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ORCIDBert Arnrich
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- affiliation: ETH Zurich, Switzerland
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2020 – today
- 2024
[j44]Justin Amadeus Albert
, Bert Arnrich:
A computer vision approach to continuously monitor fatigue during resistance training. Biomed. Signal Process. Control. 89: 105701 (2024)- [j43]Jonas Chromik, Anne Rike Flint, Mona Prendke, Bert Arnrich, Akira-Sebastian Poncette:
Enabling machine learning models in alarm fatigue research: Creation of a large relevance-annotated oxygen saturation alarm data set. Comput. Biol. Medicine 183: 109244 (2024) - [j42]Jonas Chromik, Anne Rike Flint, Bert Arnrich:
ARTEMIS: An alarm threshold and policy mining system for the intensive care unit. Int. J. Medical Informatics 184: 105349 (2024) - [c81]Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub:
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. ICLR 2024 - [c80]Fabian Stolp, Malte Stellmacher, Bert Arnrich:
CognitIDE: An IDE Plugin for Mapping Physiological Measurements to Source Code. SIGSOFT FSE Companion 2024: 592-596 - [c79]Silvan Wehrli, Chisom Ezekannagha, Georges Hattab, Tamara Boender, Bert Arnrich, Christopher Irrgang:
Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic. WASSA 2024: 153-167 - [i7]Silvan Wehrli, Bert Arnrich, Christopher Irrgang:
German Text Embedding Clustering Benchmark. CoRR abs/2401.02709 (2024) - 2023
- [j41]Stefan Kalabakov, Borche Jovanovski, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski:
Federated Learning for Activity Recognition: A System Level Perspective. IEEE Access 11: 64442-64457 (2023) - [j40]Justin Amadeus Albert, Arne Herdick, Clemens Markus Brahms, Urs Granacher, Bert Arnrich:
PERSIST: A Multimodal Dataset for the Prediction of Perceived Exertion during Resistance Training. Data 8(1): 9 (2023) - [j39]Sidratul Moontaha, Bert Arnrich, Andreas Galka:
State Space Modeling of Event Count Time Series. Entropy 25(10): 1372 (2023) - [j38]Ana Cholakoska, Hristijan Gjoreski, Valentin Rakovic, Daniel Denkovski, Marija Kalendar, Bjarne Pfitzner, Bert Arnrich:
Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments. IEEE Internet Comput. 27(4): 15-22 (2023) - [j37]Sidratul Moontaha, Franziska Elisabeth Friederike Schumann, Bert Arnrich:
Online Learning for Wearable EEG-Based Emotion Classification. Sensors 23(5): 2387 (2023) - [j36]Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Sidratul Moontaha, Nico Steckhan, Bert Arnrich:
Food Choices after Cognitive Load: An Affective Computing Approach. Sensors 23(14): 6597 (2023) - [j35]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:
HARE: Unifying the Human Activity Recognition Engineering Workflow. Sensors 23(23): 9571 (2023) - [c78]Sidratul Moontaha, Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Bert Arnrich:
Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry. HEALTHINF 2023: 41-51 - [c77]Denise Schmidt, Jonas Chromik, Bert Arnrich:
Recommender System for Alarm Thresholds in Medical Patient Monitors. HEALTHINF 2023: 74-85 - [c76]Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich:
Overcoming Data Scarcity in Human Activity Recognition. EMBC 2023: 1-7 - [c75]Oscar Mayora, Bert Arnrich, Tiago João Guerreiro, Filipa Ferreira-Brito, Mitja Lustrek, Hristijan Gjoreski:
Digital Therapeutics Evolution What kind of Research Will Make the Difference in this Area? UbiComp/ISWC Adjunct 2023: 788-790 - [c74]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:
Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features. INTERSPEECH 2023: 1518-1522 - [c73]Orhan Konak, Alexander Wischmann, Robin Van De Water, Bert Arnrich:
