Björn M. Eskofier

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 126

Top Venues

Publications

Björn Nieth, Thomas Altstidl, Leo Schwinn, Björn M. Eskofier
Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation. CoRR (2024)
Bernhard Schrupp, Kai Klede, René Raab, Björn M. Eskofier
Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data. ICCS (4) (2024)
Philipp Schlieper, Hermann Luft, Kai Klede, Christoph Strohmeyer, Björn M. Eskofier, Dario Zanca
Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms. ACM Trans. Knowl. Discov. Data 18 (7) (2024)
Simon Dietz, Thomas Altstidl, Dario Zanca, Björn M. Eskofier, An Nguyen
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series. CoRR (2024)
Philipp Schlieper, Hermann Luft, Kai Klede, Christoph Strohmeyer, Björn M. Eskofier, Dario Zanca
Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Jannik Koegel, Stacy Huerta, Markus Gambietz, Martin Ullrich, Christian Heyde, Eva Dorschky, Björn M. Eskofier
Clustering Runners' Response to Different Midsole Stack Heights: A Field Study. Sensors 24 (14) (2024)
Sergio Cerutti, Björn M. Eskofier, Georgia D. Tourassi
Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Leo Schwinn, René Raab, An Nguyen, Dario Zanca, Björn M. Eskofier
Exploring misclassifications of robust neural networks to enhance adversarial attacks. Appl. Intell. 53 (17) (2023)
Thomas Altstidl, An Nguyen, Leo Schwinn, Franz Köferl, Christopher Mutschler, Björn M. Eskofier, Dario Zanca
Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks. IJCNN (2023)
Kai Klede, Leo Schwinn, Dario Zanca, Björn M. Eskofier
FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics. AAAI (2023)
Kai Klede, Leo Schwinn, Dario Zanca, Björn M. Eskofier
FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics. CoRR (2023)
Thomas Altstidl, David Dobre, Björn M. Eskofier, Gauthier Gidel, Leo Schwinn
Raising the Bar for Certified Adversarial Robustness with Diffusion Models. CoRR (2023)
Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen, Wolfgang Nejdl
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Ann-Kristin Seifer, Eva Dorschky, Arne Küderle, Hamid Moradi, Ronny Hannemann, Björn M. Eskofier
EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors. Sensors 23 (14) (2023)
Christoffer Löffler, Kion Fallah, Stefano Fenu, Dario Zanca, Björn M. Eskofier, Christopher John Rozell, Christopher Mutschler
Active Learning of Ordinal Embeddings: A User Study on Football Data. Trans. Mach. Learn. Res. 2023 (2023)
Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
Behind the Machine's Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention. CoRR (2022)
Rodolfo Stoffel Antunes, Cristiano André da Costa, Arne Küderle, Imrana Abdullahi Yari, Björn M. Eskofier
Federated Learning for Healthcare: Systematic Review and Architecture Proposal. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
Simulating Human Gaze with Neural Visual Attention. CoRR (2022)
Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
Behind the Machine's Gaze: Neural Networks with Biologically-inspired Constraints Exhibit Human-like Visual Attention. Trans. Mach. Learn. Res. 2022 (2022)
Thomas Altstidl, An Nguyen, Leo Schwinn, Franz Köferl, Christopher Mutschler, Björn M. Eskofier, Dario Zanca
Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks. CoRR (2022)
Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Rodolfo Stoffel Antunes, Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Luis Gonzaga da Silveira Jr., Björn M. Eskofier
HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms. IEEE Internet Things J. 9 (19) (2022)
Jutta Juliane Meier, Kai Hermsen, Jochen Bauer, Björn M. Eskofier
