Bert Arnrich

According to our database, Bert Arnrich authored at least 130 papers between 2000 and 2024.

Collaborative distances:

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

2024

ARTEMIS: An alarm threshold and policy mining system for the intensive care unit.

Jonas Chromik, Anne Rike Flint, Bert Arnrich

Int. J. Medical Informatics, 2024

Enabling machine learning models in alarm fatigue research: Creation of a large relevance-annotated oxygen saturation alarm data set.

Jonas Chromik, Anne Rike Flint, Mona Prendke, Bert Arnrich, Akira-Sebastian Poncette

Comput. Biol. Medicine, 2024

A computer vision approach to continuously monitor fatigue during resistance training.

Justin Amadeus Albert, Bert Arnrich

Biomed. Signal Process. Control., 2024

Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic.

Silvan Wehrli, Chisom Ezekannagha, Georges Hattab, Tamara Boender, Bert Arnrich, Christopher Irrgang

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

CognitIDE: An IDE Plugin for Mapping Physiological Measurements to Source Code.

Fabian Stolp, Malte Stellmacher, Bert Arnrich

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML.

Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Monitoring and Visualizing Stroke Rehabilitation Progress using Wearable Sensors.

Lin Zhou, Torsten Rackoll, Lennard Ekrod, Mircea-Gheorghe Balc, Fabian Klostermann, Bert Arnrich, Alexander H. Nave

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

HARE: Unifying the Human Activity Recognition Engineering Workflow.

Orhan Konak, Robin Van De Water, Valentin Döring, Tobias Fiedler, Lucas Liebe, Leander Masopust, Kirill Postnov, Franz Sauerwald, Felix Treykorn, Alexander Wischmann, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich

Sensors, December, 2023

State Space Modeling of Event Count Time Series.

Sidratul Moontaha, Bert Arnrich, Andreas Galka

Entropy, October, 2023

Food Choices after Cognitive Load: An Affective Computing Approach.

Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Sidratul Moontaha, Nico Steckhan, Bert Arnrich

Sensors, July, 2023

Online Learning for Wearable EEG-Based Emotion Classification.

Sidratul Moontaha, Franziska Elisabeth Friederike Schumann, Bert Arnrich

Sensors, March, 2023

PERSIST: A Multimodal Dataset for the Prediction of Perceived Exertion during Resistance Training.

Justin Amadeus Albert, Arne Herdick, Clemens Markus Brahms, Urs Granacher, Bert Arnrich

Data, January, 2023

Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments.

Ana Cholakoska, Hristijan Gjoreski, Valentin Rakovic, Daniel Denkovski, Marija Kalendar, Bjarne Pfitzner, Bert Arnrich

IEEE Internet Comput., 2023

xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization.

Florian Borchert, Ignacio Llorca, Roland Roller, Bert Arnrich, Matthieu-P. Schapranow

CoRR, 2023

Federated Learning for Activity Recognition: A System Level Perspective.

Stefan Kalabakov, Borche Jovanovski, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski

IEEE Access, 2023

German Text Embedding Clustering Benchmark.

Silvan Wehrli, Bert Arnrich, Christopher Irrgang

Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition.

Orhan Konak, Alexander Wischmann, Robin Van De Water, Bert Arnrich

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features.

Monica González Machorro, Pascal Hecker, Uwe D. Reichel, Helly N. Hammer, Robert Hoepner, Lisa Pedrotti, Alisha Zmutt, Hesam Sagha, Johan van Beek, Florian Eyben, Dagmar M. Schuller, Björn W. Schuller, Bert Arnrich

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Digital Therapeutics Evolution What kind of Research Will Make the Difference in this Area?

Oscar Mayora, Bert Arnrich, Tiago João Guerreiro, Filipa Ferreira-Brito, Mitja Lustrek, Hristijan Gjoreski

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Overcoming Data Scarcity in Human Activity Recognition.

Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Recommender System for Alarm Thresholds in Medical Patient Monitors.

Denise Schmidt, Jonas Chromik, Bert Arnrich

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry.

Sidratul Moontaha, Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Bert Arnrich

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data.

Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich

Sensors, 2022

SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies.

Jonas Chromik, Kristina Kirsten, Arne Herdick, Arpita Mallikarjuna Kappattanavar, Bert Arnrich

Sensors, 2022

Voice Analysis for Neurological Disorder Recognition-A Systematic Review and Perspective on Emerging Trends.

