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CMPE 491/492 projects available

Paper Semi-supervised Model Personalization for Improved Detection of Learner’s Emotional Engagement accepted for ICMI 2016

Paper mk-sense: An extensible platform to conduct multi-institutional mobile sensing campaigns accepted for UCAmI 2016

Paper Towards an emotional engagement model : Can affective states of a learner be automatically detected in a 1 : 1 learning scenario? accepted for PALE 2016

Paper What good leaders actually do: Micro-level leadership behavior, leader evaluations, and team decision quality accepted in European Journal of Work and Organizational Psychology, 2016

Paper Exploring the link between behaviour and health available online in Personal and Ubiquitous Computing Journal 2015

Paper Mobile phones as medical devices in mental disorder treatment: an overview available online in Personal and Ubiquitous Computing Journal 2015

9th International Conference on Pervasive Computing Technologies for Healthcare

pub:publications:start

Publications

Below please find my publication lists including free download of all peer-reviewed articles.

If you have any question or request please feel free to contact me.

The citation data of all articles are available in BibTex, RIS, and Endnote XML.


Most Recent

Semi-supervised Model Personalization for Improved Detection of Learner’s Emotional Engagement
Nese Alyuz, 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


mk-sense: An extensible platform to conduct multi-institutional mobile sensing campaigns
Netzahualcóyotl Hernández, Bert Arnrich, Jesús Favela, Gokhan Remzi Yavuz, Burcu Demiray, Jesús Fontecha and Cem Ersoy
10th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI), 2016


Towards an emotional engagement model : Can affective states of a learner be automatically detected in a 1 : 1 learning scenario?
Nese Alyuz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, David Stanhill, Bert Arnrich, Asli Arslan Esme
Proceedings of 24th ACM Conference on User Modeling, Adaptation, and Personalization, 2016


What good leaders actually do: Micro-level leadership behavior, leader evaluations, and team decision quality
Bertolt Meyer, B. Burtscher, K. Jonas, S. Feese, B. Arnrich, G. Tröster, Carsten Christoph Schermuly
European Journal of Work and Organizational Psychology, 2016


Exploring the link between behaviour and health
Franz Gravenhorst, Venet Osmani, Bert Arnrich, Amir Muaremi
Personal and Ubiquitous Computing, 19:2, 255-257, 2015


Mobile phones as medical devices in mental disorder treatment: an overview
Franz Gravenhorst, Amir Muaremi, Jakob Bardram, Agnes Grünerbl, Oscar Mayora, Gabriel Wurzer, Mads Frost, Venet Osmani, Bert Arnrich, Paul Lukowicz, Gerhard Tröster
Personal and Ubiquitous Computing, 19:2, 335-353, 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
Journal of Ambient Intelligence and Humanized Computing, 2015


Children’s Rehabilitation with Humanoid Robots and Wearable Inertial Measurement Units
Arzu Guneysu, Bert Arnrich, Cem Ersoy
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015


Thought and life logging: A pilot study
N. Hernández, G. Yavuz, R. Eşrefoğlu, T. Kepez, A. Özdemir, B. Demiray, H. Alan, C. Ersoy, S. Untersander, B. Arnrich
Lecture Notes in Computer Science, 2015


Sensing Healthy Lifestyle in Urban and Rural Environments
Bert Arnrich, Naime Şeyma Erdem, Hasan Faik Alan, Cem Ersoy
Accepted for 3rd International Conference on Context-Aware Systems and Applications, Special Session on Experiences and Lessons Learnt from State-of-the-Art Context Aware Mobile Applications (ELLCAMA), 2014


Playful interactions and serious games
Albert Ali Salah, Ben AM Schouten, Stefan Göbel, Bert Arnrich
Journal of Ambient Intelligence and Smart Environments, 6:3, 259-262, 2014


Sleep Quality Monitoring with the Smart Bed
Daniel Waltisberg, Bert Arnrich, Gerhard Tröster
Pervasive Health - State-of-the-art and Beyond. Human–Computer Interaction Series, Springer London, 211-227, 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 and Mobile Computing, 15, 166–180, 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
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2014


Assessing Bipolar Episodes using Speech Cues derived from Phone Calls
Amir Muaremi, Franz Gravenhorst, Agnes Grunerbl, Bert Arnrich, Gerhard Tröster
International Symposium on Pervasive Computing Paradigms for Mental Health (MindCare), 2014