Digital Responsibility Goals - A Framework for a Human-Centered Sustainable Digital Economy with a Focus on Trusted Digital Solutions. dHealth (2022)
Christoffer Löffler, Luca Reeb, Daniel Dzibela, Robert Marzilger, Nicolas Witt, Björn M. Eskofier, Christopher Mutschler
Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Leo Schwinn, Leon Bungert, An Nguyen, René Raab, Falk Pulsmeyer, Doina Precup, Björn M. Eskofier, Dario Zanca
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification. CoRR (2022)
An Nguyen, Stefan Foerstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Björn M. Eskofier
System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data. IEEE Access 9 (2021)
Christine F. Martindale, Vincent Christlein, Philipp Klumpp, Björn M. Eskofier
Wearables-based multi-task gait and activity segmentation using recurrent neural networks. Neurocomputing 432 (2021)
Jennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. Bildverarbeitung für die Medizin (2021)
Jennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements. CoRR (2021)
Mohamad Wehbi, Tim Hamann, Jens Barth, Peter Kaempf, Dario Zanca, Björn M. Eskofier
Towards an IMU-based Pen Online Handwriting Recognizer. ICDAR (3) (2021)
Mostafa Kamal Mallick, Sarah Biser, Aathira Haridas, Vaishnavi Umesh, Olaf Tönsing, Imrana Abdullahi Yari, Malte Ollenschläger, Maria Heckel, Christoph Ostgathe, Felix Kluge, Björn M. Eskofier, Tobias Steigleder
Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study. Frontiers Digit. Health 3 (2021)
Robert Richer, Arne Küderle, Martin Ullrich, Nicolas Rohleder, Björn M. Eskofier
BioPsyKit: A Python package for the analysis of biopsychological data. J. Open Source Softw. 6 (66) (2021)
Wolfgang A. Mehringer, Markus Wirth, Franka Risch, Daniel Roth, Georg Michelson, Björn M. Eskofier
Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment. EMBC (2021)
Markus Wirth, Stefan Gradl, Georg Prosinger, Felix Kluge, Daniel Roth, Björn M. Eskofier
The Impact of Avatar Appearance, Perspective and Context on Gait Variability and User Experience in Virtual Reality. VR (2021)
Luisa Dörflinger, Michael Nissen, Katharina Jäger, Markus Wirth, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Stefan Gradl, Björn M. Eskofier
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives. Mensch und Computer (2021)
Denise Bandeira da Silva, Diogo Schmidt, Cristiano André da Costa, Rodrigo da Rosa Righi, Björn M. Eskofier
DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration. Expert Syst. Appl. 165 (2021)
Annette Hagengruber, Ulrike Leipscher, Björn M. Eskofier, Jörn Vogel
Electromyography for Teleoperated Tasks in Weightlessness. IEEE Trans. Hum. Mach. Syst. 51 (2) (2021)
Leo Schwinn, An Nguyen, René Raab, Leon Bungert, Daniel Tenbrinck, Dario Zanca, Martin Burger, Björn M. Eskofier
Identifying untrustworthy predictions in neural networks by geometric gradient analysis. UAI (2021)
Robert Schleicher, Marlies Nitschke, Jana Martschinke, Marc Stamminger, Björn M. Eskofier, Jochen Klucken, Anne D. Koelewijn
BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity. VISIGRAPP (1: GRAPP) (2021)
Markus Wirth, Stefan Gradl, Wolfgang A. Mehringer, Richard Kulpa, Hannes Rupprecht, Dino Poimann, Annemarie F. Laudanski, Björn M. Eskofier
Assessing Personality Traits of Team Athletes in Virtual Reality. VR Workshops (2020)
Jennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. CoRR (2020)
Markus Zrenner, Arne Küderle, Nils Roth, Ulf Jensen, Burkhard Dümler, Björn M. Eskofier
Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? Sensors 20 (19) (2020)
Jesus D. Ceron, Christine F. Martindale, Diego M. López, Felix Kluge, Björn M. Eskofier
Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System. Sensors 20 (3) (2020)
Naira Kaieski, Cristiano André da Costa, Rodrigo da Rosa Righi, Priscila Schmidt Lora, Björn M. Eskofier
Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review. Appl. Soft Comput. 96 (2020)
Stefan Fischer, Martin Ullrich, Arne Küderle, Heiko Gaßner, Jochen Klucken, Björn M. Eskofier, Felix Kluge
Automatic clinical gait test detection from inertial sensor data. EMBC (2020)
Christine F. Martindale, Nils Roth, Heiko Gaßner, Julia List, Martin Regensburger, Björn M. Eskofier, Zacharias Kohl
Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Leo Schwinn, Björn M. Eskofier
Fast and Stable Adversarial Training through Noise Injection. CoRR (2020)
Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, An Nguyen, Martin Matzner, Jörg Becker, Björn M. Eskofier
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs. CoRR (2020)
Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa, Luiz Gonzaga Jr., Rodolfo Stoffel Antunes, Rodrigo da Rosa Righi, Andreas Maier, Björn M. Eskofier, Rebecca Fahrig, Tim Horz
Baptizo: A sensor fusion based model for tracking the identity of human poses. Inf. Fusion 62 (2020)
Felix Ott, Mohamad Wehbi, Tim Hamann, Jens Barth, Björn M. Eskofier, Christopher Mutschler
The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Jennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee. MICCAI (3) (2020)
Martin Ullrich, Arne Küderle, Julius Hannink, Silvia Del Din, Heiko Gaßner, Franz Marxreiter, Jochen Klucken, Björn M. Eskofier, Felix Kluge
Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Jesus D. Ceron, Felix Kluge, Arne Küderle, Björn M. Eskofier, Diego M. López
Simultaneous Indoor Pedestrian Localization and House Mapping Based on Inertial Measurement Unit and Bluetooth Low-Energy Beacon Data. Sensors 20 (17) (2020)
Philipp Dumbach, Alexander Aly, Markus Zrenner, Björn M. Eskofier
Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser. EDM (2020)
Luca Abel, Robert Richer, Arne Küderle, Stefan Gradl, Björn M. Eskofier, Nicolas Rohleder
Classification of Acute Stress-Induced Response Patterns. PervasiveHealth (2019)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, S. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Rios-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH (2019)
Christine F. Martindale, Sebastijan Sprager, Björn M. Eskofier
Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables. Sensors 19 (8) (2019)
Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Björn M. Eskofier, Andreas K. Maier
On Providing Multi-Level Quality of Service for Operating Rooms of the Future. Sensors 19 (10) (2019)
Stefan Gradl, Markus Wirth, Robert Richer, Nicolas Rohleder, Björn M. Eskofier
An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables. PervasiveHealth (2019)
Stefan Gradl, Markus Wirth, Nico Mächtlinger, Romina Poguntke, Andrea Wonner, Nicolas Rohleder, Björn M. Eskofier
The Stroop Room: A Virtual Reality-Enhanced Stroop Test. VRST (2019)
Martin Ullrich, Julius Hannink, Heiko Gaßner, Jochen Klucken, Björn M. Eskofier, Felix Kluge
Unsupervised harmonic frequency-based gait sequence detection for Parkinson's disease. BHI (2019)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Jochen Klucken, Elmar Nöth
Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Tobias Feigl, Daniel Roth, Stefan Gradl, Markus Wirth, Marc Erich Latoschik, Björn M. Eskofier, Michael Philippsen, Christopher Mutschler
Sick Moves! Motion Parameters as Indicators of Simulator Sickness. IEEE Trans. Vis. Comput. Graph. 25 (11) (2019)
Nooshin Haji Ghassemi, Julius Hannink, Nils Roth, Heiko Gassner, Franz Marxreiter, Jochen Klucken, Björn M. Eskofier