Pascal Hecker, Nico Steckhan, Florian Eyben, Björn W. Schuller, Bert Arnrich

Frontiers Digit. Health, 2022

Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review.

Jonas Chromik, Sophie Anne Ines Klopfenstein, Bjarne Pfitzner, Zeena-Carola Sinno, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette

Frontiers Digit. Health, 2022

DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder.

Bjarne Pfitzner, Bert Arnrich

CoRR, 2022

Wearable electroencephalography and multi-modal mental state classification: A systematic literature review.

Christoph Anders, Bert Arnrich

Comput. Biol. Medicine, 2022

GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers.

Florian Borchert, Christina Lohr, Luise Modersohn, Jonas Witt, Thomas Langer, Markus Follmann, Matthias Gietzelt, Bert Arnrich, Udo Hahn, Matthieu-P. Schapranow

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Hand Gesture Recognition in Daily Life as an Additional Tool for Unobtrusive Data Labeling in Medical Studies.

Julia Joch, Kristina Kirsten, Bert Arnrich

Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, 2022

Using Transparent Neural Networks and Wearable Inertial Sensors to Generate Physiologically-Relevant Insights for Gait.

Lin Zhou, Eric Fischer, Clemens Markus Brahms, Urs Granacher, Bert Arnrich

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation.

Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Björn W. Schuller, Bert Arnrich

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Unsupervised Activity Recognition Using Trajectory Heatmaps from Inertial Measurement Unit Data.

Orhan Konak, Pit Wegner, Justin Amadeus Albert, Bert Arnrich

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Have Your Cake and Log it Too: A Pilot Study Leveraging IMU Sensors for Real-time Food Journaling Notifications.

Arpita Kappattanavar, Marten Kremser, Bert Arnrich

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit.

Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich

Proceedings of the Biomedical Engineering Systems and Technologies, 2022

Extracting Alarm Events from the MIMIC-III Clinical Database.

Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models.

Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Federated Learning in a Medical Context: A Systematic Literature Review.

Bjarne Pfitzner, Nico Steckhan, Bert Arnrich

ACM Trans. Internet Techn., 2021

Devicely: A Python package for reading, timeshifting and writing sensor data.

Ariane Sasso, Jost Morgenstern, Felix Musmann, Bert Arnrich

J. Open Source Softw., 2021

TRIPOD - A Treadmill Walking Dataset with IMU, Pressure-Distribution and Photoelectric Data for Gait Analysis.

Justin Trautmann, Lin Zhou, Clemens Markus Brahms, Can Tunca, Cem Ersoy, Urs Granacher, Bert Arnrich

Data, 2021

Certainty in QRS detection with artificial neural networks.

Jonas Chromik, Lukas Pirl, Jossekin Beilharz, Bert Arnrich, Andreas Polze

Biomed. Signal Process. Control., 2021

Optimal Sensor Placement for Human Activity Recognition with a Minimal Smartphone-IMU Setup.

Vincent Xeno Rahn, Lin Zhou, Eric Klieme, Bert Arnrich

Proceedings of the 10th International Conference on Sensor Networks, 2021

Implicit model specialization through dag-based decentralized federated learning.

Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid, Paul Geppert, Bert Arnrich, Andreas Polze

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

Speaking Corona? Human and Machine Recognition of COVID-19 from Voice.

Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe D. Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich, Björn W. Schuller

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Sensor-Based Obsessive-Compulsive Disorder Detection With Personalised Federated Learning.

Kristina Kirsten, Bjarne Pfitzner, Lando Löper, Bert Arnrich

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Differentially Private Federated Learningfor Anomaly Detection in eHealth Networks.

Ana Cholakoska, Bjarne Pfitzner, Hristijan Gjoreski, Valentin Rakovic, Bert Arnrich, Marija Kalendar

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes.

Wiktoria Staszak, Jonas Chromik, Katarina Braune, Bert Arnrich

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning.

Bjarne Pfitzner, Jonas Chromik, Rachel Brabender, Eric Fischer, Alexander Kromer, Axel Winter, Simon Moosburner, Igor M. Sauer, Thomas Malinka, Johann Pratschke, Bert Arnrich, Max M. Maurer

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments^*.

Jonas Chromik, Bert Arnrich

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Data Augmentation of Kinematic Time-Series From Rehabilitation Exercises Using GANs.

Justin Amadeus Albert, Pawel Glöckner, Bjarne Pfitzner, Bert Arnrich

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

Choosing the Appropriate QRS Detector.

