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About Me

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Activities

I am lab leader at TECO within the Chair for Pervasive Computing Systems of Michael Beigl and lecturer at the Karlsruhe Institute of Technology.

I lead our data science data scientist team within the state funded Smart Data Solution Center Baden-Württemberg that supports the Mittelstand in Baden-Württemberg.
SDIL
I coordinate the nationally funded parts of Smart Data Innovation Lab, a Big Data competence center for research on industrial data.
I am currently serving the KIT Konvent, for which I am one of the employee representatives of the division supervisory board (Informatics, Economics, and Society).

Past Projects

I actively contributed to the following projects.

smartAQnet: A smart airquality network(2017-2020)

Together with my colleagues at TECO I coordinated this interdisciplinary project on airquality assessment. Our interdisciplinary and multimodal approach include citizen participation in Augsburg, which we chose as model region. We published millions of data points gathered there on the smartAQnet server.

  • Budde, Matthias, Andrea Schankin, Julien Hoffmann, Marcel Danz, Till Riedel, and Michael Beigl. "Participatory sensing or participatory nonsense? Mitigating the effect of human error on data quality in citizen science." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1, no. 3 (2017): 1-23.
  • Budde, Matthias, Till Riedel, Michael Beigl, Klaus Schäfer, Stefan Emeis, Josef Cyrys, Jürgen Schnelle-Kreis et al. "SmartAQnet: remote and in-situ sensing of urban air quality." In Remote Sensing of Clouds and the Atmosphere XXII, vol. 10424, p. 104240C. International Society for Optics and Photonics, 2017.

Prosperity4All: Building a Developer Space for a Global Public Inclusive Infrastructure (2014-2018)

My work on this project was focussed on a Developer Space for building assistive technology. Together with Gregg Vanderheiden I led the technical subproject. We further helped to evaluate how such resources can make a difference for developers and on development ecosystems.

TIMBUS: Preserving real life business processes (2011-2014)

Our work in TIMBUS (Timeless Business Processes and Services) was focussed on capturing the context to describe the implicit risks to trigger preservation actions on real world processes (such as maintaining a damn).

Aletheia: Federation of product life cycle data in an industrial internet of things (2008-2011)

I participated for the KIT in the BmBF leading inovation project Aletheia dealing with information federation from the Internet of Things. Using a model driven generative aproach I designed platform independent gateway technology to include IoT device into Web Service based environments. In close collaboration with ABB we applied this technology to an industrial servicing use case.

RELATE: Relative collaborative positioning and interactions (2006-2008)

Before that I lead TecO's work in the EU Future Emerging Technologies Project RELATE investigating sensing technologies and systems appropriate for relative collaborative positioning. In such a system, small, wireless objects perform peer-to-peer sensing and produce relative location and orientation estimates without relying on pre-existing infrastructure. The technology was applied in a real world use case to support the navigation of firefighters under bad sight conditions.

COBIS: Networked collaborative business items (2005-2007)

I started at TecO working EU FP6 Project CoBIs (Collaborative Business Items) that was working on the integration of several sensor network platforms in a service based architecture for business processes.

Further project involvement

Short CV

  • 2015- Lecturer (Akademischer Rat) at KIT
  • 2010- Research (Co-)Director @ TecO
  • 2012 PhD at the computer science faculty of the Karlsruhe Institute of Technology/li>
  • 2005 Diploma in computer science at the University of Karlsruhe

