Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek. A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors. 2023. 23. 19. 8234-8234
Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama. Embedding-Based Music Emotion Recognition Using Composite Loss. IEEE Access. 2023. 11. 36579-36604
Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek. Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors. 2023. 23. 7. 3446-3446
Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Wacław M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek. Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors. 2023. 23. 4. 1959-1959
Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov. Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features. Biomedical Signal Processing and Control. 2023. 79. 104168-104168
2015/04 - International Academy, Research, and Industry Association (IARIA) Top paper Empowering Semantic Indexing with Focus of Attention
2014/04 - The Forth ACM International Conference on Multimedia Retrieval (ICMR 2014) Top paper Multimedia Event Detection Using Hidden Conditional Random Fields
Institute of Electrical and Electronics Engineers (IEEE)
, ACM Special Interest Group on Multimedia (SIGMM)
, ACM Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD)
, 電子情報通信学会
, 情報処理学会
, 映像情報メディア学会