Michael T. Knierim

According to our database, Michael T. Knierim authored at least 27 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hybrid Adaptive Systems.

Ivo Benke, Michael T. Knierim, Marc T. P. 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

Bus. Inf. Syst. Eng., April, 2024

How good are you? An empirical classification performance comparison of large language models with traditional open set recognition classifiers (short paper).

Alexander Grote, Anuja Hariharan, Michael T. Knierim, Christof Weinhardt

Proceedings of the 16th ZEUS Workshop, Ulm, Germany, February 29-March 1, 2024., 2024

Classification of Music Preferences Using EEG Data in Machine Learning Models.

Helen Vedder, Fabio Stano, Michael T. Knierim

Proceedings of the Mensch und Computer 2024, 2024

OpenEarable Suite: Open-Source Hardware to Sense 30+ Phenomena on the Ears.

Tobias Röddiger, Michael T. Knierim, Philipp Lepold, Tobias King, Michael Beigl

Proceedings of the Mensch und Computer 2024, 2024

Cognitive Load Dynamics in Generative AI-Assistance: A NeuroIS Study.

Thimo Schulz, Michael Thomas Knierim

Proceedings of the 45th International Conference on Information Systems, 2024

The Positive Impact of Metric Learning on Open Set Nearest Neighbor Classification.

Alexander Grote, Wolfgang Badewitz, Michael Thomas Knierim, Christof Weinhardt

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Towards EEG-Based Decision Support Systems: Externalizing Neural Information to Assist Economic Decisions.

Fabio Stano, Michael Thomas Knierim

Proceedings of the 32nd European Conference on Information Systems, 2024

Connecting Home: Human-Centric Setup Automation in the Augmented Smart Home.

Marius Schenkluhn, Michael Thomas Knierim, Francisco Kiss, Christof Weinhardt

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Warmth on Demand: Designing Headphones for Enhanced Thermal Comfort in Work Environments.

Michael Thomas Knierim, Lukas Braun, Monica Perusquía-Hernández

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning.

Raphael Rissler, Mario Nadj, Maximilian Xiling Li, Nico Loewe, Michael T. Knierim, Alexander Maedche

IEEE Trans. Affect. Comput., 2023

A Systematic Comparison of High-End and Low-Cost EEG Amplifiers for Concealed, Around-the-Ear EEG Recordings.

Michael Thomas Knierim, Martin G. Bleichner, Pierluigi Reali

Sensors, 2023

What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions.

Mario Nadj, Raphael Rissler, Marc T. P. Adam, Michael T. Knierim, Maximilian Xiling Li, Alexander Maedche, René Riedl

MIS Q., 2023

Time-Aware Data Profiling With Decision Tree Pattern Mining.

Alexander Grote, Wolfgang Badewitz, Michael Thomas Knierim, Christof Weinhardt

Proceedings of the 25th IEEE Conference on Business Informatics, 2023

OpenBCI + 3D-Printed Headphones = Open ExG Headphones - An Open-Source Research Platform for Biopotential Earable Applications.

Michael Thomas Knierim, Daniel Puhl, Gabriel Ivucic, Tobias Röddiger

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

InterFlowCeption: Foundations for Technological Enhancement of Interoception to Foster Flow States during Mental Work: About the potential of technologically supported body awareness to promote flow experiences during mental work.

Christoph Berger, Michael Thomas Knierim, Ivo Benke, Karen Bartholomeyczik, Christof Weinhardt

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Monitoring Cognitive Load with 3D-Printed EEG Headphones.

Michael Thomas Knierim, Christian Zimny, Julia Seitz

Proceedings of the 43rd International Conference on Information Systems, 2022

Could we Predict Flow from Ear-EEG?

Michael Thomas Knierim, Karen Bartholomeyczik, Petra Nieken, Christof Weinhardt

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022

2021

Open-Source Concealed EEG Data Collection for Brain-Computer-Interfaces - Real-World Neural Observation Through OpenBCI Amplifiers with Around-the-Ear cEEGrid Electrodes.

Michael Thomas Knierim, Christoph Berger, Pierluigi Reali

CoRR, 2021

Detecting Daytime Bruxism Through Convenient and Wearable Around-the-Ear Electrodes.

Michael Thomas Knierim, Max Schemmer, Dominik Woehler

Proceedings of the Advances in Usability, User Experience, Wearable and Assistive Technology, 2021

Information and Market Engineering at KIT: Quo Vadis?

David Dann, Michael Thomas Knierim, Christian Peukert, Philipp Staudt, Tim Straub

Proceedings of the Market Engineering: Insights from Two Decades of Research on Markets and Information, 2021

2020

Chatbot-based Emotion Management for Distributed Teams: A Participatory Design Study.

Ivo Benke, Michael Thomas Knierim, Alexander Maedche

Proc. ACM Hum. Comput. Interact., 2020

2019

Flow in Knowledge Work Groups - Autonomy as a Driver or Digitally Mediated Communication as a Limiting Factor?

Michael T. Knierim, Mario Nadj, Maximilian Xiling Li, Christof Weinhardt

Proceedings of the 40th International Conference on Information Systems, 2019

Flow and Optimal Difficulty in the Portable EEG: On the Potentiality of using Personalized Frequency Ranges for State Detection.

Michael T. Knierim, Mario Nadj, Christof Weinhardt

Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications, 2019

2018

Live Biofeedback as a User Interface Design Element: A Review of the Literature.

Ewa Lux, Marc T. P. Adam, Verena Dorner, Sina Helming, Michael T. Knierim, Christof Weinhardt

Commun. Assoc. Inf. Syst., 2018

Flow Neurophysiology in Knowledge Work: Electroencephalographic Observations from Two Cognitive Tasks.

Michael T. Knierim, Mario Nadj, Anuja Hariharan, Christof Weinhardt

Proceedings of the 5th International Conference on Physiological Computing Systems, 2018

Got Flow?: Using Machine Learning on Physiological Data to Classify Flow.

Raphael Rissler, Mario Nadj, Maximilian Xiling Li, Michael Thomas Knierim, Alexander Maedche

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Designing Live Biofeedback for Groups to Support Emotion Management in Digital Collaboration.

Michael T. Knierim, Dominik Jung, Verena Dorner, Christof Weinhardt

Proceedings of the Designing the Digital Transformation - 12th International Conference, 2017