Projects

Job Supervisions

Dr. Till Riedel's publications

2024
MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers
Zhou, Y.; King, T.; Zhao, H.; Huang, Y.; Riedel, T.; Beigl, M.
2024. 2024 ACM International Symposium on Wearable Computers (ISWC ’24) VolltextVolltext der Publikation als PDF-Dokument 
ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models
Huang, Y.; Zhou, Y.; Zhao, H.; Fang, L.; Riedel, T.; Beigl, M.
2024. Springer. doi:10.5445/IR/1000171098 
Standardizing Your Training Process for Human Activity Recognition Models – A Comprehensive Review in the Tunable Factors
Huang, Y.; Zhao, H.; Zhou, Y.; Riedel, T.; Beigl, M.
2024. Mobile and Ubiquitous Systems: Computing, Networking and Services – 20th EAI International Conference, MobiQuitous 2023, Melbourne, VIC, Australia, November 14–17, 2023, Proceedings, Part II. Ed.: A. Zaslavsky, 15 – 27, Springer Nature Switzerland. doi:10.1007/978-3-031-63992-0_2 
A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice
Huang, Y.; Zhou, Y.; Zhao, H.; Riedel, T.; Beigl, M.
2024. 2024 IEEE International Joint Conference on Neural Networks (IJCNN 2024), Yokohama, 30th June - 5th July 2024, Institute of Electrical and Electronics Engineers (IEEE) VolltextVolltext der Publikation als PDF-Dokument 
AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition
Zhou, Y.; Zhao, H.; Huang, Y.; Röddiger, T.; Kurnaz, M.; Riedel, T.; Beigl, M.
2024. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8 (2), Art.-Nr.: 48. doi:10.1145/3659589 VolltextVolltext der Publikation als PDF-Dokument 
Enhancing Efficiency in HAR Models: NAS Meets Pruning
Zhou, Y.; King, T.; Huang, Y.; Zhao, H.; Riedel, T.; Röddiger, T.; Beigl, M.
2024. 22nd IEEE International Conference on Pervasive Computing and Communications (PerCom 2024), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PerComWorkshops59983.2024.10502894 VolltextVolltext der Publikation als PDF-Dokument 
Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm
Huang, Y.; Zhou, Y.; Zhao, H.; Riedel, T.; Beigl, M.
2024. 22nd IEEE International Conference on Pervasive Computing and Communicaitons (PerCom 2024), Institute of Electrical and Electronics Engineers (IEEE) VolltextVolltext der Publikation als PDF-Dokument 
ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models
Huang, Y.; Zhou, Y.; Zhao, H.; Fang, L.; Riedel, T.; Beigl, M.
2024. Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track – European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9–13, 2024, Proceedings, Part X. Ed.: A. Bifet, 429–446, Springer Nature Switzerland. doi:10.1007/978-3-031-70381-2_27 
Unsupervised Personalized Deep Learning for Wearable Human Activity Recognition
Huang, Y.; Zhou, Y.; Zhao, H.; Riedel, T.; Beigl, M.
2024. Springer 
2023
Standardizing Your Training Process for Human Activity Recognition Models – A Comprehensive Review in the Tunable Factors
Huang, Y.; Zhao, H.; Zhou, Y.; Riedel, T.; Beigl, M.
2023. Proceedings of the 20th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2023), Springer VolltextVolltext der Publikation als PDF-Dokument 
Smart Data Innovation Challenges: Abschlussbericht zum Projekt SDI- C Förderkennzeichen: 01IS19030A-G
Riedel, T.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164031 VolltextVolltext der Publikation als PDF-Dokument 
State Graph Based Explanation Approach for Black-Box Time Series Model
Huang, Y.; Li, C.; Lu, H.; Riedel, T.; Beigl, M.
2023. Explainable Artificial Intelligence – First World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part III, Ed.: L. Longo, 153 – 164, Springer Nature Switzerland. doi:10.1007/978-3-031-44070-0_8 VolltextVolltext der Publikation als PDF-Dokument 
McXai: Local Model-Agnostic Explanation As Two Games
Huang, Y.; Schaal, N.; Hefenbrock, M.; Zhou, Y.; Riedel, T.; Beigl, M.
2023. 2023 International Joint Conference on Neural Networks (IJCNN), 01–08, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IJCNN54540.2023.10191756 
Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning
Huang, Y.; Zhou, Y.; Hefenbrock, M.; Riedel, T.; Fang, L.; Beigl, M.
2023. Neural Information Processing – 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings. Part III. Ed.: M. Tanveer, 206 – 215, Springer International Publishing. doi:10.1007/978-3-031-30111-7_18 
Automatic Feature Engineering Through Monte Carlo Tree Search
Huang, Y.; Zhou, Y.; Hefenbrock, M.; Riedel, T.; Fang, L.; Beigl, M.
2023. Machine Learning and Knowledge Discovery in Databases – European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part III. Ed.: M.-R. Amini, 581–598, Springer Nature Switzerland. doi:10.1007/978-3-031-26409-2_35 
2022
Tools and methods for Edge-AI-systems
Schwabe, N.; Zhou, Y.; Hielscher, L.; Röddiger, T.; Riedel, T.; Reiter, S.
2022. at - Automatisierungstechnik, 70 (9), 767–776. doi:10.1515/auto-2022-0023 
TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition
Zhou, Y.; Zhao, H.; Huang, Y.; Hefenbrock, M.; Riedel, T.; Beigl, M.
2022. International Symposium on Wearable Computers (ISWC’22) , Atlanta, GA and Cambridge, UK, September 11-15, 2022, 89–93, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558467 VolltextVolltext der Publikation als PDF-Dokument 
Psychometric Properties of the User Experience Questionnaire (UEQ)
Schankin, A.; Budde, M.; Riedel, T.; Beigl, M.
2022. CHI ’22: CHI Conference on Human Factors in Computing Systems ; 29 April – 5 May 2022, New Orleans, LA, USA, Art.-Nr.: 466, Association for Computing Machinery (ACM). doi:10.1145/3491102.3502098 
SmartAQnet 2020: A New Open Urban Air Quality Dataset from Heterogeneous PM Sensors
Li, C.; Budde, M.; Tremper, P.; Schäfer, K.; Riesterer, J.; Redelstein, J.; Petersen, E.; Khedr, M.; Liu, X.; Köpke, M.; Hussain, S.; Ernst, F.; Kowalski, M.; Pesch, M.; Werhahn, J.; Hank, M.; Philipp, A.; Cyrys, J.; Schnelle-Kreis, J.; Grimm, H.; Ziegler, V.; Peters, A.; Emeis, S.; Riedel, T.; Beigl, M.
2022. ProScience, 8. doi:10.14644/dust2021.001 VolltextVolltext der Publikation als PDF-Dokument 
Neural Kernel Network Deep Kernel Learning for Predicting Particulate Matter from Heterogeneous Sensors with Uncertainty
Li, C.; Riedel, T.; Beigl, M.
2022. Information Integration and Web Intelligence – 24th International Conference, iiWAS 2022, Virtual Event, November 28–30, 2022, Proceedings. Ed.: E. Pardede, 252–266, Springer Nature Switzerland. doi:10.1007/978-3-031-21047-1_22 VolltextVolltext der Publikation als PDF-Dokument 
Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer
Zhao, H.; Zhou, Y.; Riedel, T.; Hefenbrock, M.; Beigl, M.
2022. International Symposium on Wearable Computers (ISWC’22) , Atlanta, GA and Cambridge, UK, September 11-15, 2022, 84–88, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558461 VolltextVolltext der Publikation als PDF-Dokument 
Towards Extracting Causal Graph Structures from Trade Data and Smart Financial Portfolio Risk Management
