Conference & Technical Papers

• Exposing Deepfake Frames through Spectral Analysis of Color Channels in Frequency Domain
  Muhammad Ahmad Amin, Yongjian Hu, Huimin She, Jicheng Li, Yu Guan, Muhammad Zain Amin
  11th IEEE International Workshop on Biometrics and Forensics (IWBF), Barcelona, Spain, 2023.
  [Paper]

• Conversational AI Chatbot Based on Encoder-Decoder Architectures with Attention Mechanism
  Amir Ali, Muhammad Zain Amin
  Pakistan's National AI Conference, NED University of Engineering and Technology, Karachi, Pakistan, 2019. (Oral Presentation)
  [Paper]

• ResCap V1: Deep Residual Learning Based Image Captioning
  Muhammad Zain Amin, Muhammad Ahmad Amin, Amir Ali
  National ICT Project Exhibition Contest, Pakistan Scientific and Technological Center, University of Agriculture, Faisalabad, Pakistan, 2019. (Oral Presentation)
  [Paper]

• Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System
  Muhammad Zain Amin, Noman Nadeem
  arXiv preprint arXiv:1809.02479, 2018.
  [Paper]

• Performance Evaluation of Supervised Machine Learning Classifiers for Predicting Healthcare Operational Decisions
  Muhammad Zain Amin, Amir Ali
  National Conference on Artificial Intelligence and Neural Information Processing System (AINIP), University of Engineering and Technology, Lahore, Pakistan, 2017.
  *Dataset published in UCI Machine Learning Repository, University of California, Irvine, USA, 2017.
  [Paper] [Dataset]

• InceptFood: A CNN based Classification Approach for Recognizing Food Images
  Muhammad Zain Amin, Amir Ali
  National Conference on Emerging Trends in Computing, Statistics and Mathematical Sciences, Peshawar, Pakistan, 2017.
  [Paper]

• Application of Multilayer Perceptron (MLP) for Data Mining in Healthcare Operations
  Muhammad Zain Amin, Amir Ali
  3rd International Conference on Biotechnology, University of South Asia, Lahore, Pakistan, 2017. (Oral Presentation)
  [Paper]

• An Approach for Spam Detection in YouTube Comments Based on Supervised Learning
  Amir Ali, Muhammad Zain Amin
  2nd National Conference on Emerging Technologies, University of South Asia, Lahore, Pakistan, 2016.
  [Paper]

Research Posters

• A Novel Automatic Ecography process for Pregnant Woman using a Collaborative Robot
  Xavier Beltran Urbano, Muhammad Zain Amin
  MAIA Medical Imaging and Applications, Final Presentation on Computed Aided Surgery and Medical Robotics at the University of Girona, Spain, 2024. (Oral Presentation)
  [Poster]

• Comparative Analysis of Eight Direction Sobel Edge Detection Algorithm for Brain Tumor MRI Images
  Muhammad Zain Amin, Md. Imran Hossain
  MAIA Medical Imaging and Applications, Final Presentation on Image Processing at the Université de Bourgogne, France, 2023. (Oral Presentation)
  [Poster]

• Detection of Parkinson’s Disease Using Automated Tunable Q Wavelet Transform Technique with EEG Signals
  Md. Imran Hossain, Muhammad Zain Amin
  MAIA Medical Imaging and Applications, Final Presentation on Digital Signal Processing at the Université de Bourgogne, France, 2023. (Oral Presentation)
  [Poster]

• Deep Learning for Robots: Execution Failures Detection Using Learning Problem Datasets
  Muhammad Zain Amin
  Google Summer of Code Programme, JSK Lab, University of Tokyo, Japan, 2016.
  [Poster]

Books

• Deep Learning Objective
  Amir Ali, Muhammad Zain Amin
  Amazon Kindle Direct Publishing, Paperback ISIN: 1070238945, eBook ISIN: B07S9FHD7R, 2019.
  [Book]

• Hands-On Machine Learning with Scikit-Learn
  Amir Ali, Muhammad Zain Amin
  Amazon Kindle Direct Publishing, Paperback ISIN: 1090626797, eBook ISIN: B07Q5MK6DS, 2019.
  [Book]