic management. However, Automatic Identification System (AIS) data often suffers from ...