Ravivanpong, P.; Riedel, T.; Stock, P.
2022. EDBT/ICDT-WS 2022: Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference ; Edinburgh, UK, March 29, 2022. Ed.: M. Ramanath, CEUR-WS.org VolltextVolltext der Publikation als PDF-Dokument 
McXai: Local model-agnostic explanation as two games
Huang, Y.; Schaal, N.; Hefenbrock, M.; Zhou, Y.; Riedel, T.; Fang, L.; Beigl, M.
2022 
2021
Hochaufgelöste Erfassung der urbanen Feinstaubbelastung mittels Messnetz aus kostengünstigen Sensoren und numerischen Simulationen
Schäfer, K.; Budde, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Grimm, H.; Hank, M.; Kowalski, M.; Pesch, M.; Peters, A.; Philipp, A.; Riedel, T.; Riesterer, J.; Schnelle-Kreis, J.; Tremper, P.; Uhrner, U.; Werhahn, J.; Ziegler, V.; Beigl, M.
2021. Gefahrstoffe, Reinhaltung der Luft, 81 (9-10), 353–361 
Adaptives luftqualitätsgewichtetes Fahrradrouting mittels Land-use Regression auf Basis offener Daten
Janßen, J.; Riedel, T.; Tremper, P.
2021. Workshop: 2. Workshop Künstliche Intelligenz in der Umweltinformatik (KIUI-2021), 321–331, Gesellschaft für Informatik (GI). doi:10.18420/informatik2021-026 VolltextVolltext der Publikation als PDF-Dokument 
PAISE®. Das Vorgehensmodell für KI-Engineering
Hasterok, C.; Stompe, J.; Pfrommer, J.; Usländer, T.; Ziehn, J.; Reiter, S.; Weber, M.; Riedel, T.
2021. Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (IOSB) 
Spatial Interpolation of Air Quality Data with Multidimensional Gaussian Processes
Tremper, P.; Riedel, T.; Budde, M.
2021. Workshop: 2. Workshop Künstliche Intelligenz in der Umweltinformatik (KIUI-2021), 269–286, Gesellschaft für Informatik (GI). doi:10.18420/informatik2021-022 VolltextVolltext der Publikation als PDF-Dokument 
Ensuring a Robust Multimodal Conversational User Interface during Maintenance Work
Fleiner, C.; Riedel, T.; Beigl, M.; Ruoff, M.
2021. MuC ’21: Mensch und Computer 2021. Ed.: S. Schneegass, 79–91, Association for Computing Machinery (ACM). doi:10.1145/3473856.3473871 VolltextVolltext der Publikation als PDF-Dokument 
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Zhou, Y.; Hefenbrock, M.; Huang, Y.; Riedel, T.; Beigl, M.
2021. Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track : European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part IV. Ed.: Y. Dong, 461–477, Springer International Publishing. doi:10.1007/978-3-030-67667-4_28 
2020
Point and contextual anomaly detection in building load profiles of a university campus
Wang, L.; Turowski, M.; Zhang, M.; Riedel, T.; Beigl, M.; Mikut, R.; Hagenmeyer, V.
2020. 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 11–15, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISGT-Europe47291.2020.9248792 VolltextVolltext der Publikation als PDF-Dokument 
The Merits of a Decentralized Pollution-Monitoring System Based on Distributed Ledger Technology
Lücking, M.; Kannengießer, N.; Kilgus, M.; Riedel, T.; Beigl, M.; Sunyaev, A.; Stork, W.
2020. IEEE access, 8, 189365–189381. doi:10.1109/ACCESS.2020.3028430 VolltextVolltext der Publikation als PDF-Dokument 
Characterizing Air Quality in Urban Areas with Mobile Measurement and High Resolution Open Spatial Data: Comparison of Different Machine-Learning Approaches Using a Visual Interface
Shen, Y.; Lehmler, S.; Murshed, S. M.; Riedel, T.
2020. Science and Technologies for Smart Cities – 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings. Ed.: H. Santos, 115–126, Springer International Publishing. doi:10.1007/978-3-030-51005-3_12 
AudioIO: Indoor Outdoor Detection on Smartphones via Active Sound Probing
Wang, L.; Roth, J.; Riedel, T.; Beigl, M.; Yao, J.
2020. 3rd EAI International Conference on IoT in Urban Space. Ed.: R. José, 81–95, Springer International Publishing. doi:10.1007/978-3-030-28925-6_8 
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Zhou, Y.; Gao, Y.; Huang, Y.; Hefenbrock, M.; Riedel, T.; Beigl, M.
2020 
NeuralIO: Indoor outdoor detection via multimodal sensor data fusion on smartphones
Wang, L.; Sommer, L.; Riedel, T.; Beigl, M.; Zhou, Y.; Huang, Y.
2020. Science and Technologies for Smart Cities: 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings. Ed.: H. Santos, 127–138, Springer. doi:10.1007/978-3-030-51005-3_13 
NeuralIO: Indoor-Outdoor Detection via Multimodal Sensor Data Fusion on Smartphones
Wang, L.; Sommer, L.; Zhou, Y.; Huang, Y.; Wang, J.; Riedel, T.; Beigl, M.
2020. Sensors and materials, 32 (1), Article: 1. doi:10.18494/SAM.2020.2586 VolltextVolltext der Publikation als PDF-Dokument 
Phascope: Fine-Grained, Fast, Flexible Motion Profiling based on Phase Offset in Acoustic OFDM Signal
Wang, L.; Riedel, T.; Scholz, M.; Beigl, M.; Yang, P.
2020. Mobile networks and applications, 25, 537–550. doi:10.1007/s11036-019-01370-z 
2019
Assessment of three-dimensional, fine-granular measurement of particulate matter by a smart air quality network in urban area
Redelstein, J.; Budde, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Grimm, H.; Hank, M.; Holst, C.; Münkel, C.; Pesch, M.; Petersen, E.; Philipp, A.; Riedel, T.; Riesterer, J.; Schäfer, K.; Schnelle-Kreis, J.; Uhrner, U.; Werhahn, J.; Ziegler, V.; Beigl, M.
2019. SPIE Remote Sensing of Clouds and the Atmosphere XXIV, Strasbourg, France, 09–12 September 2019, 111520N, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2533096 
Abschlussbericht zum Vorhaben "Dynamische Vernetzung und intelligente Bausteine der ScaleIT – Referenzarchitektur" (Fkz: 02P14B18089)
Miclaus, A.; Riedel, T.; Beigl, M.
2019 
Low-Cost Sensing and Data Management in SmartAQnet
Budde, M.; Riesterer, J.; Köpke, M.; Tremper, P.; Riedel, T.
2019. Mid-term and 1st International Networking Workshop of the SmartAQnet Project : December 4th and 5th 2018, Munich. Ed.: M. Budde, 3, Karlsruher Institut für Technologie (KIT) VolltextVolltext der Publikation als PDF-Dokument 
FeinPhone: Low-cost Smartphone Camera-based 2D Particulate Matter Sensor
Budde, M.; Leiner, S.; Köpke, M.; Riesterer, J.; Riedel, T.; Beigl, M.
2019. Sensors, 19 (3), Article: 749. doi:10.3390/s19030749 VolltextVolltext der Publikation als PDF-Dokument 
2018
Smart Air Quality Network for spatial high-resolution monitoring in urban area
Schäfer, K.; Budde, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Grimm, H.; Hank, M.; Hinterreiter, S.; Pesch, M.; Petersen, E.; Philipp, A.; Redelstein, J.; Riedel, T.; Riesterer, J.; Schnelle-Kreis, J.; Ziegler, V.; Beigl, M.; Münkel, C.; Uhrner, U.; Werhahn, J.
2018. SPIE Remote Sensing of Clouds and the Atmosphere XXIII, Berlin, Germany, 12-13 September 2018. Ed.: A. Comerón, 107860B, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2325756 
Suitability of the low-cost SDS011 particle sensor for urban PM monitoring
Budde, M.; Müller, T.; Laquai, B.; Streibl, N.; Schwarz, A. D.; Schindler, G.; Riedel, T.; Beigl, M.; Dittler, A.
