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

  • LabLinking: theory, framework, and solutions of connecting laboratories for distributed human experiments (2024)

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    Published at: Discover Applied Sciences (Volume: 6)
    DOI: 10.1007/s42452-024-06122-7

  • Human Activity Recognition, Monitoring, and Analysis Facilitated by Novel and Widespread Applications of Sensors (2024)

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    Published at: Sensors (Volume: 24)
    DOI: 10.3390/s24165250

  • 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 (Volume: 66)
    DOI: 10.1007/s12599-024-00861-y

  • 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)

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

  • NeuroHeed: Neuro-Steered Speaker Extraction Using EEG Signals (2024)

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    Published at: IEEE/ACM Transactions on Audio Speech and Language Processing
    DOI: 10.1109/TASLP.2024.3463498

  • Examining the Effects of Human-Likeness of Avatars on Emotion Perception and Emotion Elicitation (2024)

    Authors: Shiyao Zhang, Omar Faruk, Robert Porzel, Dennis Kuster, Tanja Schultz, Hui Liu

    Published at: 2024 International Conference on Activity and Behavior Computing, ABC 2024
    DOI: 10.1109/ABC61795.2024.10652090

  • Uncovering the Full Potential of Visual Grounding Methods in VQA (2024)

    Authors: Daniel Reich, Tanja Schultz

    Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics (Volume: 1)

  • 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