Sensor Log: A Mobile Data Collection and Annotation Application
Hasan Faik Alan, Bert Arnrich, Cem Ersoy, Burcu Cinaz
Proceedings of the 22nd Signal Processing and Communications Applications Conference (SIU), 2014


A crowdsourced Skymap
Bilgin Koşucu, Bert Arnrich, Cem Ersoy
Proceedings of the 22nd Signal Processing and Communications Applications Conference (SIU), 2014


Personal Health Systems for Bipolar Disorder
O. Mayora, B. Arnrich, J. Bardram, C. Dräger, A. Finke, M. Frost, S. Giordano, F. Gravenhorst, A. Grunerbl, C. Haring, R. Haux, P. Lukowicz, A. Muaremi, S. Mudda, S. Ohler, A. Puiatti, N. Reichwaldt, C. Scharnweber, G. Troester, L. Kessing, G. Wurzer
Proceedings of the 3rd International Workshop on Pervasive Computing Paradigms for Mental Health (MindCare), 2013


Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep
Amir Muaremi, Bert Arnrich, Gerhard Tröster
BioNanoScience, 2013


Mental health and the impact of ubiquitous technologies
Bert Arnrich, Venet Osmani, Jakob Bardram
Personal and Ubiquitous Computing, 17 (2), pp 211-213, 2013


Monitoring of Mental Workload Levels during an Everyday Life Office-Work Scenario
B. Cinaz, B. Arnrich, R. La Marca and G. Tröster
Personal and Ubiquitous Computing, 17:2, pp 229-239, 2013


Towards Long Term Monitoring of Electrodermal Activity in Daily Life
C. Setz, F. Gravenhorst, J. Schumm, B. Arnrich and G. Tröster
Personal and Ubiquitous Computing Journal, 17:2, 261-271, 2013


Towards monitoring firefighting teams with the smartphone
S. Feese, B. Arnrich, M.Rossi, G. Tröster, M. Burtscher, B. Meyer and K. Jonas
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications (PERCOM), pp 381-384, 2013


Monitoring motor capacity changes of children during rehabilitation using body-worn sensors
Christina Strohrmann, Rob Labruyere, Corinna N. Gerber, Hubertus J. van Hedel, Bert Arnrich, Gerhard Tröster
Journal of NeuroEngineering and Rehabilitation, 10:83, 2013


Activity Monitoring in Daily Life as Outcome Measure for Surgical Pain Relief Intervention Using Smartphones
J. Seiter, L. Macrea, S. Feese, O. Amft, B. Arnrich, K. Maurer, G. Tröster
Proceedings of the 17th International Symposium on Wearable Computers (ISWC), pp 127-128, 2013


Evaluating Daily Life Activity Using Smartphones as Novel Outcome Measure for Surgical Pain Therapy
J. Seiter, S. Feese, B. Arnrich, G. Tröster, O. Amft, L. Macrea, K. Maurer
Proceedings of the 8th International Conference on Body Area Networks (BodyNets), pp 153-156, 2013


CoenoFire: Monitoring Performance Indicators of Firefighters in Real-world Missions using Smartphones
S. Feese, B. Arnrich, G. Tröster, M. Burtscher, B. Meyer and K. Jonas
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), pp 83-92, 2013


Sensing Group Proximity Dynamics of Firefighting Teams using Smartphones
S. Feese, B. Arnrich, G. Tröster, M. Burtscher, B. Meyer and K. Jonas
Proceedings of the 2013 International Symposium on Wearable Computers (ISWC), pp 97-104, 2013


Motion and speech activity as predictors of firefighters’ workload: The role of trust
M. Burtscher, B. Meyer , S. Feese, B. Arnrich, G. Tröster, and K. Jonas
Proceedings of 13th Biannual Congress of the Swiss Psychological Society, 2013


Towards a Mobile Galvanic Skin Response Measurement System for Mental Disordered Patients
Franz Gravenhorst, Amir Muaremi, Gerhard Tröster, Bert Arnrich, Agnes Gruenerbl
Proceedings of the 8th International Conference on Body Area Networks (BodyNets), pp 432-435, 2013


Monitor Pilgrims: Prayer Activity Recognition using Wearable Sensors
Amir Muaremi, Julia Seiter, Franz Gravenhorst, Gerhard Tröster, Agon Bexheti, Bert Arnrich
Proceedings of the 8th International Conference on Body Area Networks (BodyNets), pp 161-164, 2013