2018, Mai. 3rd International Conference on Atmospheric Dust (DUST 2018), Bari, Italien, 29.–31. Mai 2018 
Automated Quality Assessment of (Citizen) Weather Stations
Bruns, J.; Riesterer, J.; Wang, B.; Riedel, T.; Beigl, M.
2018. GI-Forum, 1, 65–81. doi:10.1553/giscience2018_01_s65 VolltextVolltext der Publikation als PDF-Dokument 
Potential and limitations of the low-cost SDS011 particle sensor for monitoring urban air quality
Budde, M.; Schwarz, A. D.; Müller, T.; Laquai, B.; Streibl, N.; Schindler, G.; Köpke, M.; Riedel, T.; Dittler, A.; Beigl, M.
2018. ProScience, 5, 6–12. doi:10.14644/dust.2018.002 
Phascope: Fine-grained, fast, flexible motion profiling based on phase offset in acoustic OFDM signal
Wang, L.; Riedel, T.; Scholz, M.; Beigl, M.; Yang, P.
2018. 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Mobiquitous 2018; New York; United States; 5 November 2018 through 7 November 2018, 292–301, Association for Computing Machinery (ACM). doi:10.1145/3286978.3287016 
Challenges in Capturing and Analyzing High Resolution Urban Air Quality Data
Budde, M.; Riedel, T.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 1162–1165, Association for Computing Machinery (ACM). doi:10.1145/3267305.3274762 
Challenges and Lessons from Working with Data Collected by Crowdfunding in the Wild
Exler, A.; Budde, M.; Pescara, E.; Schankin, A.; Riedel, T.; Beigl, M.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 618–623, Association for Computing Machinery (ACM). doi:10.1145/3267305.3267545 VolltextVolltext der Publikation als PDF-Dokument 
SmartAQnet – neuer smarter Weg zur räumlichen Erfassung von Feinstaub
Hinterreiter, S.; Budde, M.; Schäfer, K.; Riesterer, J.; Riedel, T.; Köpke, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Hank, M.; Philipp, A.; Petersen, E.; Redelstein, J.; Schnelle-Kreis, J.; Young, D.; Kowalski, M.; Ziegler, V.; Beigl, M.
2018. AGIT, 2018 (4), 394–403. doi:10.14627/537647050 VolltextVolltext der Publikation als PDF-Dokument 
Innovative Sensing Methods for Air Quality in Larger Cities – Evaluated in the Context of Three-Dimensionality of the Urban Boundary Layer
Emeis, S.; Young, D.; Zeeman, M.; Holst, C.; Hinterreiter, S.; Ziegler, V.; Philipp, A.; Cyrys, J.; Schnelle-Kreis, J.; Schäfer, K.; Riedel, T.; Budde, M.
2018. 10th International Conference on Urban Climate/14th Symposium on the Urban Environment (2018), New York City, NY, USA, 6.–10. August 2018 
Innovative Datenerfassungsmethoden für urbane Luftqualität
Emeis, S.; Young, D.; Werhahn, J.; Schäfer, K.; Uhrner, U.; Philipp, A.; Riedel, T.; Budde, M.; Beigl, M.
2018. METTOOLS X - Umweltmeteorologie-Tagung (2018), Braunschweig, Deutschland, 25.–27. September 2018 
Descriptive compound identifier names improve source code comprehension
Schankin, A.; Berger, A.; Holt, D. V.; Hofmeister, J. C.; Riedel, T.; Beigl, M.
2018. ACM/IEEE 26th International Conference on Program Comprehension, ICPC 2018, collocated with the 40th International Conference on Software Engineering, ICSE 2018; Gothenburg; Sweden; 27 May 2018 through 28 May 2018, 31–40, Association for Computing Machinery (ACM). doi:10.1145/3196321.3196332 
2017
SmartAQnet: remote and in-situ sensing of urban air quality
Budde, M.; Riedel, T.; Beigl, M.; Schäfer, K.; Emeis, S.; Cyrys, J.; Schnelle-Kreis, J.; Philipp, A.; Ziegler, V.; Gratza, T.; Grimm, H.; Gratza, T.
2017. Remote Sensing of Clouds and the Atmosphere XXII. Ed.: A. Comeron, 12, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2282698 VolltextVolltext der Publikation als PDF-Dokument 
Participatory Sensing or Participatory Nonsense? – Mitigating the Effect of Human Error on Data Quality in Citizen Science
Budde, M.; Schankin, A.; Hoffmann, J.; Danz, M.; Riedel, T.; Beigl, M.
2017. Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 1 (3), 1–23. doi:10.1145/3131900 VolltextVolltext der Publikation als PDF-Dokument 
Smart Data Analytics – Mit Hilfe von Big Data Zusammenhänge erkennen und Potentiale nutzen
Wierse, A.; Riedel, T.
2017. De Gruyter Oldenbourg. doi:10.1515/9783110463958 
Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection
Jacoby, M.; Riedel, T.
2017. Machine Learning for Cyber Physical Systems : Selected papers from the International Conference ML4CPS 2016. Ed.: J. Beyerer, 9–15, Springer Vieweg. doi:10.1007/978-3-662-53806-7_2 
Data Analysis on Building Load Profiles : A Stepping Stone to Future Campus
Wang, L.; Ding, Y.; Riedel, T.; Miclaus, A.; Beigl, M.
2017. Proceedings of the 2017 International Smart Cities Conference (ISC2), Wuxi, China, 14th - 17th September 2017, Art.Nr. 8090823, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2017.8090823 VolltextVolltext der Publikation als PDF-Dokument 
Lessons from failures in designing and conducting experimental studies : A brief anecdotal tutorial
Budde, M.; Exler, A.; Riedel, T.; Beigl, M.; Schankin, A.
2017. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, Maui, Hawaii, USA, 11th - 15th September 2017, 992–999, Association for Computing Machinery (ACM). doi:10.1145/3123024.3124392 
Open DeveloperSpace : An Enabling Infrastructure for Stakeholders to Generate New Access Solutions
Vanderheiden, G.; Riedel, T.; Peissner, M.; Clark, C.; Peinado, I.; Atkins, T.; Tsakou, G.; Basman, A.; Bates, S.; Gill, A.
2017. Studies in health technology and informatics, 242, 1047–1054. doi:10.3233/978-1-61499-798-6-1047 
Low-disruptive and timely dynamic software updating of smart grid components
Neumann, M. A.; Bach, C. T.; Ding, Y.; Riedel, T.; Beigl, M.
2017. Smart Grid Inspired Future Technologies : 2nd EAI International Conference on Smart Grid Inspired Future Technologies, London, United Kingdom, 27th - 28th March 2017. Ed.: E. T. Lau, 155–171, Springer. doi:10.1007/978-3-319-61813-5_16 
Predicting target events in industrial domains
Borges, J.; Neumann, M. A.; Bauer, C.; Ding, Y.; Riedel, T.; Beigl, M.
2017. MLDM 2017 : International Conference on Machine Learning and Data Mining in Pattern Recognition, New York, USA, 15th - 20th July 2017. Ed.: P. Perner, 17–31, Springer. doi:10.1007/978-3-319-62416-7_2 
Interestingness classification of association rules for master data
Han, W.; Borges, J.; Neumayer, P.; Ding, Y.; Riedel, T.; Beigl, M.
2017. Advances in Data Mining : Applications and Theoretical Aspects : Proceedings of the 17th Industrial Conference (ICDM 2017), New York, USA, 12th - 13th July 2017. Ed.: P. Perner, 237–245, Springer. doi:10.1007/978-3-319-62701-4_18 
2016
Towards the shop floor app ecosystem : Using the semantic web for gluing together apps into mashups
Miclaus, A.; Clauss, W.; Schwert, E.; Neumann, M. A.; Mütsch, F.; Riedel, T.; Schmidt, F.; Beigl, M.
2016. WoT ’16 : Proceedings of the Seventh International Workshop on the Web of Things, Stuttgart, Germany, 7th November 2016, 17–21, Association for Computing Machinery (ACM). doi:10.1145/3017995.3017999 