Justus Eilers, Jonas Chromik, Bert Arnrich

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Using Machine Learning to Predict Perceived Exertion During Resistance Training With Wearable Heart Rate and Movement Sensors.

Justin Amadeus Albert, Arne Herdick, Clemens Markus Brahms, Urs Granacher, Bert Arnrich

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New Evidence.

Florian Borchert, Laura Meister, Thomas Langer, Markus Follmann, Bert Arnrich, Matthieu-P. Schapranow

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology.

Netzahualcóyotl Hernández, Jens Lundström, Jesús Favela, Ian R. McChesney, Bert Arnrich

SN Comput. Sci., 2020

How We Found Our IMU: Guidelines to IMU Selection and a Comparison of Seven IMUs for Pervasive Healthcare Applications.

Lin Zhou, Eric Fischer, Can Tunca, Clemens Markus Brahms, Cem Ersoy, Urs Granacher, Bert Arnrich

Sensors, 2020

IMU-Based Movement Trajectory Heatmaps for Human Activity Recognition.

Orhan Konak, Pit Wegner, Bert Arnrich

Sensors, 2020

Evaluation of the Pose Tracking Performance of the Azure Kinect and Kinect v2 for Gait Analysis in Comparison with a Gold Standard: A Pilot Study.

Justin Amadeus Albert, Victor Owolabi, Arnd Gebel, Clemens Markus Brahms, Urs Granacher, Bert Arnrich

Sensors, 2020

Self-prediction of seizures in drug resistance epilepsy using digital phenotyping: a concept study.

Sidratul Moontaha, Nico Steckhan, Arpita Kappattanavar, Rainer Surges, Bert Arnrich

Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

Will You Be My Quarantine: A Computer Vision and Inertial Sensor Based Home Exercise System.

Justin Amadeus Albert, Lin Zhou, Pawel Glöckner, Justin Trautmann, Lisa Ihde, Justus Eilers, Mohammed Kamal, Bert Arnrich

Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

Tangle Ledger for Decentralized Learning.

Robert Schmid, Bjarne Pfitzner, Jossekin Beilharz, Bert Arnrich, Andreas Polze

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

ALPS: A Web Platform for Analysing Multimodal Sensor Data in the Context of Digital Health.

Felix Musmann, Ariane Morassi Sasso, Bert Arnrich

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Position Matters: Sensor Placement for Sitting Posture Classification.

Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Validation of an IMU Gait Analysis Algorithm for Gait Monitoring in Daily Life Situations.

Lin Zhou, Can Tunca, Eric Fischer, Clemens Markus Brahms, Cem Ersoy, Urs Granacher, Bert Arnrich

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

HYPE: Predicting Blood Pressure from Photoplethysmograms in a Hypertensive Population.

Ariane Morassi Sasso, Suparno Datta, Michael Jeitler, Nico Steckhan, Christian S. Kessler, Andreas Michalsen, Bert Arnrich, Erwin P. Böttinger

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia.

Netzahualcóyotl Hernández, Matias Garcia-Constantino, Jessica Beltrán-Márquez, Pascal Hecker, Jesús Favela, Joseph Rafferty, Ian Cleland, Irvin Hussein López-Nava, Bert Arnrich, Ian R. McChesney

EAI Endorsed Trans. Pervasive Health Technol., 2019

Stress detection in daily life scenarios using smart phones and wearable sensors: A survey.

Yekta Said Can, Bert Arnrich, Cem Ersoy

J. Biomed. Informatics, 2019

A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform.

Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha

J. Ambient Intell. Humaniz. Comput., 2019

An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor.

Netzahualcóyotl Hernández, Batur Burcu Demiray, Bert Arnrich, Jesús Favela

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

2018

WIP: Daily Life Oriented Indoor Localization by Fusion of Smartphone Sensors and Wi-Fi.

Ayse Vildan Nurdag, Bert Arnrich, Arda Yurdakul

Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

2017

Inertial Sensor-Based Robust Gait Analysis in Non-Hospital Settings for Neurological Disorders.

Can Tunca, Nezihe Pehlivan, Nagme Ak, Bert Arnrich, Gülüstü Salur, Cem Ersoy

Sensors, 2017

Variability Analysis of Therapeutic Movements using Wearable Inertial Sensors.

Irvin Hussein López-Nava, Bert Arnrich, Angélica Muñoz-Meléndez, Arzu Güneysu

J. Medical Syst., 2017

Sign sentence recognition with smart watches.