Merging Inhomogeneous Proximity Sensor Systems for Social Network Analysis
Amir Muaremi, Franz Gravenhorst, Julia Seiter, Agon Bexheti, Bert Arnrich, Gerhard Tröster
International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), 2013


Most Cited

Pervasive healthcare: paving the way for a pervasive, user-centered and preventive healthcare model
Bert Arnrich, Oscar Mayora, Jakob Bardram, Gerhard Tröster
Methods of Information in Medicine, 49(1), pp 67-73, 2010


Discriminating Stress from Cognitive Load Using a Wearable EDA Device
C. Setz, B. Arnrich, J. Schumm, R. La Marca, G. Tröster and U. Ehlert
IEEE Transactions on Information Technology in Biomedicine, 14:2, pp 410-417, 2010


What does your chair know about your stress level?
B. Arnrich, C. Setz, R. La Marca, G. Tröster and U. Ehlert
IEEE Transactions on Information Technology in Biomedicine, 14:2, pp 207-214, 2010


Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods
Nattkemper, T. W.; Arnrich, B.; Lichte, O.; Timm, W.; Degenhard, A.; Pointon, L.; Hayes, C. & Leach, M. O.
Artificial Intelligence in Medicine, 34, 129-139, 2005


Prevalence and risks of undiagnosed diabetes mellitus in patients undergoing coronary artery bypass grafting
Lauruschkat, A. H.; Arnrich, B.; Albert, A. A.; Walter, J. A.; Amann, B.; Rosendahl, U. P.; Alexander, T. & Ennker, J.
Circulation, 112, 2397-2402, 2005


Creatinine clearance versus serum creatinine as a risk factor in cardiac surgery
Walter, J.; Mortasawi, A.; Arnrich, B.; Albert, A.; Frerichs, I.; Rosendahl, U. & Ennker, J.
BMC Surg, 3, 4, 2003


Editorials and Overview Articles

2006 - Present

Exploring the link between behaviour and health
Franz Gravenhorst, Venet Osmani, Bert Arnrich, Amir Muaremi
Personal and Ubiquitous Computing, 19:2, 255-257, 2015


Mobile phones as medical devices in mental disorder treatment: an overview
Franz Gravenhorst, Amir Muaremi, Jakob Bardram, Agnes Grünerbl, Oscar Mayora, Gabriel Wurzer, Mads Frost, Venet Osmani, Bert Arnrich, Paul Lukowicz, Gerhard Tröster
Personal and Ubiquitous Computing, 19:2, 335-353, 2015


Playful interactions and serious games
Albert Ali Salah, Ben AM Schouten, Stefan Göbel, Bert Arnrich
Journal of Ambient Intelligence and Smart Environments, 6:3, 259-262, 2014


Personal Health Systems for Bipolar Disorder
O. Mayora, B. Arnrich, J. Bardram, C. Dräger, A. Finke, M. Frost, S. Giordano, F. Gravenhorst, A. Grunerbl, C. Haring, R. Haux, P. Lukowicz, A. Muaremi, S. Mudda, S. Ohler, A. Puiatti, N. Reichwaldt, C. Scharnweber, G. Troester, L. Kessing, G. Wurzer
Proceedings of the 3rd International Workshop on Pervasive Computing Paradigms for Mental Health (MindCare), 2013


Mental health and the impact of ubiquitous technologies
Bert Arnrich, Venet Osmani, Jakob Bardram
Personal and Ubiquitous Computing, 17 (2), pp 211-213, 2013


Design, Implementation and Evaluation of a Multimodal Sensor System Integrated Into an Airplane Seat
Bert Arnrich, Cornelia Kappeler-Setz, Johannes Schumm, Gerhard Tröster
Sensor Fusion: Foundation and Applications, INTECH, 2011


Pervasive healthcare: paving the way for a pervasive, user-centered and preventive healthcare model
Bert Arnrich, Oscar Mayora, Jakob Bardram, Gerhard Tröster
Methods of Information in Medicine, 49(1), pp 67-73, 2010


Pervasive or Ubiquitous Healthcare?
Bert Arnrich, Oscar Mayora and Jakob Bardram
Methods of Information in Medicine, 49, pp 65-66, 2010


Wearable health and life-style assistants - technology in support of well-being
Daniel Roggen, Bert Arnrich and Gerhard Tröster
Eurescom Message, pp 10-11, 2007