Always-On Web of Things Infrastructure using Dynamic Software Updating
Neumann, M. A.; Bach, C. T.; Miclaus, A.; Riedel, T.; Beigl, M.
2016. WoT ’16 : Proceedings of the Seventh International Workshop on the Web of Thin, Stuttgart, Germany, 7th November 2016, 5–10, Association for Computing Machinery (ACM). doi:10.1145/3017995.3017997 
DSpace: An inclusive repository for cost-efficient development of accessible control interfaces
Kocsis, O.; Vanderheiden, G.; Peinado, I.; De Lera, E.; Smirek, L.; Zimmermann, G.; Riedel, T.; Fendrich, N.
2016. 2016 IEEE Symposium Series on Computational Intelligence, (SSCI), Athens, GR, December 6-9, 2016. Proceedings, 7850062, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SSCI.2016.7850062 
Towards two-tier citizen sensing
Borges, J.; Budde, M.; Peters, O.; Riedel, T.; Beigl, M.
2016. Improving the citizens quality of life : IEEE Second International Smart Cities Conference (ISC2 2016), 12-15 September 2016, Trento - Italy, proceedings, Art.Nr. 07580771, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2016.7580771 
Message from the general and program chairs (Editorial)
Yonezawa, T.; Riedel, T.; Tsubouchi, K.
2016. Second International Conference on IoT in Urban Space (Urb-IoT) Tokyo, Japan, May 24 – 25, 2016. Ed.: T. Yonezawa, 1–2, Association for Computing Machinery (ACM) 
Urban Anomaly Detection: a Use-Case for Participatory Infra-Structure Monitoring
Borges, J. D. M.; Riedel, T.; Beigl, M.
2016. Second International Conference on IoT in Urban Space (Urb-IoT), Tokyo, Japan — May 24 - 25, 2016, 36–38, Association for Computing Machinery (ACM). doi:10.1145/2962735.2962757 
EstaVis: A Real-World Interactive Platform for Crowdsourced Visual Urban Analytics
Borges, J. D. M.; Budde, M.; Peters, O.; Riedel, T.; Schankin, A.; Beigl, M.
2016. Second International Conference on IoT in Urban Space (Urb-IoT) Tokyo, Japan, May 24 - 25, 2016, 65–70, Association for Computing Machinery (ACM). doi:10.1145/2962735.2962749 
2015
A Framework for Evaluating the Implementers’ Experience in Making Existing Products Accessible: The Prosperity4all Approach
Touliou, K.; Gemou, M.; Riedel, T.; Panou, M.; Bekiaris, E.
2015. Human Aspects of IT for the Aged Population. Design for Aging – First International Conference, ITAP 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings, Part I. Ed.: J. Zhou, 387–397, Springer International Publishing. doi:10.1007/978-3-319-20892-3_38 
bPart - A Small and Versatile Bluetooth Low Energy Sensor Platform for Mobile Sensing
Berning, M.; Budde, M.; Riedel, T.; Beigl, M.
2015. MobiSys ’15 Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services, Florence, Italy, May 18-22nd 2015, 473, Association for Computing Machinery (ACM). doi:10.1145/2742647.2745903 
ProximityHat: a head-worn system for subtle sensory augmentation with tactile stimulation
Berning, M.; Braun, F.; Riedel, T.; Beigl, M.
2015. ISWC ’15 Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka; Japan; 7 September 2015 through 11 September 2015, 31–38, Association for Computing Machinery (ACM). doi:10.1145/2802083.2802088 
Identification of relevant sensor sources for context-aware ESM apps in ambulatory assessment
Bachmann, A.; Robert Zetzsche; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. UbiComp/ISWC’15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan, Sep. 7-11, 2015, 265–268, Association for Computing Machinery (ACM). doi:10.1145/2800835.2800944 
How to use smartphones for less obtrusive ambulatory mood assessment and mood recognition
Bachmann, A.; Klebsattel, C.; Budde, M.; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. UbiComp/ISWC’15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan, Sep. 7-11, 2015, 693–702, Association for Computing Machinery (ACM). doi:10.1145/2800835.2804394 
Leveraging smartwatches for unobtrusive mobile ambulatory mood assessment
Bachmann, A.; Klebsattel, C.; Schankin, A.; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. UbiComp/ISWC’15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan, Sep. 7-11, 2015, 1057–1062, Association for Computing Machinery (ACM). doi:10.1145/2800835.2800960 
ESMAC: A Web-Based Configurator for Context-Aware Experience Sampling Apps in Ambulatory Assessment
Bachmann, A.; Zetzsche, R.; Schankin, A.; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. 5th EAI International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies", London, Great Britain October 14–16, 2015. doi:10.4108/eai.14-10-2015.2261679 
IndianaJS: Building spatially aware web sites for the Web of Things
Miclaus, A.; Unseld, J.; Miclaus, A.; Berning, M.; Riedel, T.; Beigl, M.
2015. WoT ’15 Proceedings of the 6th International Workshop on the Web of Things, Seoul; South Korea; 26 October 2015, Art.Nr. 4, Association for Computing Machinery (ACM). doi:10.1145/2834791.2834796 
2014
A study of depth perception in hand-held augmented reality using autostereoscopic displays
Berning, M.; Kleinert, D.; Riedel, T.; Beigl, M.
2014. 2014 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 93–98, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ismar.2014.6948413 
End-user installation of heterogeneous home automation systems using pen and paper interfaces and dynamically generated documentation
Miclaus, A.; Riedel, T.; Beigl, M.
2014. International Conference on the Internet of Things (IOT 2014), Cambridge, MA, USA, 6.–8. Oktober 2014 
Improving Participatory Urban Infrastructure Monitoring through Spatio-Temporal Analytics
Budde, M.; Borges, J. D. M.; Tomov, S.; Riedel, T.; Beigl, M.
2014. 3rd ACM SIGKDD International Workshop on Urban Computing, Association for Computing Machinery (ACM) 
A Comparative Study to Evaluate the Usability of Context-Based Wi-Fi Access Mechanisms
Budde, M.; Riedel, T.; Köpke, M.; Berning, M.; Beigl, M.
2014. Universal Accessin Human-ComputerInteraction : Aging and Assistive Environments : 8th International Conference, UAHCI 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22–27, 2014, Proceedings, Part III. Ed.: C. Stephanidis, 451–462, Springer International Publishing. doi:10.1007/978-3-319-07446-7_44 
Leveraging Spatio-Temporal Clustering for Participatory Urban Infrastructure Monitoring
Budde, M.; Borges, J. D. M.; Tomov, S.; Riedel, T.; Beigl, M.
2014. Proceedings of the First International Conference on IoT in Urban Space, Rome, Italy, October 27-28, 2014. In-cooperation with ACM SIGAPP, SIGCHI and SIGSPATIAL. Ed.: F. Kawsar, ICST. doi:10.4108/icst.urb-iot.2014.257282 
End-user installation of heterogeneous home automation systems using pen and paper interfaces and dynamically generated documentation
Miclaus, A.; Riedel, T.; Beigl, M.
2014. 2014 International Conference on the Internet of Things (IOT 2014), Cambridge, Massachusetts, USA, October 6 - 8, 2014, 19–24, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IOT.2014.7030109 
