Research (Google Scholar)

Published Papers

• A Comprehensive Survey of COVID-19 Detection Using Medical Images
  Faisal Muhammad Shah, Sajib Kumar Saha Joy, Farzad Ahmed, Tonmoy Hossain, Mayeesha Humaira, Amit Saha Ami, Shimul Paul, Md Abidur Rahman Khan Jim & Sifat Ahmed . SN Computer Science 2, 2021 (Article Number: 434)
• A Comprehensive Survey of COVID-19 Detection Using Medical Images
  Faisal Muhammad Shah, Sajib Kumar Saha Joy, Farzad Ahmed, Tonmoy Hossain, Mayeesha Humaira, Amit Saha Ami, Shimul Paul, Md Abidur Rahman Khan Jim & Sifat Ahmed.
  SN Computer Science 2 (Article Number: 434)
• Automated COVID-19 Detection from Chest X-Ray Images : A High Resolution Network (HRNet) Approach
  Sifat Ahmed, Tonmoy Hossain, Oishee Bintey Hoque, Sujan Sarker, Sejuti Rahman, Faisal Muhammad Shah. SN Computer Science 2021 (Article Number: 294)
• An Attention-based approach to Detect Emotion from Tweets
  Sifat Ahmed, Abdus Sayef Reyadh, Asif Imtiaz Shaafi, Fatima Tabsun, Faisal Muhammad Shah.
  3rd International Conference of Computer and Informatics Engineering(IC2IE, 2020)
• Early Depression Detection from Social Network Using Deep Learning Techniques
  Faisal Muhammad Shah, Farzad Ahmed, Sajib Kumar Saha Joy, Sifat Ahmed, Samir Sadek, Rimon Shil. IEEE Region 10 Symposium. (TENSYMP 2020)
• Bengali Handwritten Alphabet Recognition using Deep Convolutional Neural Network
  Sifat Ahmed, Fatima Tabsun Sithil, Abdus Sayef Reyadh, Asif Imtiaz Shaafi, Faisal Muhammad Shah. 5th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering. (IC4ME2, 2019)
• Emotion Detection from Tweets using AIT-2018 Dataset
  Faisal Muhammad Shah, Abdus Sayef Reyadh, Asif Imtiaz Shaafi, Sifat Ahmed, Fatima Tabsun Sithil. 5th International Conference on Advances in Electrical Engineering. (ICAEE-2019)
• Fake Review Detection using Principal Component Analysis and Active Learning
  Faisal Muhammad Shah, Sifat Ahmed. September 2019, International Journal of Computer Applications 178(48):42-48. (IJCA, September Edition, 2019)
• Using Boosting Approaches to Detect Spam Reviews
  Sifat Ahmed, Faisal Muhammad Shah. 1st International Conference on Advances in Science, Engineering and Robotics Technology 2019. (ICASERT 2019)

Submitted for Publication

• A Deep Learning-Based Bengali Visual Question Answering System.
  
• Video Captioning in Bengali With Visual Attention.
  

Working Papers

• Depression Detection from Social Media.
  Sifat Ahmed, Faisal Muhammad Shah.

Thesis

• Detecting Emotion Content In Tweets Using Deep Learning.
  

  Abstract - Detecting emotion from text is one of the toughest challenges in natural language processing. Developing a system that can detect emotion from social media is a crying need as people are sharing more of their thoughts here. Market analysis, peoples reaction towards a certain event can be easily detected. At the same time, people undergoing psychological problems such as depression can also be identified. In this research work, a model has been proposed that can detect emotion from tweets. Supervised traditional machine learning and deep learning algorithms were trained using the training data and then performance has been evaluated on the test data. The results acquired from the experiment are then compared to conclude the best approach.