Turning Analysis during Standardized Test Using On-Shoe Wearable Sensors in Parkinson's Disease. Sensors 19 (14) (2019)
Katharina Aholt, Christine F. Martindale, Arne Küderle, Heiko Gaßner, Till Gladow, Javier Rojo, Samanta Villanueva Mascato, Jochen Klucken, María Teresa Arredondo Waldmeyer, Björn M. Eskofier
A Mobile Solution for Rhythmic Auditory Stimulation Gait Training. EMBC (2019)
Lucas Adams Seewald, Vinicius Facco Rodrigues, Malte Ollenschläger, Rodolfo Stoffel Antunes, Cristiano André da Costa, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Andreas Maier, Björn M. Eskofier, Rebecca Fahrig
Toward analyzing mutual interference on infrared-enabled depth cameras. Comput. Vis. Image Underst. 178 (2019)
Benjamin H. Groh, Julian Fritz, Martin Deininger, Hermann Schwameder, Björn M. Eskofier
Unobtrusive and wearable landing momentum estimation in Ski jumping with inertial-magnetic sensors. BSN (2018)
Sven Schellenberger, Kilin Shi, Melanie Mai, Jan Philipp Wiedemann, Tobias Steigleder, Björn M. Eskofier, Robert Weigel, Alexander Koelpin
Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks. CinC (2018)
Robert Richer, Nan Zhao, Judith Amores, Björn M. Eskofier, Joseph A. Paradiso
Real-time Mental State Recognition using a Wearable EEG. EMBC (2018)
Nooshin Haji Ghassemi, Julius Hannink, Christine F. Martindale, Heiko Gassner, Meinard Müller, Jochen Klucken, Björn M. Eskofier
Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease. Sensors 18 (1) (2018)
Markus Wirth, Stefan Gradl, Dino Poimann, Robert Richer, Jenny Ottmann, Björn M. Eskofier
Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality. EMBC (2018)
Markus Zrenner, Stefan Gradl, Ulf Jensen, Martin Ullrich, Björn M. Eskofier
Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units. Sensors 18 (12) (2018)
Christine F. Martindale, Nils Roth, Heiko Gassner, Dennis Jensen, Zacharias Kohl, Björn M. Eskofier
Mobile Gait Analysis using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients. EMBC (2018)
Mathias W. Maurer, Markus Zrenner, David Reynolds, Burkhard Dümler, Björn M. Eskofier
Sleeve based knee angle calculation for rehabilitation. BSN (2018)
Andreas Tobola, Heike Leutheuser, Markus Pollak, Peter Spies, Christian Hofmann, Christian Weigand, Björn M. Eskofier, Georg Fischer
Self-Powered Multiparameter Health Sensor. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Christine F. Martindale, Nils Roth, Julius Hannink, Sebastijan Sprager, Björn M. Eskofier
Smart Annotation Tool for Multi-sensor Gait-based Daily Activity Data. PerCom Workshops (2018)
Jesús D. Cerón, Diego M. López, Björn M. Eskofier
Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach. UCAmI (2018)
Markus Wirth, Stefan Gradl, Dino Poimann, Hannes Schaefke, Julia Matlok, Harald Koerger, Björn M. Eskofier
Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players. Conference on Designing Interactive Systems (2018)
Rodolfo Stoffel Antunes, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa, Luiz Gonzaga Jr., Rodrigo da Rosa Righi, Andreas K. Maier, Björn M. Eskofier, Malte Ollenschläger, Farzad Naderi, Rebecca Fahrig, Sebastian Bauer, Sigrun Klein, Gelson Campanatti
A Survey of Sensors in Healthcare Workflow Monitoring. ACM Comput. Surv. 51 (2) (2018)
Markus Zrenner, Martin Ullrich, Pascal Zobel, Ulf Jensen, Felix Laser, Benjamin H. Groh, Burkhard Dümler, Björn M. Eskofier
Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation. BSN (2018)
Cristiano André da Costa, Cristian F. Pasluosta, Björn M. Eskofier, Denise Bandeira da Silva, Rodrigo da Rosa Righi
Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards. Artif. Intell. Medicine 89 (2018)