From Load Forecasting to Demand Response - A Web of Things Use Case
Ding, Y.; Neumann, M. A.; Kehri, Ö.; Ryder, G.; Riedel, T.; Beigl, M.
2014. 5th International Workshop on the Web of Things (WoT); Cambridge, MA; United States; 8 October 2014, 28–33, Association for Computing Machinery (ACM). doi:10.1145/2684432.2684438 
Semantic Web Based Context-Adaptable Generation of Product Specific Documentation
Miclaus, A.; Riedel, T.; Unseld, J.; Beigl, M.
2014. 5th International Workshop on the Web of Things (WoT); Cambridge, MA; United States; 8 October 2014, 10–15, Association for Computing Machinery (ACM). doi:10.1145/2684432.2684435 
2013
IoT applications—value creation for industry
Fantana, N. L.; Riedel, T.; Schlick, J.; Ferber, S.; Hupp, J.; Miles, S.; Michahelles, F.; Svensson, S.
2013. Internet of Things: Converging technologies for smart environments and integrated ecosystems. Ed.: O. Vermesan, 153–206, River Publishers 
IoT applications : value creation for industry
Fantana, N. L.; Riedel, T.; Schlick, J.; Ferber, S.; Hupp, J.; Miles, S.; Michahelles, F.; Svensson, S.
2013. Internet of Things : Converging technologies for smart environments and integrated ecosystems. Ed.: O. Vermesan, 168, River Publishers 
Temporally-relaxed conditions for activation of services in the web of things
Neumann, M. A.; Hassler, D.; Ding, Y.; Riedel, T.; Beigl, M.
2013. UbiComp ’13 Adjunct: Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication, Zurich Switzerland, September 8 - 12, 2013, 1525–1534, Association for Computing Machinery (ACM). doi:10.1145/2494091.2497586 
Semantic Federation of Product Information from Structured and Unstructured Sources
Wauer, M.; Meinecke, J.; Schuster, D.; Konzag, A.; Aleksy, M.; Riedel, T.
2013. Web-Based Multimedia Advancements in Data Communications and Networking Technologies. Ed.: V. Sridhar, 139–168, IGI Global. doi:10.4018/978-1-4666-2026-1.ch008 
Device-free and device-bound activity recognition using radio signal strength
Scholz, M.; Riedel, T.; Hock, M.; Beigl, M.
2013. AH ’13: Proceedings of the 4th Augmented Human International Conference, Stuttgart, Germany, March 7 - 8, 2013. Ed.: A. Schmidt, 100–107, Association for Computing Machinery (ACM). doi:10.1145/2459236.2459254 
Retrofitting smartphones to be used as particulate matter dosimeters
Budde, M.; Barbera, P.; El Masri, R.; Riedel, T.; Beigl, M.
2013. 17th Annual International Symposium on Wearable Computers (ISWC’13), Zürich, Switzerland, September 8-12, 2013, 139–140, Association for Computing Machinery (ACM). doi:10.1145/2493988.2494342 
Using a 2DST waveguide for usable, physically constrained out-of-band Wi-Fi authentication
Budde, M.; Köpke, M.; Berning, M.; Riedel, T.; Beigl, M.
2013. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp’13), Zürich, Switzerland, September 8-12, 2013, 221–224, Association for Computing Machinery (ACM). doi:10.1145/2493432.2494264 
Point & control - interaction in smart environments: you only click twice
Budde, M.; Berning, M.; Baumgärtner, C.; Kinn, F.; Kopf, T.; Ochs, S.; Reiche, F.; Riedel, T.; Beigl, M.
2013. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp’13), Zürich, Switzerland, September 8-12, 2013, 303–306, Association for Computing Machinery (ACM). doi:10.1145/2494091.2494184 
PARnorama: 360 Degree interactive video for augmented reality prototyping
Berning, M.; Yonezawa, T.; Riedel, T.; Nakazawa, J.; Beigl, M.; Tokuda, H.
2013. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp’13), Zürich, Switzerland, September 8-12, 2013, 1471–1474, Association for Computing Machinery (ACM). doi:10.1145/2494091.2499570 
Enabling low-cost particulate matter measurement for participatory sensing scenarios
Budde, M.; El Masri, R.; Riedel, T.; Beigl, M.
2013. 12th International Conference on Mobile and Ubiquitous Multimedia (MUM’13), Lulea, Sweden, December 2-5, 2013, Art.-Nr.: 19, Association for Computing Machinery (ACM). doi:10.1145/2541831.2541859 
2012
Augmented service in the factory of the future
Berning, M.; Riedel, T.; Karl, D.; Schandinat, F.; Beigl, M.; Fantana, N.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–2, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240571 
A Platform-as-a-Service for in-situ development of wireless sensor network applications
Ding, Y.; Neumann, M. A.; Gordon, D.; Riedel, T.; Miyaki, T.; Beigl, M.; Zhang, W.; Zhang, L.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240527 
A prototype of an in-situ radio sensing and visualization device
Karatzoglou, A.; Scholz, M.; Riedel, T.; Beigl, M.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–2, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240575 
Design of a printed organic RFID circuit with an integrated sensor for smart labels
Jakimovski, P.; Riedel, T.; Hadda, A.; Beigl, M.
2012. International Multi-Conference on Systems, Signals & Devices, Chemnitz, Germany, 20-23 March 2012, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ssd.2012.6197986 
Middleware für Ubiquitäre Systeme: Ein Modellgetriebener Ansatz. Dissertation
Riedel, T.
2012. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000036145 VolltextVolltext der Publikation als PDF-Dokument 
2011
Semantic Federation of Product Information from Structured and Unstructured Sources
Wauer, M.; Meinecke, J.; Schuster, D.; Konzag, A.; Aleksy, M.; Riedel, T.
2011. International journal of business data communications and networking, 7 (2), 69–97. doi:10.4018/jbdcn.2011040105 
Smart Beijing: Correlation of Urban Electrical Energy Consumption with Urban Environmental Sensing for Optimizing Distribution Planning
Ding, Y.; Zhang, W.; Miyaki, T.; Riedel, T.; Zhang, L.; Beigl, M.
2011. ENERGY 2011 : the First International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies : May 22-27, 2011, Venice/Mestre, Italy. Ed.: A. Gnazzo, 98–101, International Academy Research and Industry Association (IARIA) 
SmartTecO – context-based ambient sensing and monitoring for optimizing energy consumption
Ding, Y.; Namatame, N.; Riedel, T.; Miyaki, T.; Budde, M.
2011. ICAC ’11: Proceedings of the 8th ACM international conference on Autonomic computing, Karlsruhe, Germany, June 14-18, 2011. Ed.: H. Schmeck, 169–170, Association for Computing Machinery (ACM). doi:10.1145/1998582.1998612 
Monitoring for Digital Preservation of Processes
Neumann, M. A.; Riedel, T.; Taylor, P.; Schmidtke, H. R.; Beigl, M.
2011. Modeling and Using Context. Ed.: M. Beigl, 214–220, Springer Nature Switzerland. doi:10.1007/978-3-642-24279-3_22 
A distributed resource management architecture for interconnecting Web-of-Things using uBox
Namatame, N.; Ding, Y.; Riedel, T.; Tokuda, H.; Miyaki, T.; Beigl, M.
2011. WoT ’11: Proceedings of the Second International Workshop on Web of Things, San Francisco, June 12-15, 2011 in conjunction with Pervasive 2011. Ed.: D. Guinard, Article No.: 4, Association for Computing Machinery (ACM). doi:10.1145/1993966.1993972 
