Michael Beigl
46 publications
10 venues
H Index 13
Affiliation
Karlsruhe Institute of Technology, TECO research group, GermanyLinks
| Name | Venue | Year | citations |
|---|---|---|---|
Deep Neural Network Pruning with Progressive Regularizer.
|
IJCNN | 2024 | 0 |
| A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice.
|
IJCNN | 2024 | 0 |
| ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models.
|
ECML/PKDD | 2024 | 0 |
| Systematic Comparison of Ear Temperature Probing Positions for Continuous Wearable Vital Sign Monitoring.
|
ISWC | 2024 | 0 |
| MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers.
|
ISWC | 2024 | 0 |
| McXai: Local Model-Agnostic Explanation As Two Games.
|
IJCNN | 2023 | 0 |
| A Compliant Actuator-Sensor Unit using a Shape Memory Alloy and Capacitive Force Sensing for Active Exoskeleton Interfaces.
|
Humanoids | 2023 | 0 |
| TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition.
|
ISWC | 2022 | 0 |
| Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer.
|
ISWC | 2022 | 0 |
| Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection.
|
ISWC | 2022 | 0 |
| Towards Detecting Complete Chest Recoil from Smartphone Vibration Strength during Cardiopulmonary Resuscitation.
|
ISWC | 2022 | 0 |
| Psychometric Properties of the User Experience Questionnaire (UEQ).
|
CHI | 2022 | 0 |
| Privacy Preserving Continuous Speech Recording using Throat Microphones.
|
ISWC | 2022 | 0 |
| Automatic Feature Engineering Through Monte Carlo Tree Search.
|
ECML/PKDD | 2022 | 0 |
| Where Should I Look? Comparing Reference Frames for Spatial Tactile Cues.
|
ISWC | 2021 | 0 |
| Wearability and Comfort of Earables During Sleep.
|
ISWC | 2021 | 3 |
| Cardiopulmonary Resuscitation Support: Comparison of Wrist-, Chest-, and Ear-Worn Devices and Estimation Algorithms.
|
ISWC | 2021 | 3 |
| EarRumble: Discreet Hands- and Eyes-Free Input by Voluntary Tensor Tympani Muscle Contraction.
|
CHI | 2021 | 8 |
| Design space and usability of earable prototyping.
|
ISWC | 2020 | 9 |
| FLECTILE: 3D-printable soft actuators for wearable computing.
|
ISWC | 2020 | 2 |
| Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone.
|
ECML/PKDD | 2020 | 7 |
| Reevaluating passive haptic learning of morse code.
|
UbiComp | 2019 | 5 |
| A Convolutional Neural Network Approach for Modeling Semantic Trajectories and Predicting Future Locations.
|
ICANN | 2018 | 24 |
| VOCNEA: sleep apnea and hypopnea detection using a novel tiny gas sensor.
|
UbiComp | 2018 | 4 |
| Feasibility of human activity recognition using wearable depth cameras.
|
UbiComp | 2018 | 5 |
| VibrationCap: studying vibrotactile localization on the human head with an unobtrusive wearable tactile display.
|
ISWC | 2017 | 14 |
| Applying Artificial Neural Networks on Two-Layer Semantic Trajectories for Predicting the Next Semantic Location.
|
ICANN | 2017 | 14 |
| Interestingness Classification of Association Rules for Master Data.
|
ICDM | 2017 | 5 |
| RüttelFlug: a wrist-worn sensing device for tactile vertical velocity perception in 3d-space.
|
ISWC | 2016 | 9 |
| Robust in-situ data reconstruction from poisson noise for low-cost, mobile, non-expert environmental sensing.
|
ISWC | 2015 | 18 |
| ProximityHat: a head-worn system for subtle sensory augmentation with tactile stimulation.
|
ISWC | 2015 | 47 |
| Group activity recognition using belief propagation for wearable devices.
|
ISWC | 2014 | 14 |
| Group affiliation detection using model divergence for wearable devices.
|
ISWC | 2014 | 25 |
| A Comparative Study to Evaluate the Usability of Context-Based Wi-Fi Access Mechanisms.
|
HCI | 2014 | 3 |
| Retrofitting smartphones to be used as particulate matter dosimeters.
|
ISWC | 2013 | 27 |
| Using a 2DST waveguide for usable, physically constrained out-of-band Wi-Fi authentication.
|
UbiComp | 2013 | 3 |
| Energy-Efficient Activity Recognition Using Prediction.
|
ISWC | 2012 | 72 |
| A novel micro-vibration sensor for activity recognition: Potential and limitations.
|
ISWC | 2010 | 24 |
| ActiServ: Activity Recognition Service for mobile phones.
|
ISWC | 2010 | 172 |
| Relative positioning technology.
|
ISWC | 2008 | 0 |
| AwareCon: Situation Aware Context Communication.
|
UbiComp | 2003 | 70 |
| Smart-Its Friends: A Technique for Users to Easily Establish Connections between Smart Artefacts.
|
UbiComp | 2001 | 582 |
| ElectronicManual: helping users with ubiquitous access.
|
HCI | 1999 | 2 |
| Sensor-based adaptive mobile user interfaces.
|
HCI | 1999 | 13 |
| A Wearable Context-Awareness Component: Finally a Good Reason to Wear a Tie.
|
ISWC | 1999 | 0 |
| Assistant for an Information Database.
|
CIKM | 1997 | 3 |