Tanja Schultz

Tanja Schultz

tanja.schultz@uni-bremen.de
Institution: University of Bremen
Department: Mathematics and Computer Science
Position: Director, Cognitive Systems Lab
https://www.uni-bremen.de/en/csl/institute/director
With the integration of sensors into ubiquitous body-worn devices and the advancement of machine learning methods, it is time to use the full spectrum of biosignal data to understand human needs and adapt cognitive systems accordingly.

Biosignal-adaptive cognitive systems

The acquisition, processing, and decoding of multimodal biosignals in real-time, with the aim of interpreting human behavior and predicting human needs in the context of communication with cognitive robots and systems

  • HateScan: A Multimodal Web Application for Hate Speech Classification with Sentence-Level Analysis (2027)

    Authors: Rathi Adarshi Rammohan, Jordan Behrendt, Jost Immoor, Pablo Freitas Santos, Dennis Küster, Tanja Schultz

    Published at: Communications in Computer and Information Science (Volume: 3120 CCIS)
    DOI: 10.1007/978-981-92-4529-1_11

  • Human Behavior Analysis and Interaction for Emotional Intelligence: Advances, Challenges, and the Road Ahead — EI-MiGA 2026 (2027)

    Authors: Haoyu Chen, Zhao Ren, Jiadong Wang, Emily Mower Provost, Ehsan Adeli, Björn W. Schuller, Tanja Schultz, Guoying Zhao

    Published at: Communications in Computer and Information Science (Volume: 3120 CCIS)
    DOI: 10.1007/978-981-92-4529-1_1

  • Preface (2027)

    Authors: Haoyu Chen, Zhao Ren, Jiadong Wang, Emily Provost, Ehsan Adeli, Björn W. Schuller, Tanja Schultz, Guoying Zhao

    Published at: Communications in Computer and Information Science (Volume: 3120 CCIS)

  • Biosignal-adaptive platforms (2026)

    Authors: Mario Nadj, Alexander Maedche, René Riedl, Julia Seitz, Tanja Schultz

    Published at: Electronic Markets (Volume: 36)
    DOI: 10.1007/s12525-026-00895-y

  • Everyday Activity Science and Engineering Table Setting Dataset (2026)

    Authors: Moritz Meier, Yale Hartmann, Yasmina El Ouahabi, Lars Bredereke, Felix Putze, Tanja Schultz

    Published at: Scientific Data (Volume: 13)
    DOI: 10.1038/s41597-026-07077-7

  • CogniFuse and Multimodal Deformers: An Extended Study on Benchmarking and Modeling Biosignal Fusion (2026)

    Authors: Anthony Richardson, Michael Beetz, Tanja Schultz, Felix Putze

    Published at: IEEE Transactions on Biomedical Engineering (Volume: 73)
    DOI: 10.1109/TBME.2026.3691190

  • DeMention: A Modular System for Speech-Based Alzheimer's Dementia Screening (2026)

    Authors: Jordan Behrendt, Elisa Brauße, Rathi Adarshi Rammohan, Tanja Schultz

    Published at: Cui 2026 Proceedings of the 2026 Conference on Conversational User Interfaces
    DOI: 10.1145/3816046.3816319

  • Breaking through data scarcity: A novel diffusion model approach for snoring sound augmentation and classification (2026)

    Authors: Tianrui Jia, Haojie Zhang, Hanhan Wu, Qiyang Sun, Xin Jing, Boyang Meng, Lin Shen, Liang Wang, Kun Qian, Ye Zhang, Bin Hu, Tanja Schultz, Björn W. Schuller, Yoshiharu Yamamoto

    Published at: Biomedical Signal Processing and Control (Volume: 116)
    DOI: 10.1016/j.bspc.2026.109449

  • Explainable AI Insights Into EEG Classification and Its Alignment to Neural Correlates (2026)

    Authors: Hendrik Eilts, Gabriel Ivucic, Niklas Koenen, Marvin N. Wright, Tanja Schultz, Felix Putze

    Published at: Human Brain Mapping (Volume: 47)
    DOI: 10.1002/hbm.70528

  • Intero-Expressive Robots: Externalizing Robot Internal Signals for Exploring Theory of Mind Attribution to Robots (2026)

    Authors: Amber Maimon, Rachel Ringe, Shiyao Zhang, Mihai Pomarlan, Dennis Küster, Robert Porzel, Tanja Schultz, Rainer Malaka, Iddo Yehoshua Wald

    Published at: Conference on Human Factors in Computing Systems Proceedings
    DOI: 10.1145/3772363.3799355