2010
A pragmatic architecture for ad-hoc sensing and servicing of industrial machinery
Fantana, N. L.; Riedel, T.
2010. 2010 Seventh International Conference on Networked Sensing Systems (INSS), Kassel, Germany, 15-18 June 2010, 165–168, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2010.5572177 
A Model Driven Internet of Things
Riedel, T.; Yordanov, D.; Fantana, N.; Scholz, M.; Decker, C.
2010. 2010 Seventh International Conference on Networked Sensing Systems (INSS), Kassel, Germany, 15-18 June 2010, 265–268, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2010.5573154 
A flexible architecture for a robust indoor navigation support device for firefighters
Scholz, M.; Riedel, T.; Decker, C.
2010. 2010 Seventh International Conference on Networked Sensing Systems (INSS), 227–232, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2010.5573554 
A MVC prototype for the landmarke firefighter navigation system (IOT2010)
Scholz, M.; Ramirez, L.; Denef, S.; Betz, M.; Dyrks, T.; Scholl, P.; Busse, M.; Stoetzer, M.; Budde, M.; Berning, M.; Shishkova, D.; Riedel, T.; Beigl, M.
2010 
Cooperative Relative Positioning
Gellersen, H.; Lukowicz, P.; Beigl, M.; Riedel, T.
2010. IEEE pervasive computing, 9 (4), 78–89. doi:10.1109/MPRV.2010.18 
Using Web Service Gateways and Code Generation for Sustainable System Development
Riedel, T.; Schmidtke, H. R.; Beigl, M.; Fantana, N.
2010. Internet of Things (IOT). Ed.: F. Michahelles, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iot.2010.5678449 
2009
Servicing industrial machinery: Challenges using wireless identification and networked sensing systems
Fantana, N. L.; Riedel, T.
2009. 2009 Sixth International Conference on Networked Sensing Systems (INSS), Pittsburgh, PA, USA, 17-19 June 2009, 1–4, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2009.5409948 
Mobile und Verteilte Systeme - Ubiquitous Computing - Teil VI - Seminar im WS 2008/09
Riedel, T.; Berchtold, M.; Decker, C.
2009. Universität Karlsruhe (TH) VolltextVolltext der Publikation als PDF-Dokument 
2008
Gath-Geva specification and genetic generalization of Takagi-Sugeno-Kang fuzzy models
Berchtold, M.; Riedel, T.; Decker, C.; Laerhoven, K. van
2008. 2008 IEEE International Conference on Systems, Man and Cybernetics, Singapore, 12-15 Oct. 2008, 595–600, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icsmc.2008.4811342 
ContextXML: A Data Processing Framework for Ubiquitous Computing
Wildschut, D.; Riedel, T.; Decker, C.; Roehr, D.; Beigl, M.; Isomura, M.
2008. International Symposium on Applications and the Internet, 2008: SAINT 2008 ; July 28, 2008 - Aug. 1, 2008, Turku, Finland ; proceedings ; [including workshop papers], 181–184, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SAINT.2008.102 
Quality of Location: Estimation, system integration and application
Berchtold, M.; Riedel, T.; Decker, C.; Bittel, C.; Beigl, M.; Beuster, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 195–202, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610924 
Pluggable real world interfaces Physically enabled code deployment for networked sensors
Riedel, T.; Scholl, P.; Decker, C.; Berchtold, M.; Beigl, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 111–114, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610909 
Developing a virtual environment for better sensory perception
Rohr, D.; Beigl, M.; Beuster, M.; Sigg, S.; Decker, C.; Riedel, T.; Berchtold, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 251, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610845 
Smart Objects – Auswirkungen massengedruckter Einfachelektronik auf die IT-Infrastrukturen (Smart Objects – Effects of Mass-printed Electronics on IT Infrastructures)
Beigl, M.; Riedel, T.; Decker, C.
2008. Information technology, 50 (3), 175–184. doi:10.1524/itit.2008.0481 
Implicit Middleware
Riedel, T.; Beigl, M.; Berchtold, M.; Decker, C.; Puder, A.
2008. On the Move to Meaningful Internet Systems: OTM 2008 Workshops : OTM Confederated International Workshops and PostersADI, AWeSoMe, COMBEK, EI2N, IWSSA, MONET, OnToContent+QSI, ORM, PerSys, RDDS, SEMELS,and SWWS 2008, Monterrey, Mexico, November 9-14, 2008, Proceedings. Ed.: R. Meersman, 830–840, Springer. doi:10.1007/978-3-540-88875-8_108 
AwarePen -Classafication Probability and Fuzziness in a Context Aware Application
Berchtold, M.; Riedel, T.; Beigl, M.; Decker, C.
2008. Ubiquitous Intelligence and Computing. Ed.: F. E. Sandnes, 647–661, Springer-Verlag. doi:10.1007/978-3-540-69293-5_51 
Matrix Routing - An interference range insensitive routing protocol for Wireless Sensor Networks
Beuster, M.; Beigl, M.; Röhr, D.; Riedel, T.; Decker, C.; Berchtold, M.
2008. Proceeding SAINT ’08 Proceedings of the 2008 International Symposium on Applications and the Internet, Turku, Finland, July 28 - Aug. 1, 2008, 137–140, IEEE Computer Society. doi:10.1109/SAINT.2008.47 
Cost-Benefit Model for Smart Items in the Supply Chain
Decker, C.; Berchtold, M.; Chaves, L. W. F.; Beigl, M.; Roehr, D.; Riedel, T.; Beuster, M.; Herzog, T.; Herzig, D. M.
2008. The Internet of things - First international conference, IOT 2008, Zurich, Switzerland, March 26 - 28, 2008. Proceedings. Ed.: C. Floerkemeier, 155–172, Springer-Verlag. doi:10.1007/978-3-540-78731-0_10 
Mobile und Verteilte Systeme - Ubiquitous Computing - Teil V - Seminar im WS 2007/08
Riedel, T.; Berchtold, M.; Spieß, P.; Moreira Sa de Souza, L.; Decker, C.
2008. Universität Karlsruhe (TH) VolltextVolltext der Publikation als PDF-Dokument 
2007
Decentralized enterprise systems: a multiplatform wireless sensor network approach
Marin-Perianu, M.; Meratnia, N.; Havinga, P.; Sa de Souza, L. M.; Muller, J.; Spiess, P.; Haller, S.; Riedel, T.; Decker, C.; Stromberg, G.
2007. IEEE wireless communications, 14 (6), 57–66. doi:10.1109/MWC.2007.4407228 
Syncob: Collaborative Time Synchronization in Wireless Sensor Networks
Krohn, A.; Beigl, M.; Decker, C.; Riedel, T.
2007. Fourth International Conference on Networked Sensing Systems technical digest : Brainschweig [i.e. Braunschweig], Germany, 6 - 8 June 2007, 283–290, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297432 
S2B2: Blackboard for Transparent Data and Control Access in Heterogeneous Sensing Systems
Beigl, M.; Beuster, M.; Rohr, D.; Riedel, T.; Decker, C.; Krohn, A.
2007. 2007 Fourth International Conference on Networked Sensing Systems, 126–129, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297405 
Regulation of Electricity Markets with Ubiquitous Computing
Rohr, D.; Beigl, M.; Beuster, M.; Riedel, T.; Decker, C.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 298, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297440 
Graphically Geo-Coding of Sensor System Information