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition. iWOAR 2023: 21:1-21:6 - [c72]Silvan Wehrli, Bert Arnrich, Christopher Irrgang:
German Text Embedding Clustering Benchmark. KONVENS 2023: 187-201 - [i6]Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub:
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. CoRR abs/2306.05109 (2023) - [i5]Orhan Konak, Alexander Wischmann, Robin Van De Water, Bert Arnrich:
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition. CoRR abs/2307.02906 (2023) - [i4]Florian Borchert, Ignacio Llorca, Roland Roller, Bert Arnrich, Matthieu-P. Schapranow:
xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization. CoRR abs/2310.11275 (2023) - 2022
- [j34]Christoph Anders, Bert Arnrich:
Wearable electroencephalography and multi-modal mental state classification: A systematic literature review. Comput. Biol. Medicine 150: 106088 (2022) - [j33]Jonas Chromik, Sophie Anne Ines Klopfenstein, Bjarne Pfitzner, Zeena-Carola Sinno, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette:
Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review. Frontiers Digit. Health 4 (2022) - [j32]Pascal Hecker, Nico Steckhan, Florian Eyben, Björn W. Schuller, Bert Arnrich:
Voice Analysis for Neurological Disorder Recognition-A Systematic Review and Perspective on Emerging Trends. Frontiers Digit. Health 4 (2022) - [j31]Jonas Chromik, Kristina Kirsten, Arne Herdick, Arpita Mallikarjuna Kappattanavar, Bert Arnrich:
SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies. Sensors 22(1): 408 (2022) - [j30]Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich:
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data. Sensors 22(14): 5195 (2022) - [c71]Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. HEALTHINF 2022: 26-34 - [c70]Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit. BIOSTEC (Selected Papers) 2022: 215-236 - [c69]Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Extracting Alarm Events from the MIMIC-III Clinical Database. HEALTHINF 2022: 328-335 - [c68]Arpita Kappattanavar, Marten Kremser, Bert Arnrich:
Have Your Cake and Log it Too: A Pilot Study Leveraging IMU Sensors for Real-time Food Journaling Notifications. HEALTHINF 2022: 532-541 - [c67]Orhan Konak, Pit Wegner, Justin Amadeus Albert, Bert Arnrich:
Unsupervised Activity Recognition Using Trajectory Heatmaps from Inertial Measurement Unit Data. ICAART (2) 2022: 304-312 - [c66]Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Björn W. Schuller, Bert Arnrich:
Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation. ICMLA 2022: 337-344 - [c65]Lin Zhou, Eric Fischer, Clemens Markus Brahms, Urs Granacher, Bert Arnrich:
Using Transparent Neural Networks and Wearable Inertial Sensors to Generate Physiologically-Relevant Insights for Gait. ICMLA 2022: 1274-1280 - [c64]Julia Joch, Kristina Kirsten, Bert Arnrich:
Hand Gesture Recognition in Daily Life as an Additional Tool for Unobtrusive Data Labeling in Medical Studies. iWOAR 2022: 5:1-5:7 - [c63]Florian Borchert, Christina Lohr, Luise Modersohn, Jonas Witt, Thomas Langer, Markus Follmann, Matthias Gietzelt, Bert Arnrich, Udo Hahn, Matthieu-P. Schapranow:
GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers. LREC 2022: 3650-3660 - [i3]Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich:
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data. CoRR abs/2205.03168 (2022) - [i2]Bjarne Pfitzner, Bert Arnrich:
DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder. CoRR abs/2211.11591 (2022) - 2021
- [j29]Jonas Chromik, Lukas Pirl, Jossekin Beilharz, Bert Arnrich, Andreas Polze:
Certainty in QRS detection with artificial neural networks. Biomed. Signal Process. Control. 68: 102628 (2021) - [j28]Justin Trautmann, Lin Zhou, Clemens Markus Brahms, Can Tunca, Cem Ersoy, Urs Granacher, Bert Arnrich:
TRIPOD - A Treadmill Walking Dataset with IMU, Pressure-Distribution and Photoelectric Data for Gait Analysis. Data 6(9): 95 (2021) - [j27]Ariane Sasso, Jost Morgenstern, Felix Musmann, Bert Arnrich:
Devicely: A Python package for reading, timeshifting and writing sensor data. J. Open Source Softw. 6(66): 3679 (2021) - [j26]Bjarne Pfitzner, Nico Steckhan, Bert Arnrich:
Federated Learning in a Medical Context: A Systematic Literature Review. ACM Trans. Internet Techn. 21(2): 50:1-50:31 (2021) - [c62]Florian Borchert, Laura Meister, Thomas Langer, Markus Follmann, Bert Arnrich, Matthieu-P. Schapranow:
Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New Evidence. AMIA 2021 - [c61]Justin Amadeus Albert, Arne Herdick, Clemens Markus Brahms, Urs Granacher, Bert Arnrich:
Using Machine Learning to Predict Perceived Exertion During Resistance Training With Wearable Heart Rate and Movement Sensors. BIBM 2021: 801-808 - [c60]Justus Eilers, Jonas Chromik, Bert Arnrich:
Choosing the Appropriate QRS Detector. BIOSIGNALS 2021: 50-59 - [c59]Justin Amadeus Albert, Pawel Glöckner, Bjarne Pfitzner, Bert Arnrich:
Data Augmentation of Kinematic Time-Series From Rehabilitation Exercises Using GANs. COINS 2021: 1-6 - [c58]Wiktoria Staszak, Jonas Chromik, Katarina Braune, Bert Arnrich:
Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes. EMBC 2021: 1472-1475 - [c57]Jonas Chromik, Bert Arnrich:
Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments*. EMBC 2021: 1806-1809 - [c56]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:
Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning. EMBC 2021: 2211-2214 - [c55]Ana Cholakoska, Bjarne Pfitzner, Hristijan Gjoreski, Valentin Rakovic, Bert Arnrich, Marija Kalendar:
Differentially Private Federated Learningfor Anomaly Detection in eHealth Networks. UbiComp/ISWC Adjunct 2021: 514-518 - [c54]Kristina Kirsten, Bjarne Pfitzner, Lando Löper, Bert Arnrich:
Sensor-Based Obsessive-Compulsive Disorder Detection With Personalised Federated Learning. ICMLA 2021: 333-339 - [c53]Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich, Björn W. Schuller:
Speaking Corona? Human and Machine Recognition of COVID-19 from Voice. Interspeech 2021: 1029-1033 - [c52]Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid, Paul Geppert, Bert Arnrich, Andreas Polze:
Implicit model specialization through dag-based decentralized federated learning. Middleware 2021: 310-322 - [c51]Vincent Xeno Rahn, Lin Zhou, Eric Klieme, Bert Arnrich:
Optimal Sensor Placement for Human Activity Recognition with a Minimal Smartphone-IMU Setup. SENSORNETS 2021: 37-48 - [i1]Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid, Paul Geppert, Bert Arnrich, Andreas Polze:
Implicit Model Specialization through DAG-based Decentralized Federated Learning. CoRR abs/2111.01257 (2021) - 2020
- [j25]Lin Zhou, Eric Fischer, Can Tunca, Clemens Markus Brahms, Cem Ersoy, Urs Granacher, Bert Arnrich:
How We Found Our IMU: Guidelines to IMU Selection and a Comparison of Seven IMUs for Pervasive Healthcare Applications. Sensors 20(15): 4090 (2020) - [j24]Justin Amadeus Albert, Victor Owolabi, Arnd Gebel, Clemens Markus Brahms, Urs Granacher, Bert Arnrich:
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. Sensors 20(18): 5104 (2020) - [j23]Orhan Konak, Pit Wegner, Bert Arnrich:
IMU-Based Movement Trajectory Heatmaps for Human Activity Recognition. Sensors 20(24): 7179 (2020) - [j22]Netzahualcóyotl Hernández, Jens Lundström, Jesús Favela, Ian R. McChesney, Bert Arnrich:
Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology. SN Comput. Sci. 1(1): 66 (2020) - [c50]Ariane Morassi Sasso, Suparno Datta, Michael Jeitler, Nico Steckhan, Christian S. Kessler, Andreas Michalsen, Bert Arnrich, Erwin P. Böttinger:
HYPE: Predicting Blood Pressure from Photoplethysmograms in a Hypertensive Population. AIME 2020: 325-335 - [c49]Lin Zhou, Can Tunca, Eric Fischer, Clemens Markus Brahms, Cem Ersoy, Urs Granacher, Bert Arnrich:
Validation of an IMU Gait Analysis Algorithm for Gait Monitoring in Daily Life Situations. EMBC 2020: 4229-4232 - [c48]Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger:
Position Matters: Sensor Placement for Sitting Posture Classification. ICHI 2020: 1-6 - [c47]Felix Musmann, Ariane Morassi Sasso, Bert Arnrich:
ALPS: A Web Platform for Analysing Multimodal Sensor Data in the Context of Digital Health. ICHI 2020: 1-12 - [c46]Robert Schmid, Bjarne Pfitzner, Jossekin Beilharz, Bert Arnrich, Andreas Polze:
Tangle Ledger for Decentralized Learning. IPDPS Workshops 2020: 852-859 - [c45]Justin Amadeus Albert, Lin Zhou, Pawel Glöckner, Justin Trautmann, Lisa Ihde, Justus Eilers, Mohammed Kamal, Bert Arnrich:
Will You Be My Quarantine: A Computer Vision and Inertial Sensor Based Home Exercise System. PervasiveHealth 2020: 380-383 - [c44]Sidratul Moontaha, Nico Steckhan, Arpita Kappattanavar, Rainer Surges, Bert Arnrich:
Self-prediction of seizures in drug resistance epilepsy using digital phenotyping: a concept study. PervasiveHealth 2020: 384-387
2010 – 2019
- 2019
- [j21]Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha:
A multi-site study on walkability, data sharing and privacy perception using mobile sensing data gathered from the mk-sense platform. J. Ambient Intell. Humaniz. Comput. 10(6): 2199-2211 (2019) - [j20]Yekta Said Can, Bert Arnrich, Cem Ersoy:
Stress detection in daily life scenarios using smart phones and wearable sensors: A survey. J. Biomed. Informatics 92 (2019) - [j19]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:
Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia. EAI Endorsed Trans. Pervasive Health Technol. 5(19): e5 (2019) - [c43]Netzahualcóyotl Hernández, Batur Burcu Demiray, Bert Arnrich, Jesús Favela:
An Exploratory Study to Detect Temporal Orientation Using Bluetooth's sensor. PervasiveHealth 2019: 292-297 - 2018
- [c42]Ayse Vildan Nurdag, Bert Arnrich, Arda Yurdakul:
WIP: Daily Life Oriented Indoor Localization by Fusion of Smartphone Sensors and Wi-Fi. SMARTCOMP 2018: 258-260 - 2017
- [j18]Irvin Hussein López-Nava, Bert Arnrich, Angélica Muñoz-Meléndez, Arzu Güneysu:
Variability Analysis of Therapeutic Movements using Wearable Inertial Sensors. J. Medical Syst. 41(1): 7:1-7:19 (2017) - [j17]Can Tunca, Nezihe Pehlivan, Nagme Ak, Bert Arnrich, Gülüstü Salur, Cem Ersoy:
Inertial Sensor-Based Robust Gait Analysis in Non-Hospital Settings for Neurological Disorders. Sensors 17(4): 825 (2017) - [c41]Arzu Güneysu, Bert Arnrich:
Socially assistive child-robot interaction in physical exercise coaching. RO-MAN 2017: 670-675 - [c40]Ozgur Akyazi, Sahin Batmaz, Bilgin Kosucu, Bert Arnrich:
SmokeWatch: A smartwatch smoking cessation assistant. SIU 2017: 1-4 - [c39]Burçin Camci, Ali Yavuz Kahveci, Bert Arnrich, Cem Ersoy:
Sleep apnea detection via smart phones. SIU 2017: 1-4 - [c38]Deniz Ekiz, Gamze Ege Kaya, Serkan Bugur, Sila Guler, Buse Buz, Bilgin Kosucu, Bert Arnrich:
Sign sentence recognition with smart watches. SIU 2017: 1-4 - [p1]Netzahualcóyotl Hernández, Luís A. Castro, Jesús Favela, Layla Michán, Bert Arnrich:
Data Quality in Mobile Sensing Datasets for Pervasive Healthcare. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 217-238 - 2016
- [c37]Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, Bert Arnrich, Asli Arslan Esme:
Semi-supervised model personalization for improved detection of learner's emotional engagement. ICMI 2016: 100-107 - [c36]Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Gökhan Remzi Yavuz, Cem Ersoy, Batur Burcu Demiray, Jesús Fontecha:
mk-sense: An Extensible Platform to Conduct Multi-institutional Mobile Sensing Campaigns. UCAmI (1) 2016: 207-216 - [c35]Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, David Stanhill, Bert Arnrich, Asli Arslan Esme:
Towards an Emotional Engagement Model: Can Affective States of a Learner be Automatically Detected in a 1: 1 Learning Scenario? UMAP (Extended Proceedings) 2016 - 2015
- [j16]Franz Gravenhorst, Christoph Thiem, Bernd Tessendorf, Rolf Adelsberger, Bert Arnrich, Conny Draper, Richard M. Smith, Gerhard Tröster:
SonicSeat: design and evaluation of a seat position tracker based on ultrasonic sound measurements for rowing technique analysis. J. Ambient Intell. Humaniz. Comput. 6(5): 613-622 (2015) - [j15]Franz Gravenhorst, Venet Osmani, Bert Arnrich, Amir Muaremi:
Exploring the link between behaviour and health. Pers. Ubiquitous Comput. 19(2): 255-257 (2015) - [j14]Franz Gravenhorst, Amir Muaremi, Jakob E. Bardram, Agnes Grünerbl, Oscar Mayora, Gabriel Wurzer, Mads Frost, Venet Osmani, Bert Arnrich, Paul Lukowicz, Gerhard Tröster:
Mobile phones as medical devices in mental disorder treatment: an overview. Pers. Ubiquitous Comput. 19(2): 335-353 (2015) - [c34]Arzu Güneysu, Bert Arnrich, Cem Ersoy:
Children's rehabilitation with humanoid robots and wearable inertial measurement units. PervasiveHealth 2015: 249-252 - [c33]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:
Thought and Life Logging: A Pilot Study. UCAmI 2015: 26-36 - [e1]Bert Arnrich, Cem Ersoy, Anind K. Dey, Kai Kunze, Nadia Berthouze:
9th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2015, Istanbul, Turkey, 20-23 May 2015. ICST 2015 [contents] - 2014
- [j13]Oscar Mayora, Mads Frost, Bert Arnrich, Franz Gravenhorst, Agnes Grünerbl, Amir Muaremi, Venet Osmani, Alessandro Puiatti, Nina Reichwaldt, Corinna Scharnweber, Gerhard Tröster:
Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project. Int. J. Handheld Comput. Res. 5(1): 1-12 (2014) - [j12]Albert Ali Salah, Ben A. M. Schouten, Stefan Göbel, Bert Arnrich:
Playful interactions and serious games. J. Ambient Intell. Smart Environ. 6(3): 259-262 (2014) - [j11]Amir Muaremi, Agon Bexheti, Franz Gravenhorst, Julia Seiter, Sebastian Feese, Bert Arnrich, Gerhard Tröster:
Understanding aspects of pilgrimage using social networks derived from smartphones. Pervasive Mob. Comput. 15: 166-180 (2014) - [c32]Amir Muaremi, Agon Bexheti, Franz Gravenhorst, Bert Arnrich, Gerhard Tröster:
Monitoring the impact of stress on the sleep patterns of pilgrims using wearable sensors. BHI 2014: 185-188 - [c31]Bert Arnrich, Naime Seyma Erdem, Hasan Faik Alan, Cem Ersoy:
Sensing Healthy Lifestyle in Urban and Rural Environments. ICCASA 2014: 97-101 - [c30]Amir Muaremi, Franz Gravenhorst, Agnes Grünerbl, Bert Arnrich, Gerhard Tröster:
Assessing Bipolar Episodes Using Speech Cues Derived from Phone Calls. MindCare 2014: 103-114 - [c29]Bilgin Kosucu, Bert Arnrich, Cem Ersoy:
A crowdsourced SkyMap. SIU 2014: 1283-1286 - [c28]Hasan Faik Alan, Bert Arnrich, Cem Ersoy, Burcu Cinaz:
Sensor Log: A mobile data collection and annotation application. SIU 2014: 1375-1378 - 2013
- [j10]Bert Arnrich, Venet Osmani, Jakob E. Bardram:
Mental health and the impact of ubiquitous technologies. Pers. Ubiquitous Comput. 17(2): 211-213 (2013) - [j9]Burcu Cinaz, Bert Arnrich, Roberto La Marca, Gerhard Tröster:
Monitoring of mental workload levels during an everyday life office-work scenario. Pers. Ubiquitous Comput. 17(2): 229-239 (2013) - [j8]Cornelia Kappeler-Setz, Franz Gravenhorst, Johannes Schumm, Bert Arnrich, Gerhard Tröster:
Towards long term monitoring of electrodermal activity in daily life. Pers. Ubiquitous Comput. 17(2): 261-271 (2013) - [c27]Julia Seiter, Lucian Macrea, Oliver Amft, Sebastian Feese, Bert Arnrich, Konrad Maurer, Gerhard Tröster:
Evaluating Daily Life Activity Using Smartphones as Novel Outcome Measure for Surgical Pain Therapy. BODYNETS 2013: 153-156 - [c26]Amir Muaremi, Julia Seiter, Franz Gravenhorst, Agon Bexheti, Bert Arnrich, Gerhard Tröster:
Monitor Pilgrims: Prayer Activity Recognition using Wearable Sensors. BODYNETS 2013: 161-164 - [c25]Franz Gravenhorst, Amir Muaremi, Agnes Grünerbl, Bert Arnrich, Gerhard Tröster:
Towards a Mobile Galvanic Skin Response Measurement System for Mentally Disordered Patients. BODYNETS 2013: 432-435 - [c24]Sebastian Feese, Bert Arnrich, Gerhard Tröster, Michael J. Burtscher, Bertolt Meyer, Klaus Jonas:
CoenoFire: monitoring performance indicators of firefighters in real-world missions using smartphones. UbiComp 2013: 83-92 - [c23]Sebastian Feese, Bert Arnrich, Gerhard Tröster, Michael J. Burtscher, Bertolt Meyer, Klaus Jonas:
Sensing group proximity dynamics of firefighting teams using smartphones. ISWC 2013: 97-104 - [c22]Julia Seiter, Sebastian Feese, Bert Arnrich, Gerhard Tröster, Oliver Amft, Lucian Macrea, Konrad Maurer:
Activity monitoring in daily life as an outcome measure for surgical pain relief intervention using smartphones. ISWC 2013: 127-128 - [c21]Amir Muaremi, Franz Gravenhorst, Julia Seiter, Agon Bexheti, Bert Arnrich, Gerhard Tröster:
Merging Inhomogeneous Proximity Sensor Systems for Social Network Analysis. MobiQuitous 2013: 181-194 - [c20]Sebastian Feese, Bert Arnrich, Mirco Rossi, Gerhard Tröster, Michael J. Burtscher, Bertolt Meyer, Klaus Jonas:
Towards monitoring firefighting teams with the smartphone. PerCom Workshops 2013: 381-384 - [c19]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:
Personal health systems for bipolar disorder Anecdotes, challenges and lessons learnt from MONARCA project. PervasiveHealth 2013: 424-429 - 2012
- [j7]Burcu Cinaz, Bert Arnrich, Roberto La Marca, Gerhard Tröster:
A case study on monitoring reaction times with a wearable user interface during daily life. Int. J. Comput. Heal. 1(4): 283-303 (2012) - [j6]Burcu Cinaz, Christian Vogt, Bert Arnrich, Gerhard Tröster:
Implementation and evaluation of wearable reaction time tests. Pervasive Mob. Comput. 8(6): 813-821 (2012) - [j5]Johannes Schumm, Bert Arnrich, Gerhard Tröster:
ECG Monitoring in an Airplane Seat: Appraising the Signal Quality. IEEE Pervasive Comput. 11(4): 28-34 (2012) - [c18]Franz Gravenhorst, Bernd Tessendorf, Rolf Adelsberger, Bert Arnrich, Gerhard Tröster, Christoph Thiem:
SonicSeat: a seat position tracker based on ultrasonic sound measurements for rowing technique analysis. BODYNETS 2012: 76-81 - [c17]Christina Strohrmann, Mirco Rossi, Bert Arnrich, Gerhard Tröster:
A Data-Driven Approach to Kinematic Analysis in Running Using Wearable Technology. BSN 2012: 118-123 - [c16]Rolf Adelsberger, Nathan Theill, Vera Schumacher, Bert Arnrich, Gerhard Tröster:
One IMU Is Sufficient: A Study Evaluating Effects of Dual-Tasks on Gait in Elderly People. MobiHealth 2012: 51-60 - [c15]Sebastian Feese, Bert Arnrich, Gerhard Tröster, Bertolt Meyer, Klaus Jonas:
Quantifying Behavioral Mimicry by Automatic Detection of Nonverbal Cues from Body Motion. SocialCom/PASSAT 2012: 520-525 - 2011
- [c14]Burcu Cinaz, Christian Vogt, Bert Arnrich, Gerhard Tröster:
A Wearable User Interface for Measuring Reaction Time. AmI 2011: 41-50 - [c13]Sebastian Feese, Bert Arnrich, Gerhard Tröster, Bertolt Meyer, Klaus Jonas:
Detecting Posture Mirroring in Social Interactions with Wearable Sensors. ISWC 2011: 119-120 - [c12]Burcu Cinaz, Bert Arnrich, Gerhard Tröster:
Monitoring of cognitive functioning by measuring reaction times with wearable devices. PervasiveHealth 2011: 514-517 - [c11]Sebastian Feese, Amir Muaremi, Bert Arnrich, Gerhard Tröster, Bertolt Meyer, Klaus Jonas:
Discriminating Individually Considerate and Authoritarian Leaders by Speech Activity Cues. SocialCom/PASSAT 2011: 1460-1465 - 2010
- [j4]Johannes Schumm, Cornelia Setz, Marc Bächlin, Marcel Bächler, Bert Arnrich, Gerhard Tröster:
Unobtrusive physiological monitoring in an airplane seat. Pers. Ubiquitous Comput. 14(6): 541-550 (2010) - [j3]Bert Arnrich, Cornelia Setz, Roberto La Marca, Gerhard Tröster, Ulrike Ehlert:
What does your chair know about your stress level? IEEE Trans. Inf. Technol. Biomed. 14(2): 207-214 (2010) - [j2]Cornelia Setz, Bert Arnrich, Johannes Schumm, Roberto La Marca, Gerhard Tröster, Ulrike Ehlert:
Discriminating stress from cognitive load using a wearable EDA device. IEEE Trans. Inf. Technol. Biomed. 14(2): 410-417 (2010) - [c10]Bert Arnrich, Venet Osmani, Giuseppe Riva, Jakob E. Bardram:
UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness. UbiComp (Adjunct Papers) 2010: 497-500 - [c9]Thomas Holleczek, Jona Schoch, Bert Arnrich, Gerhard Tröster:
Recognizing turns and other snowboarding activities with a gyroscope. ISWC 2010: 1-8
2000 – 2009
- 2009
- [c8]Cornelia Setz, Johannes Schumm, Claudia Lorenz, Bert Arnrich, Gerhard Tröster:
Using ensemble classifier systems for handling missing data in emotion recognition from physiology: One step towards a practical system. ACII 2009: 1-8 - [c7]Thomas Holleczek, Christoph Zysset, Bert Arnrich, Daniel Roggen, Gerhard Tröster:
Towards an Interactive Snowboarding Assistance System. ISWC 2009: 147-148 - 2008
- [c6]David Tacconi, Oscar Mayora, Paul Lukowicz, Bert Arnrich, Cornelia Setz, Gerhard Tröster, Christian Haring:
Activity and emotion recognition to support early diagnosis of psychiatric diseases. PervasiveHealth 2008: 100-102 - [c5]Johannes Schumm, Marc Bächlin, Cornelia Setz, Bert Arnrich, Daniel Roggen, Gerhard Tröster:
Effect of movements on the electrodermal response after a startle event. PervasiveHealth 2008: 315-318 - 2006
- [b1]Bert Arnrich:
Data mart based research in heart surgery. Bielefeld University, Germany, 2006 - 2005
- [j1]Tim W. Nattkemper, Bert Arnrich, Oliver Lichte, Wiebke Timm, Andreas Degenhard, Linda Pointon, Carmel Hayes, Martin O. Leach:
The UK MARIBS Breast Screening Study: Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods. Artif. Intell. Medicine 34(2): 129-139 (2005) - [c4]Bert Arnrich, Alexander Albert, Jörg A. Walter:
PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees. GfKl 2005: 87-94 - 2004
- [c3]Bert Arnrich, Jörg A. Walter, Alexander Albert, Jürgen Ennker, Helge J. Ritter:
Data Mart based Research in Heart Surgery: Challenges and Benefit. MedInfo 2004: 8-12 - 2000
- [c2]Jörg A. Walter, Bert Arnrich:
Gabor Filters for Object Localization and Robot Grasping. ICPR 2000: 4124-4127 - [c1]Jörg A. Walter, Bert Arnrich, Christian Scheering:
Learning Fine Positioning of a Robot Manipulator Based on Gabor Wavelets. IJCNN (5) 2000: 137-142
Coauthor Index
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