Tanja Schultz

Tanja Schultz

Institution: University of Bremen
Department: Mathematics and Computer Science
Position: Director, Cognitive Systems Lab
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

  • Taxonomy and Real-Time Classification of Artifacts During Biosignal Acquisition: A Starter Study and Dataset of ECG (2024)

    Authors: Hui Liu, Shiyao Zhang, Hugo Gamboa, Tingting Xue, Congcong Zhou, Tanja Schultz

    Published at: IEEE Sensors Journal (Volume: 24)
    DOI: 10.1109/JSEN.2024.3356651

  • MS2OD: outlier detection using minimum spanning tree and medoid selection (2024)

    Authors: Jia Li, Jiangwei Li, Chenxu Wang, Fons J. Verbeek, Tanja Schultz, Hui Liu

    Published at: Machine Learning: Science and Technology (Volume: 5)
    DOI: 10.1088/2632-2153/ad2492

  • Developments in the digitalization of public health since 2020: Examples from the Leibniz ScienceCampus Digital Public Health Bremen (2024)

    Authors: Hajo Zeeb, Benjamin Schüz, Tanja Schultz, Iris Pigeot

    Published at: Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz (Volume: 67)
    DOI: 10.1007/s00103-023-03827-9

  • Hybrid Adaptive Systems (2024)

    Authors: Ivo Benke, Michael Knierim, Marc Adam, Michael Beigl, Verena Dorner, Ulrich Ebner-Priemer, Manfred Herrmann, Martin Klarmann, Alexander Maedche, Julia Nafziger, Petra Nieken, Jella Pfeiffer, Clemens Puppe, Felix Putze, Benjamin Scheibehenne, Tanja Schultz, Christof Weinhardt

    Published at: Business and Information Systems Engineering
    DOI: 10.1007/s12599-024-00861-y

  • Speech Features as Predictors of Momentary Depression Severity in Patients With Depressive Disorder Undergoing Sleep Deprivation Therapy: Ambulatory Assessment Pilot Study (2024)

    Authors: Lisa-Marie Wadle, Ulrich W. Ebner-Priemer, Jerome C. Foo, Yoshiharu Yamamoto, Fabian Streit, Stephanie H. Witt, Josef Frank, Lea Zillich, Matthias F. Limberger, Ayimnisagul Ablimit, Tanja Schultz, Maria Gilles, Marcella Rietschel, Lea Sirignano

    Published at: JMIR Mental Health (Volume: 11)
    DOI: 10.2196/49222

  • Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection (2024)

    Authors: Siqi Cai, Tanja Schultz, Haizhou Li

    Published at: IEEE Transactions on Biomedical Engineering (Volume: 71)
    DOI: 10.1109/TBME.2023.3294242

  • An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing (2023)

    Authors: Zhao Ren, Kun Qian, Tanja Schultz, Björn W. Schuller

    Published at: Proceedings of the 5th ACM International Conference on Multimedia in Asia, MMAsia 2023 Workshops
    DOI: 10.1145/3611380.3628563

  • Biosignals meet Adaptive Systems (2023)

    Authors: Tanja Schultz, Alexander Maedche

    Published at: SN Applied Sciences (Volume: 5)
    DOI: 10.1007/s42452-023-05412-w

  • EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study (2023)

    Authors: Birte Richter, Felix Putze, Gabriel Ivucic, Mara Brandt, Christian Schütze, Rafael Reisenhofer, Britta Wrede, Tanja Schultz

    Published at: Multimodal Technologies and Interaction (Volume: 7)
    DOI: 10.3390/mti7040037

  • The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings (2023)

    Authors: Pedram Z. Soroush, Christian Herff, Stephanie K. Ries, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski

    Published at: NeuroImage (Volume: 269)
    DOI: 10.1016/j.neuroimage.2023.119913