Deniz Ekiz, Gamze Ege Kaya, Serkan Bugur, Sila Guler, Buse Buz, Bilgin Kosucu, Bert Arnrich

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Sleep apnea detection via smart phones.

Burçin Camci, Ali Yavuz Kahveci, Bert Arnrich, Cem Ersoy

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

SmokeWatch: A smartwatch smoking cessation assistant.

Ozgur Akyazi, Sahin Batmaz, Bilgin Kosucu, Bert Arnrich

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Socially assistive child-robot interaction in physical exercise coaching.

Arzu Güneysu, Bert Arnrich

Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

Data Quality in Mobile Sensing Datasets for Pervasive Healthcare.

Netzahualcóyotl Hernández, Luís A. Castro, Jesús Favela, Layla Michán, Bert Arnrich

Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016

Towards an Emotional Engagement Model: Can Affective States of a Learner be Automatically Detected in a 1: 1 Learning Scenario?

Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, David Stanhill, Bert Arnrich, Asli Arslan Esme

Proceedings of the Late-breaking Results, 2016

mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns.

Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Gökhan Remzi Yavuz, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Semi-supervised model personalization for improved detection of learner's emotional engagement.

Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, Bert Arnrich, Asli Arslan Esme

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2015

Exploring the link between behaviour and health.

Franz Gravenhorst, Venet Osmani, Bert Arnrich, Amir Muaremi

Pers. Ubiquitous Comput., 2015

Mobile phones as medical devices in mental disorder treatment: an overview.

Franz Gravenhorst, Amir Muaremi, Jakob E. Bardram, Agnes Grünerbl, Oscar Mayora, Gabriel Wurzer, Mads Frost, Venet Osmani, Bert Arnrich, Paul Lukowicz, Gerhard Tröster

Pers. Ubiquitous Comput., 2015

SonicSeat: design and evaluation of a seat position tracker based on ultrasonic sound measurements for rowing technique analysis.

Franz Gravenhorst, Christoph Thiem, Bernd Tessendorf, Rolf Adelsberger, Bert Arnrich, Conny Draper, Richard M. Smith, Gerhard Tröster

J. Ambient Intell. Humaniz. Comput., 2015

Thought and Life Logging: A Pilot Study.

Netzahualcóyotl Hernández, Gökhan Remzi Yavuz, Rasit Mete Esrefoglu, Tarik Berkant Kepez, Abdülmecit Özdemir, Batur Burcu Demiray, Hasan Faik Alan, Cem Ersoy, Sarah Untersander, Bert Arnrich

Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

Children's rehabilitation with humanoid robots and wearable inertial measurement units.

Arzu Güneysu, Bert Arnrich, Cem Ersoy

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

2014

Understanding aspects of pilgrimage using social networks derived from smartphones.

Amir Muaremi, Agon Bexheti, Franz Gravenhorst, Julia Seiter, Sebastian Feese, Bert Arnrich, Gerhard Tröster

Pervasive Mob. Comput., 2014

Playful interactions and serious games.

Albert Ali Salah, Ben A. M. Schouten, Stefan Göbel, Bert Arnrich

J. Ambient Intell. Smart Environ., 2014

Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project.

Oscar Mayora, Mads Frost, Bert Arnrich, Franz Gravenhorst, Agnes Grünerbl, Amir Muaremi, Venet Osmani, Alessandro Puiatti, Nina Reichwaldt, Corinna Scharnweber, Gerhard Tröster

Int. J. Handheld Comput. Res., 2014

A crowdsourced SkyMap.

Bilgin Kosucu, Bert Arnrich, Cem Ersoy

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Sensor Log: A mobile data collection and annotation application.

Hasan Faik Alan, Bert Arnrich, Cem Ersoy, Burcu Cinaz

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Assessing Bipolar Episodes Using Speech Cues Derived from Phone Calls.

Amir Muaremi, Franz Gravenhorst, Agnes Grünerbl, Bert Arnrich, Gerhard Tröster

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2014

Sensing Healthy Lifestyle in Urban and Rural Environments.

Bert Arnrich, Naime Seyma Erdem, Hasan Faik Alan, Cem Ersoy

Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014

Monitoring the impact of stress on the sleep patterns of pilgrims using wearable sensors.

Amir Muaremi, Agon Bexheti, Franz Gravenhorst, Bert Arnrich, Gerhard Tröster

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

Towards long term monitoring of electrodermal activity in daily life.