Stefan Gradl, Markus Zrenner, Dominik Schuldhaus, Markus Wirth, Tomek Cegielny, Constantin Zwick, Björn M. Eskofier
Movement Speed Estimation Based on Foot Acceleration Patterns. EMBC (2018)
Markus Wirth, Stefan Gradl, Jan Sembdner, Soeren Kuhrt, Björn M. Eskofier
Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology. UIST (2018)
Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jens Barth, Samuel Schülein, Karl-Günter Gaßmann, Jochen Klucken, Björn M. Eskofier
Mobile Stride Length Estimation With Deep Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Judith Amores, Robert Richer, Nan Zhao, Pattie Maes, Björn M. Eskofier
Promoting relaxation using virtual reality, olfactory interfaces and wearable EEG. BSN (2018)
Stefan Gradl, Markus Wirth, Tobias Zillig, Björn M. Eskofier
Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors. BSN (2018)
Benjamin H. Groh, Martin Fleckenstein, Thomas Kautz, Björn M. Eskofier
Classification and visualization of skateboard tricks using wearable sensors. Pervasive Mob. Comput. 40 (2017)
Thomas Kautz, Björn M. Eskofier, Cristian F. Pasluosta
Generic performance measure for multiclass-classifiers. Pattern Recognit. 68 (2017)
Matthias Ring, Clemens Lohmueller, Manfred Rauh, Joachim Mester, Björn M. Eskofier
Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Felix Kluge, Heiko Gassner, Julius Hannink, Cristian F. Pasluosta, Jochen Klucken, Björn M. Eskofier
Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters. Sensors 17 (7) (2017)
Julius Hannink, Felix Kluge, Heiko Gassner, Jochen Klucken, Björn M. Eskofier
Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests. BSN (2017)
Harry J. Witchel, Robert Needham, Aoife Healy, Joseph H. Guppy, Jake Bush, Cäcilia Oberndorfer, Chantal Herberz, Carina E. I. Westling, Dawit Kim, Daniel Roggen, Jens Barth, Björn M. Eskofier, Waqar Rashid, Nachiappan Chockalingam, Jochen Klucken
Using Wearable Inertial Sensors to Compare Different Versions of the Dual Task Paradigm during Walking. ECCE (2017)
Heike Leutheuser, Christian Heyde, Kai Roecker, Albert Gollhofer, Björn M. Eskofier
Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise. IEEE Trans. Biomed. Eng. 64 (12) (2017)
Philipp Morgner, Christian Müller, Matthias Ring, Björn M. Eskofier, Christian Riess, Frederik Armknecht, Zinaida Benenson
Privacy Implications of Room Climate Data. ESORICS (2) (2017)
Stefan Meinzer, Ulf Jensen, Alexander Thamm, Joachim Hornegger, Björn M. Eskofier
Can machine learning techniques predict customer dissatisfaction? A feasibility study for the automotive industry. Artif. Intell. Res. 6 (1) (2017)
Christine F. Martindale, Florian Hoenig, Christina Strohrmann, Björn M. Eskofier
Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models. Sensors 17 (10) (2017)
Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Karl-Gunter Gasmann, Jochen Klucken, Björn M. Eskofier
Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Christine F. Martindale, Martin Strauss, Heiko Gassner, Julia List, Meinard Müller, Jochen Klucken, Zacharias Kohl, Björn M. Eskofier
Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia. EMBC (2017)
Peter Blank, Benjamin H. Groh, Björn M. Eskofier
Ball speed and spin estimation in table tennis using a racket-mounted inertial sensor. ISWC (2017)
Julius Hannink, Malte Ollenschläger, Felix Kluge, Nils Roth, Jochen Klucken, Björn M. Eskofier
Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis. Sensors 17 (9) (2017)
Benjamin H. Groh, Frank Warschun, Martin Deininger, Thomas Kautz, Christine Martindale, Björn M. Eskofier
Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)

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Björn M. Eskofier