Research Assistant

Saif Mahmud

Publications (3)

M Tanjid Hasan Tonmoy, Saif Mahmud, AKM Mahbubur Rahman, M Ashraful Amin, Amin Ahsan Ali

Hierarchical self attention based autoencoder for open-set human activity recognition

Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 351–363, 2021

Conference PaperDOI URL

Activity recognitionComputer scienceRobustness (evolution)AutoencoderArtificial intelligencePattern recognition (psychology)Wearable computerSet (abstract data type)EncoderMachine learning

Md Nazmul Haque, M Tanjid Hasan Tonmoy, Saif Mahmud, Amin Ahsan Ali, Muhammad Asif Hossain Khan, Mohammad Shoyaib

Gru-based attention mechanism for human activity recognition

2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), pp. 1–6, 2019

Conference PaperDOI URL

Computer scienceActivity recognitionArtificial intelligenceContext (archaeology)Deep learningTime seriesMachine learningClass (philosophy)Sequence (biology)Field (mathematics)Artificial neural networkFeature (linguistics)Recurrent neural networkData modelingState (computer science)Data mining

Saif Mahmud, M Tonmoy, Kishor Kumar Bhaumik, AK Mahbubur Rahman, M Ashraful Amin, Mohammad Shoyaib, Muhammad Asif Hossain Khan, Amin Ahsan Ali

Human activity recognition from wearable sensor data using self-attention

arXiv preprint arXiv:2003.09018, 2020

Journal ArticleDOI URL

Wearable computerActivity recognitionComputer scienceHuman–computer interaction