Life Style Management Using Wearable Computer
Daniel Roggen, Bert Arnrich and Gerhard Tröster
4th International Workshop on Ubiquitous Computing for Pervasive Healthcare Applications (UbiHealth), 2006


Monitoring of Cognitive Load, Stress and Mental Health

2007 - Present

Monitoring the Impact of Stress on the Sleep Patterns of Pilgrims using Wearable Sensors
Amir Muaremi, Agon Bexheti, Franz Gravenhorst, Bert Arnrich, Gerhard Tröster
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2014


Assessing Bipolar Episodes using Speech Cues derived from Phone Calls
Amir Muaremi, Franz Gravenhorst, Agnes Grunerbl, Bert Arnrich, Gerhard Tröster
International Symposium on Pervasive Computing Paradigms for Mental Health (MindCare), 2014


Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep
Amir Muaremi, Bert Arnrich, Gerhard Tröster
BioNanoScience, 2013


Monitoring of Mental Workload Levels during an Everyday Life Office-Work Scenario
B. Cinaz, B. Arnrich, R. La Marca and G. Tröster
Personal and Ubiquitous Computing, 17:2, pp 229-239, 2013


A Case Study on Monitoring Reaction Times with a Wearable User Interface during Daily Life
B. Cinaz, B. Arnrich, R. La Marca and G. Tröster
International Journal of Computers in Healthcare, 1:4, pp 283-303, 2012


Implementation and Evaluation of Wearable Reaction Time Tests
B. Cinaz, C. Vogt, B. Arnrich and G. Tröster
Pervasive and Mobile Computing Journal, 2012, 8:6, pp 813–821, 2012


One IMU is Sufficient: A Study Evaluating Effects of Dual-Tasks on Gait in Elderly People
R. Adelsberger, N. Theill, V. Schumacher, B. Arnrich, G. Tröster
Proceedings of International Conference on Wireless Mobile Communication and Healthcare, 2012


A Survey on Measuring Happiness with Smart Phones
A. Muaremi, B. Arnrich and G. Tröster
6th International Workshop on Ubiquitous Health and Wellness (UbiHealth), 2012


A Wearable User Interface for Measuring Reaction Time
B. Cinaz, C. Vogt, B. Arnrich and G. Tröster
Ambient Intelligence Lecture Notes in Computer Science, 7040, pp 41-50, 2011


Monitoring of cognitive functioning by measuring reaction times with wearable devices
B. Cinaz, B. Arnrich and G. Tröster
International Conference on Pervasive Computing Technologies for Healthcare, pp 514-517, 2011


What does your chair know about your stress level?
B. Arnrich, C. Setz, R. La Marca, G. Tröster and U. Ehlert
IEEE Transactions on Information Technology in Biomedicine, 14:2, pp 207-214, 2010


Discriminating Stress from Cognitive Load Using a Wearable EDA Device
C. Setz, B. Arnrich, J. Schumm, R. La Marca, G. Tröster and U. Ehlert
IEEE Transactions on Information Technology in Biomedicine, 14:2, pp 410-417, 2010


Self Organizing Maps for Affective State Detection
B. Arnrich, C. Setz, R. La Marca, G. Tröster and U. Ehlert
International Workshop on Machine Learning for Assistive Technologies, 2010


Monitoring of Mental Workload Levels
B. Cinaz, R. La Marca, B. Arnrich and G. Tröster
IADIS eHealth Conference, pp 189-193, 2010


Pervasive Technologies in Airplane Seats: Towards Safer and Stress-Free Air Travel
C. Setz, J. Schumm, D. Favre, C. Liesen, B. Arnrich, D. Roggen and G. Tröster
International Conference on Pervasive Computing, 2010


Towards Continuous Monitoring of Mental Workload
B. Cinaz, R. La Marca, B. Arnrich and G. Tröster
International Workshop on Ubiquitous Health and Wellness, 2010


Activity and emotion recognition to support early diagnosis of psychiatric diseases
D. Tacconi, O. Mayora, P. Lukowicz, B. Arnrich, C. Setz, G. Tröster and C. Haring
International Conference on Pervasive Computing Technologies for Healthcare, pp 100-102, 2008


On the feasibility of using activity recognition and context aware interaction to support early diagnosis of bipolar disorder
D. Tacconi, O. Mayora, P. Lukowicz, B. Arnrich, G. Tröster and C. Haring
Ubiwell Ubicomp Workshop, 2007


