| 2025 | PAKDD | Isolating Latent Context Information Enhances Graph Structure Learning for Spatial Interpolation. | Chaofan Li, Till Riedel, Michael Beigl |
| 2025 | SDM | Feature Deviation Embedding Improves Graph Structure Learning for Spatial Interpolation. | Chaofan Li, Till Riedel, Michael Beigl |
| 2024 | ICONIP | Unsupervised Personalized Deep Learning for Wearable Human Activity Recognition. | Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl |
| 2024 | IJCNN | A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice. | Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl |
| 2024 | ISWC | MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers. | Yexu Zhou, Tobias King, Haibin Zhao, Yiran Huang, Till Riedel, Michael Beigl |
| 2024 | PERCOM | Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm. | Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl |
| 2024 | PERCOM | Enhancing Efficiency in HAR Models: NAS Meets Pruning. | Yexu Zhou, Tobias King, Yiran Huang, Haibin Zhao, Till Riedel, Tobias Rddiger, Michael Beigl |
| 2023 | IJCNN | McXai: Local Model-Agnostic Explanation As Two Games. | Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Michael Beigl |
| 2023 | Mobiquitous | Standardizing Your Training Process for Human Activity Recognition Models - A Comprehensive Review in the Tunable Factors. | Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl |
| 2022 | CHI | Psychometric Properties of the User Experience Questionnaire (UEQ). | Andrea Schankin, Matthias Budde, Till Riedel, Michael Beigl |
| 2022 | EDBT | Towards Extracting Causal Graph Structures from TradeData and Smart Financial Portfolio Risk Management. | Ployplearn Ravivanpong, Till Riedel, Pascal Stock |
| 2022 | ICONIP | Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning. | Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl |
| 2022 | IIWAS | Neural Kernel Network Deep Kernel Learning for Predicting Particulate Matter from Heterogeneous Sensors with Uncertainty. | Chaofan Li, Till Riedel, Michael Beigl |
| 2022 | ISWC | Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer. | Haibin Zhao, Yexu Zhou, Till Riedel, Michael Hefenbrock, Michael Beigl |
| 2022 | ISWC | TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition. | Yexu Zhou, Haibin Zhao, Yiran Huang, Till Riedel, Michael Hefenbrock, Michael Beigl |
| 2021 | GI | Adaptives luftqualittsgewichtetes Fahrradrouting mittels Land-use Regression auf Basis offener Daten. | Julian Janen, Paul Tremper, Till Riedel |
| 2021 | GI | Spatial Interpolation of Air Quality Data with Multidimensional Gaussian Processes. | Paul Tremper, Till Riedel, Matthias Budde |
| 2018 | Mobiquitous | Phascope: Fine-grained, Fast, Flexible Motion Profiling based on Phase Offset in Acoustic OFDM Signal. | Long Wang, Till Riedel, Markus Scholz, Michael Beigl, Panlong Yang |
| 2015 | HCI | A Framework for Evaluating the Implementers' Experience in Making Existing Products Accessible: The Prosperity4all Approach. | Katerina Touliou, Maria Gemou, Till Riedel, Maria Panou, Evangelos Bekiaris |
| 2015 | ISWC | ProximityHat: a head-worn system for subtle sensory augmentation with tactile stimulation. | Matthias Berning, Florian Braun, Till Riedel, Michael Beigl |
| 2015 | Mobisys | Poster: bPart - A Small and Versatile Bluetooth Low Energy Sensor Platform for Mobile Sensing. | Matthias Berning, Matthias Budde, Till Riedel, Michael Beigl |
| 2014 | HCI | A Comparative Study to Evaluate the Usability of Context-Based Wi-Fi Access Mechanisms. | Matthias Budde, Till Riedel, Marcel Kpke, Matthias Berning, Michael Beigl |
| 2014 | ISMAR | A study of depth perception in hand-held augmented reality using autostereoscopic displays. | Matthias Berning, Daniel Kleinert, Till Riedel, Michael Beigl |
| 2013 | ISWC | Retrofitting smartphones to be used as particulate matter dosimeters. | Matthias Budde, Pierre Barbera, Rayan Merched El Masri, Till Riedel, Michael Beigl |
| 2013 | MUM | Enabling low-cost particulate matter measurement for participatory sensing scenarios. | Matthias Budde, Rayan Merched El Masri, Till Riedel, Michael Beigl |
| 2008 | SMC | Gath-Geva specification and genetic generalization of Takagi-Sugeno-Kang fuzzy models. | Martin Berchtold, Till Riedel, Christian Decker, Kristof Van Laerhoven |
| 2008 | UIC | AwarePen - Classification Probability and Fuzziness in a Context Aware Application. | Martin Berchtold, Till Riedel, Michael Beigl, Christian Decker |
| 2006 | MASS | Adaptation of On-line Scheduling Strategies for Sensor Network Platforms. | Christian Decker, Till Riedel, Emilian Peev, Michael Beigl |