Cornelia Kappeler-Setz, Franz Gravenhorst, Johannes Schumm, Bert Arnrich, Gerhard Tröster

Pers. Ubiquitous Comput., 2013

Monitoring of mental workload levels during an everyday life office-work scenario.

Burcu Cinaz, Bert Arnrich, Roberto La Marca, Gerhard Tröster

Pers. Ubiquitous Comput., 2013

Mental health and the impact of ubiquitous technologies.

Bert Arnrich, Venet Osmani, Jakob E. Bardram

Pers. Ubiquitous Comput., 2013

Personal health systems for bipolar disorder Anecdotes, challenges and lessons learnt from MONARCA project.

Oscar Mayora, Bert Arnrich, Jakob E. Bardram, Carsten Drager, Andrea Finke, Mads Frost, Silvia Giordano, Franz Gravenhorst, Agnes Grünerbl, Christian Haring, Reinhold Haux, Paul Lukowicz, Amir Muaremi, Steven Mudda, Stefan Ohler, Alessandro Puiatti, Nina Reichwaldt, Corinna Scharnweber, Gerhard Tröster, Lars Vedel Kessing, Gabriel Wurzer

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

Towards monitoring firefighting teams with the smartphone.

Sebastian Feese, Bert Arnrich, Mirco Rossi, Gerhard Tröster, Michael J. Burtscher, Bertolt Meyer, Klaus Jonas

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

Merging Inhomogeneous Proximity Sensor Systems for Social Network Analysis.

Amir Muaremi, Franz Gravenhorst, Julia Seiter, Agon Bexheti, Bert Arnrich, Gerhard Tröster

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Activity monitoring in daily life as an outcome measure for surgical pain relief intervention using smartphones.

Julia Seiter, Sebastian Feese, Bert Arnrich, Gerhard Tröster, Oliver Amft, Lucian Macrea, Konrad Maurer

Proceedings of the 17th Annual International Symposium on Wearable Computers. ISWC 2013, 2013

Sensing group proximity dynamics of firefighting teams using smartphones.

Sebastian Feese, Bert Arnrich, Gerhard Tröster, Michael J. Burtscher, Bertolt Meyer, Klaus Jonas

Proceedings of the 17th Annual International Symposium on Wearable Computers. ISWC 2013, 2013

CoenoFire: monitoring performance indicators of firefighters in real-world missions using smartphones.

Sebastian Feese, Bert Arnrich, Gerhard Tröster, Michael J. Burtscher, Bertolt Meyer, Klaus Jonas

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Evaluating Daily Life Activity Using Smartphones as Novel Outcome Measure for Surgical Pain Therapy.

Julia Seiter, Lucian Macrea, Oliver Amft, Sebastian Feese, Bert Arnrich, Konrad Maurer, Gerhard Tröster

Proceedings of the 8th International Conference on Body Area Networks, 2013

Monitor Pilgrims: Prayer Activity Recognition using Wearable Sensors.

Amir Muaremi, Julia Seiter, Franz Gravenhorst, Agon Bexheti, Bert Arnrich, Gerhard Tröster

Proceedings of the 8th International Conference on Body Area Networks, 2013

Towards a Mobile Galvanic Skin Response Measurement System for Mentally Disordered Patients.

Franz Gravenhorst, Amir Muaremi, Agnes Grünerbl, Bert Arnrich, Gerhard Tröster

Proceedings of the 8th International Conference on Body Area Networks, 2013

2012

ECG Monitoring in an Airplane Seat: Appraising the Signal Quality.

Johannes Schumm, Bert Arnrich, Gerhard Tröster

IEEE Pervasive Comput., 2012

Implementation and evaluation of wearable reaction time tests.

Burcu Cinaz, Christian Vogt, Bert Arnrich, Gerhard Tröster

Pervasive Mob. Comput., 2012

A case study on monitoring reaction times with a wearable user interface during daily life.

Burcu Cinaz, Bert Arnrich, Roberto La Marca, Gerhard Tröster

Int. J. Comput. Heal., 2012

Quantifying Behavioral Mimicry by Automatic Detection of Nonverbal Cues from Body Motion.

Sebastian Feese, Bert Arnrich, Gerhard Tröster, Bertolt Meyer, Klaus Jonas

Proceedings of the 2012 International Conference on Privacy, 2012

One IMU Is Sufficient: A Study Evaluating Effects of Dual-Tasks on Gait in Elderly People.