Smartphone Sensing

2012 - Present

Sensing Healthy Lifestyle in Urban and Rural Environments
Bert Arnrich, Naime Şeyma Erdem, Hasan Faik Alan, Cem Ersoy
Accepted for Special Session at 3rd International Conference on Context-Aware Systems and Applications, 2014


Sensor Log: A Mobile Data Collection and Annotation Application
Hasan Faik Alan, Bert Arnrich, Cem Ersoy, Burcu Cinaz
Proceedings of the 22nd Signal Processing and Communications Applications Conference (SIU), 2014


A crowdsourced Skymap
Bilgin Koşucu, Bert Arnrich, Cem Ersoy
Proceedings of the 22nd Signal Processing and Communications Applications Conference (SIU), 2014


Towards monitoring firefighting teams with the smartphone
S. Feese, B. Arnrich, M.Rossi, G. Tröster, M. Burtscher, B. Meyer and K. Jonas
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications (PERCOM), pp 381-384, 2013


Activity Monitoring in Daily Life as Outcome Measure for Surgical Pain Relief Intervention Using Smartphones
J. Seiter, L. Macrea, S. Feese, O. Amft, B. Arnrich, K. Maurer, G. Tröster
Proceedings of the 17th International Symposium on Wearable Computers (ISWC), pp 127-128, 2013


Evaluating Daily Life Activity Using Smartphones as Novel Outcome Measure for Surgical Pain Therapy
J. Seiter, S. Feese, B. Arnrich, G. Tröster, O. Amft, L. Macrea, K. Maurer
Proceedings of the 8th International Conference on Body Area Networks (BodyNets), pp 153-156, 2013


CoenoFire: Monitoring Performance Indicators of Firefighters in Real-world Missions using Smartphones
S. Feese, B. Arnrich, G. Tröster, M. Burtscher, B. Meyer and K. Jonas
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), pp 83-92, 2013


Sensing Group Proximity Dynamics of Firefighting Teams using Smartphones
S. Feese, B. Arnrich, G. Tröster, M. Burtscher, B. Meyer and K. Jonas
Proceedings of the 2013 International Symposium on Wearable Computers (ISWC), pp 97-104, 2013


Physiological and Behavioral Signal Processing

2007 - Present

Monitor Pilgrims: Prayer Activity Recognition using Wearable Sensors
Amir Muaremi, Julia Seiter, Franz Gravenhorst, Gerhard Tröster, Agon Bexheti, Bert Arnrich
Proceedings of the 8th International Conference on Body Area Networks (BodyNets), pp 161-164, 2013


Towards a Mobile Galvanic Skin Response Measurement System for Mental Disordered Patients
Franz Gravenhorst, Amir Muaremi, Gerhard Tröster, Bert Arnrich, Agnes Gruenerbl
Proceedings of the 8th International Conference on Body Area Networks (BodyNets), pp 432-435, 2013


Monitoring motor capacity changes of children during rehabilitation using body-worn sensors
Christina Strohrmann, Rob Labruyere, Corinna N. Gerber, Hubertus J. van Hedel, Bert Arnrich, Gerhard Tröster
Journal of NeuroEngineering and Rehabilitation, 10:83, 2013


Towards Long Term Monitoring of Electrodermal Activity in Daily Life
C. Setz, F. Gravenhorst, J. Schumm, B. Arnrich and G. Tröster
Personal and Ubiquitous Computing Journal, 17:2, 261-271, 2013


ECG Monitoring in an Airplane Seat: Appraising the Signal Quality
J. Schumm, B. Arnrich and G. Tröster
IEEE Pervasive Computing Journal, 11:4, pp. 28-34, 2012


Mobile System for Unobtrusive Monitoring of Electrodermal Activity in Daily Life
F. Gravenhorst, B. Tessendorf, A. Muaremi, C. Setz, B. Arnrich and G. Tröster
6th International Workshop on Ubiquitous Health and Wellness (UbiHealth), 2012


Design and Modeling of a Textile Pressure Sensor for Sitting Posture Classification
J. Meyer, B. Arnrich, J. Schumm and G. Tröster
IEEE Sensors, 10:8, pp 1391 – 1398, 2010


Automatic Signal Appraisal for Unobtrusive ECG Measurements
J. Schumm, S. Axmann, B. Arnrich, G. Tröster
International Journal of Bioelectromagnetism, 12(4), 158-163, 2010


Probabilistic Appraisal Of Unobtrusively Measured ECG Signals
J. Schumm, B. Arnrich and G. Tröster
ISSNIP Biosignals and Biorobotics Conference, 2010


Towards Long Term Monitoring of Electrodermal Activity in Daily Life
C. Setz, J. Schumm, M. Kusserow, B. Arnrich and G. Tröster
International Workshop on Ubiquitous Health and Wellness, 2010


Unobtrusive Physiological Monitoring in an Airplane Seat
J. Schumm, C. Setz, M. Bächlin, M. Bächler, B. Arnrich and G. Tröster
Personal and Ubiquitous Computing, 14:6, pp 541-550, 2010


Unsupervised Monitoring of Sitting Behavior
B. Tessendorf, B. Arnrich, J. Schumm, C. Setz and G. Tröster
International Conference of the IEEE Engineering in Medicine and Biology Society, pp 6197-6200, 2009


Automatic Signal Appraisal for Unobtrusive ECG Measurements
J. Schumm, S. Axmann, B. Arnrich and G. Tröster
Proceedings of the Biosignal Interpretation Conference, 2009


Combining Worthless Sensor Data
C. Setz, J. Schumm, C. Lorenz, B. Arnrich and G. Tröster
Measuring Mobile Emotions Workshop at MobileHCI, 2009


Using Ensemble Classifier Systems for Handling Missing Data in Emotion Recognition from Physiology: One Step Towards a Practical System
C. Setz, J. Schumm, C. Lorenz, B. Arnrich and G. Tröster
International Conference on Affective Computing and Intelligent Interaction, pp 187-194, 2009


Effect of movements on the electrodermal response after a startle event
J. Schumm, M. Bächlin, C. Setz, B. Arnrich, D. Roggen and G. Tröster
Methods of Information in Medicine, 47:3, pp 186-191, 2008


Effect of movements on the electrodermal response after a startle event
J. Schumm, M. Bächlin, C. Setz, B. Arnrich, D. Roggen and G. Tröster
International Conference on Pervasive Computing Technologies for Healthcare, pp 315-318, 2008


Monitoring passenger's breathing - a feasibility study
B. Dokhan, C. Setz, B. Arnrich and G. Tröster
Swiss Society of Biomedical Engineering Annual Meeting, 2007


Social Signal Processing

2011 - Present

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 and Mobile Computing, 15, 166–180, 2015


Merging Inhomogeneous Proximity Sensor Systems for Social Network Analysis
Amir Muaremi, Franz Gravenhorst, Julia Seiter, Agon Bexheti, Bert Arnrich, Gerhard Tröster
International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), 2013


Motion and speech activity as predictors of firefighters’ workload: The role of trust
M. Burtscher, B. Meyer , S. Feese, B. Arnrich, G. Tröster, and K. Jonas
Proceedings of 13th Biannual Congress of the Swiss Psychological Society, 2013


Quantifying Behavioral Mimicry by Automatic Detection of Nonverbal Cues from Body Motion
S. Feese, B. Arnrich, G. Tröster, B. Meyer and K. Jonas
Proceedings of ASE/IEEE International Conference on Social Computing, pp 520-525, 2012


Detecting Posture Mirroring in Social Interactions with Wearable Sensors
S. Feese, B. Arnrich, G. Tröster, B. Meyer and K. Jonas
IEEE International Symposium on Wearable Computers, pp 119-120, 2011


Discriminating Individually Considerate and Authoritarian Leaders by Speech Activity Cues
S. Feese, A. Muaremi, B. Arnrich, G. Tröster, B. Meyer and K. Jonas
International Workshop on Social Behavioral Analysis and Behavioral Change, 2011


Sports Applications

2009 - Present

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
Journal of Ambient Intelligence and Humanized Computing, 2015


SonicSeat: A Seat Position Tracker based on Ultrasonic Sound Measurements for Rowing Technique Analysis
F. Gravenhorst, C. Thiem, B. Tessendorf, R. Adelsberger, B. Arnrich and G. Tröster
Proceedings of the 7th International Conference on Body Area Networks (Bodynets), 2012


A data-driven approach to kinematic analysis in running using wearable technology
C. Strohrmann, M. Rossi, B. Arnrich and G. Tröster
Proceedings of the 9th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2012