Rolf Adelsberger, Nathan Theill, Vera Schumacher, Bert Arnrich, Gerhard Tröster

Proceedings of the Wireless Mobile Communication and Healthcare, 2012

A Data-Driven Approach to Kinematic Analysis in Running Using Wearable Technology.

Christina Strohrmann, Mirco Rossi, Bert Arnrich, Gerhard Tröster

Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

SonicSeat: a seat position tracker based on ultrasonic sound measurements for rowing technique analysis.

Franz Gravenhorst, Bernd Tessendorf, Rolf Adelsberger, Bert Arnrich, Gerhard Tröster, Christoph Thiem

Proceedings of the 7th International Conference on Body Area Networks, 2012

2011

Discriminating Individually Considerate and Authoritarian Leaders by Speech Activity Cues.

Sebastian Feese, Amir Muaremi, Bert Arnrich, Gerhard Tröster, Bertolt Meyer, Klaus Jonas

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Monitoring of cognitive functioning by measuring reaction times with wearable devices.

Burcu Cinaz, Bert Arnrich, Gerhard Tröster

Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Detecting Posture Mirroring in Social Interactions with Wearable Sensors.

Sebastian Feese, Bert Arnrich, Gerhard Tröster, Bertolt Meyer, Klaus Jonas

Proceedings of the 15th IEEE International Symposium on Wearable Computers (ISWC 2011), 2011

A Wearable User Interface for Measuring Reaction Time.

Burcu Cinaz, Christian Vogt, Bert Arnrich, Gerhard Tröster

Proceedings of the Ambient Intelligence, 2011

2010

Discriminating stress from cognitive load using a wearable EDA device.

Cornelia Setz, Bert Arnrich, Johannes Schumm, Roberto La Marca, Gerhard Tröster, Ulrike Ehlert

IEEE Trans. Inf. Technol. Biomed., 2010

What does your chair know about your stress level?

Bert Arnrich, Cornelia Setz, Roberto La Marca, Gerhard Tröster, Ulrike Ehlert

IEEE Trans. Inf. Technol. Biomed., 2010

Unobtrusive physiological monitoring in an airplane seat.

Johannes Schumm, Cornelia Setz, Marc Bächlin, Marcel Bächler, Bert Arnrich, Gerhard Tröster

Pers. Ubiquitous Comput., 2010

Recognizing turns and other snowboarding activities with a gyroscope.

Thomas Holleczek, Jona Schoch, Bert Arnrich, Gerhard Tröster

Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), 2010

UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness.

Bert Arnrich, Venet Osmani, Giuseppe Riva, Jakob E. Bardram

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2009

Towards an Interactive Snowboarding Assistance System.

Thomas Holleczek, Christoph Zysset, Bert Arnrich, Daniel Roggen, Gerhard Tröster

Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), 2009

Using ensemble classifier systems for handling missing data in emotion recognition from physiology: One step towards a practical system.

Cornelia Setz, Johannes Schumm, Claudia Lorenz, Bert Arnrich, Gerhard Tröster

Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008

Activity and emotion recognition to support early diagnosis of psychiatric diseases.

David Tacconi, Oscar Mayora, Paul Lukowicz, Bert Arnrich, Cornelia Setz, Gerhard Tröster, Christian Haring

Proceedings of the 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, 2008

Effect of movements on the electrodermal response after a startle event.

Johannes Schumm, Marc Bächlin, Cornelia Setz, Bert Arnrich, Daniel Roggen, Gerhard Tröster

Proceedings of the 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, 2008

2006

Data mart based research in heart surgery

Bert Arnrich

PhD thesis, 2006

2005

The UK MARIBS Breast Screening Study: Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods.

Tim W. Nattkemper, Bert Arnrich, Oliver Lichte, Wiebke Timm, Andreas Degenhard, Linda Pointon, Carmel Hayes, Martin O. Leach

Artif. Intell. Medicine, 2005

PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees.

Bert Arnrich, Alexander Albert, Jörg A. Walter

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2004

Data Mart based Research in Heart Surgery: Challenges and Benefit.

Bert Arnrich, Jörg A. Walter, Alexander Albert, Jürgen Ennker, Helge J. Ritter

Proceedings of the MEDINFO 2004, 2004

2000

Learning Fine Positioning of a Robot Manipulator Based on Gabor Wavelets.

Jörg A. Walter, Bert Arnrich, Christian Scheering

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Gabor Filters for Object Localization and Robot Grasping.

Jörg A. Walter, Bert Arnrich

Proceedings of the 15th International Conference on Pattern Recognition, 2000