Self-Aligning and Drift-Compensated Rowing Seat Position Measurement System Based on Accelerometers and Magnetometers
F. Gravenhorst, C. Thiem, B. Tessendorf, R. Adelsberger, C. Strohrmann, B. Arnrich and G. Tröster
Proceedings 9. Symposium Sportinformatik, pp 226-231, 2012


An IMU-based Sensor Network to Continuously Monitor Rowing Technique on the Water
B. Tessendorf, F. Gravenhorst, B. Arnrich and G. Tröster
Proceedings of International Conference on Intelligent Sensors, Sensor Networks and Information Processing, pp 253-258, 2011


Analyzing Rowing Crews in Different Rowing Boats based on Angular Velocity Measurements with Gyroscopes
F. Gravenhorst, B. Tessendorf, B. Arnrich, C. Codoni and G. Tröster
International Symposium on Computer Science in Sport, 2011


Recognizing Turns and Other Snowboarding Activities with a Gyroscope
T. Holleczek, J. Schoch, B. Arnrich and G. Tröster
IEEE International Symposium on Wearable Computers, pp 1-8, 2010


Towards an Interactive Snowboarding Assistance System
T. Holleczek, C. Zysset, B. Arnrich, D. Roggen and G. Tröster
IEEE International Symposium on Wearable Computers, pp 147-148, 2009


Medical Datamining

2001 - 2008

Diabetes mellitus as a risk factor for pulmonary complications after coronary bypass surgery
Lauruschkat, A. H.; Arnrich, B.; Albert, A. A.; Walter, J. A.; Amann, B.; Rosendahl, U. P.; Alexander, T. & Ennker, J.
J. Thorac. Cardiovasc. Surg., 135, 1047-1053, 2008


Data Mart Based Research in Heart Surgery
B. Arnrich
Bielefeld University, Faculty of Technology, PhD Thesis, 2006


Interne Qualitäts – und Risikoanalyse
Albert, A., Arnrich, B., Walter, J., & Ennker, J.
In J. Ennker & H. Zerkowski (Eds.), Qualität und Risiko in der Herzchirurgie, pp 49–58, Darmstadt: Steinkopff Verlag, 2006


Current determinants of 30-day and 3-month mortality in over 2000 aortic valve replacements: Impact of routine laboratory parameters
Florath, I.; Albert, A.; Hassanein, W.; Arnrich, B.; Rosendahl, U.; Ennker, I. C.; & Ennker, J.
European Journal of Cardio-Thoracic Surgery, 30(5), 716–721, 2006


Erfahrungen mit Diabetikern in der Koronarchirurgie
Lauruschkat, A.; Albert, A.; Arnrich, B.; Bauer, S.; Dalladaku, F.; Ennker, I.; Rosendahl, U. & Ennker, J.
Clinical Research in Cardiology, Springer Berlin / Heidelberg, 95, 7-13, 2006


Risikostratifizierung diabetischer Koronarpatienten
Arnrich, B.; Albert, A. & Walter, J.
Clinical Research in Cardiology, Springer Berlin / Heidelberg, 95, 14-17, 2006


Data mart based risk stratification in heart surgery: comparison to a prospective risk score validation
Arnrich, B.; Albert, A.; Walter, J.; Rosendahl, U. & Ennker, J.
The Thoracic and Cardiovascular Surgeon, Suppl. 1, 113, 2006


Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods
Nattkemper, T. W.; Arnrich, B.; Lichte, O.; Timm, W.; Degenhard, A.; Pointon, L.; Hayes, C. & Leach, M. O.
Artificial Intelligence in Medicine, 34, 129-139, 2005


Prevalence and risks of undiagnosed diabetes mellitus in patients undergoing coronary artery bypass grafting
Lauruschkat, A. H.; Arnrich, B.; Albert, A. A.; Walter, J. A.; Amann, B.; Rosendahl, U. P.; Alexander, T. & Ennker, J.
Circulation, 112, 2397-2402, 2005


Intraoperative Transit Time Flow Measurement: Off-Pump Versus On-Pump Coronary Artery Bypass
Hassanein, W.; Albert, A. A.; Arnrich, B.; Walter, J.; Ennker, I. C.; Rosendahl, U.; Bauer, S. & Ennker, J.
The Annals of Thoracic Surgery, 80, 2155-2161, 2005


PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees
Arnrich, B.; Albert, A. & Walter, J. A.
Studies in Classification, Data Analysis, and Knowledge Organization, Springer, 2005


Herausforderungen und Nutzen eines Datamart Systems in der Herzchirurgie
Arnrich, B.; Walter, J.; Albert, A. & Ennker, J.
Zeitschrift für Herz-, Thorax- und Gefäschirurgie, 18, 13-19, 2004


Förderung von Transparenz und Qualitätskontrolle in der Herzchirurgie
Albert, A.; Walter, J.; Arnrich, B.; Rosendahl, U. & Ennker, J.
Zeitschrift für Herz-, Thorax- und Gefäßchirurgie, Springer Berlin / Heidelberg, 18, 7-12, 2004


On-line variable live-adjusted displays with internal and external risk-adjusted mortalities
Albert, A.; Walter, J.; Arnrich, B.; Hassanein, W.; Rosendahl, U.; Bauer, S. & Ennker, J.
Eur J Cardiothorac Surg, 25, 312-319, 2004


Hyperkalemic Blood versus Crystalloid Cardioplegia in Longer Clamping Times
Albert, A. A.; Arnrich, B.; Walter, J. A.; Hassanein, W. M.; Rosendahl, U. P.; Gehle, P.; Schon, F. & Ennker, J.
Asian Cardiovasc Thorac Ann, 12, 115-120, 2004


On Temporal Validity Analysis of Association Rules
Arnrich, B.; Walter, J.; Albert, A. & Ennker, J.
Proceedings of the International Joint Meeting EuroMISE 2004, 35, 2004


Oxygenator Type and Blood Cell Trauma in Cardiac Surgery
Arnrich, B.; Albert, A.; Walter, J.; Schön, F.; Rothe, M. & Ennker, J.
Proceedings of the 33. International Meeting of the German Society for Cardiovascular Engineering, 2004


Data mart based research in heart surgery: challenges and benefit
Arnrich, B.; Walter, J.; Albert, A.; Ennker, J. & Ritter, H.
Stud Health Technol Inform, 107, 8-12, 2004


Preoperative high leukocyte count: a novel risk factor for stroke after cardiac surgery
Albert, A. A.; Beller, C. J.; Walter, J. A.; Arnrich, B.; Rosendahl, U. P.; Priss, H. & Ennker, J.
Ann. Thorac. Surg., 75, 1550-1557, 2003


Creatinine clearance versus serum creatinine as a risk factor in cardiac surgery
Walter, J.; Mortasawi, A.; Arnrich, B.; Albert, A.; Frerichs, I.; Rosendahl, U. & Ennker, J.
BMC Surg, 3, 4, 2003


Impact of age on postoperative events and mortality in cardiac surgery
Mortasawi, A.; Arnrich, B.; Walter, J.; Florath, I.; Rosendahl, U.; Albert, A. & Ennker, J.
Herz, 28, 429-436, 2003


Ist das Alter eine unabhängige Determinante der Letalität in der Herzchirurgie
Mortasawi, A.; Arnrich, B.; Rosendahl, U.; Albert, A.; Delmo-Walter, E. M.; Walter, J. & Ennker, J.
Zeitschrift für Gerontologie und Geriatrie, Springer Berlin / Heidelberg, 36, 63-70, 2003


Is there any impact of the shape of aortic end-hole cannula on stroke occurrence?
Albert, A. A.; Beller, C. J.; Arnrich, B.; Walter, J. A.; Rosendahl, U. P.; Hetzel, A.; Priss, H. & Ennker, J.
Perfusion, 17, 451-456, 2002


Is age an independent determinant of mortality in cardiac surgery as suggested by the EuroSCORE?
Mortasawi, A.; Arnrich, B.; Rosendahl, U.; Frerichs, I.; Albert, A.; Walter, J.; & Ennker, J.
BMC Surgery, 2, 2002


Datamining in der Herzchirurgie
Arnrich, B.
Bielefeld University, Faculty of Technology, Master Thesis, 2001


Robotics

2000 - 2001

Gabor Filters for Object Localization and Robot Grasping
Walter, J. & Arnrich, B.
15th International Conference on Pattern Recognition, 124-127, 2000


Learning fine positioning of a robot manipulator based on Gabor wavelets
Walter, J.; Arnrich, B. & Scheering, C.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 5, 137-142, 2000


Lernen der visiomotorischen Kontrolle eines Robotergreifers mit Gaborfiltern
Arnrich, B. & Walter, J.
Fortschritt-Bericht VDI Informatik, 10, 135-144, 2000


pub/publications/start.txt · Last modified: 2016/08/25 13:32 by barnrich