Decker, C.; Riedel, T.; Scholl, P.; Krohn, A.; Beigl, M.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 138–141, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297408 
Geocoding sensor networks
Decker, C.; Riedel, T.; Berchtold, M.; Scholl, P.; Isomura, M.; Beigl, M.; Rohr, D.; Beuster, M.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 304, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297446 
Autoannotated Skating Maps
Riedel, T.; Decker, C.; Berchtold, M.; Krohn, A.; Beigl, M.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 302, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297444 
Life Cycle Management of Pervasive Services
Riedel, T.; Decker, C.; Berchtold, M.; Beigl, M.
2007. Advances in Pervasive Computing 2007 : Adjunct Proceedings of the 5th International Conference on Pervasive Computing, 65–58 
Collaborative Business Items
Decker, C.; Riedel, T.; Krohn, A.; Berchtold, M.; Beigl, M.; Sa Souza, L. de; Spiess, P.
2007. Advances in Pervasive Computing 2007 : Adjunct Proceedings of the 5th International Conference on Pervasive Computing, 33–36, Oesterreichische Computer Gesellschaft 
Geo-Coding of Sensors with Logic on the Map
Decker, C.; Riedel, T.; Berchtold, M.; Scholl, P.; Krohn, A.; Beigl, M.; Beuster, M.; Röhr, D.; Isomura, M.
2007. Advances in Pervasive Computing 2007 : Adjunct Proceedings of the 5th International Conference on Pervasive Computing, 29–32, Österreichische Computer Gesellschaft 
A community platform for auto-annotated recreational maps
Riedel, T.; Scholl, P.; Decker, C.; Beigl, M.
2007. Workshop Proceedings - International Workshop on SensorWebs, Databases and Mining in Networked Sensing Systems (SWDMNSS) -Workshop at the 4th International Conference on Networked Sensing Systems (INSS 2007),Braunschweig, Germany, June 6, 2007. Ed.: Y. Shiraishi, 47–53 
Collaborative business items
Decker, C.; Riedel, T.; Beigl, M.; Souza, L. M. S. de; Spiess, P.; Muller, J.; Haller, S.
2007. 2007 3rd IET International Conference on Intelligent Environments, Ulm, Germany, 24-25 Sept. 2007, 40–47, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1049/cp:20070345 
An OO Approach to sensor programming
Riedel, T.; Arnold, A.; Decker, C.
2007. 4th European conference on Wireless Sensor Networks (EWSN 2007), Delft, The Netherlands, January 29-31, 2007 
Lifenet : an ad-hoc sensor network and wearable system to provide firefighters with navigation support
Klann, M.; Riedel, T.; Gellersen, H.; Fischer, C.; Oppenheim, M.; Lukowicz, P.; Pirkl, G.; Kunze, K.; Beuster, M.; Beigl, M.; Visser, O.; Gerling, M.
2007. Adjunct proceedings / UbiComp 2007 : Innsbruck, Austria, September 2007. Hrsg.: J.E. Bardram, 124–127, Deutsches Zentrum für Luft- und Raumfahrt (DLR) 
Using a Context Quality Measure for Improving Smart Appliances
Berchtold, M.; Decker, C.; Riedel, T.; Zimmer, T.; Beigl, M.
2007. 27th International Conference on Distributed Computing Systems Workshops (ICDCSW’07), 52–57, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icdcsw.2007.87 
Using Auction Based Group Formation for Collaborative Networking in Ubicomp
Decker, C.; Peev, E.; Riedel, T.; Berchtold, M.; Beigl, M.; Roehr, D.; Beuster, M.
2007. Ubiquitous Computing Systems : 4th International Symposium, UCS 2007, Tokyo, Japan, November 25-28, 2007, Proceedings. Ed.: H. Ichikawa, 134–149, Springer. doi:10.1007/978-3-540-76772-5_11 
Architecture for Collaborative Business Items
Riedel, T.; Decker, C.; Scholl, P.; Krohn, A.; Beigl, M.
2007. Architecture of Computing Systems - ARCS 2007 : 20th International Conference, Zurich, Switzerland, March 12-15, 2007, Proceedings. Ed.: P. Lukowicz, 142–156, Springer. doi:10.1007/978-3-540-71270-1_11 
Mobile und Verteilte Systeme - Ubiquitous Computing - Teil IV - Seminar im WS 2006/07
Riedel, T.; Decker, C.; Spieß, P.; Moreira Sa de Souza, L.
2007. Universität Karlsruhe (TH) VolltextVolltext der Publikation als PDF-Dokument 
2006
Adaptation of On-line Scheduling Strategies for Sensor Network Platforms
Decker, C.; Riedel, T.; Peev, E.; Beigl, M.
2006. 2006 IEEE International Conference on Mobile Ad Hoc and Sensor Systems, Vancouver, BC, Canada, 9-12 Oct. 2006, 534–537, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/mobhoc.2006.278603 
A file system for system programming in ubiquitous computing
Decker, C.; Riedel, T.; Beigl, M.; Krohn, A.
2006. Personal and ubiquitous computing, 11 (1), 21–31. doi:10.1007/s00779-005-0060-5 
A File System for Resource Abstraction in Ubicomp
Riedel, T.; Decker, C.; Krohn, A.; Beigl, M.; Zimmer, T.
2006. Advances in Pervasive Computing 2006 : Adjunct Proceedings of the 4th International Conference on Pervasive Computing, 61–64, Oesterreichische Computer Gesellschaft 
The Implementation of Non-Coherent Cooperative Transmission for Wireless Sensor Networks
Krohn, A.; Zimmer, T.; Beigl, M.; Decker, C.; Riedel, T.
2006. Advances in Pervasive Computing 2006 : Adjunct Proceedings of the 4th International Conference on Pervasive Computing, 135–138, Oesterreichische Computer Gesellschaft 
SDJS: The Duck Hunter Problem in Wireless Sensor Networks
Krohn, A.; Zimmer, T.; Beigl, M.; Decker, C.; Riedel, T.
2006. Advances in Pervasive Computing 2006 : Adjunct Proceedings of the 4th International Conference on Pervasive Computing, 17–20, Oesterreichische Computer Gesellschaft 
Sharing sensor networks
Isomura, M.; Riedel, T.; Decker, C.; Beigl, M.; Horiuchi, H.
2006. 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW’06), Lisboa, Portugal, 4-7 July 2006, 61, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDCSW.2006.98 
Increasing connectivity in wireless sensor network using cooperative transmission
Krohn, A.; Beigl, M.; Decker, C.; Riedel, T.; Zimmer, T.; Garces, D.
2006. 3rd International Conference on Networked Sensing Systems (INSS), Rosemont, Illinois, USA, May 31 - June 2, 2006 
The uPart Experience: Building a wireless sensor network
Beigl, M.; Krohn, A.; Riedel, T.; Zimmer, T.; Decker, C.; Isomura, M.
2006. Proceedings of the fifth international conference on Information processing in sensor networks - IPSN ’06, 366–373, Association for Computing Machinery (ACM). doi:10.1145/1127777.1127832 
The uPart experience: building a wireless sensor network
Beigl, M.; Krohn, A.; Riedel, T.; Zimmer, T.; Decker, C.; Isomura, M.
2006. IPSN 2006 : the Fifth International Symposium on Information Processing in Sensor Networks ; April 19 - 21, 2006, Nashville, Tennessee, USA, 366–373, Association for Computing Machinery (ACM). doi:10.1109/ipsn.2006.243849 
Buffer Feedback Scheduling: Runtime Adaptation of Ubicomp Applications
Decker, C.; Beigl, M.; Riedel, T.; Krohn, A.; Zimmer, T.
2006. Ubiquitous Computing Systems : Third International Symposium, UCS 2006, Seoul, Korea, October 11-13, 2006, Proceedings. Ed.: H.Y. Youn, 254–269, Springer. doi:10.1007/11890348_20 
Mobile und verteilte Systeme. Ubiquitous Computing. Teil III. Seminar WS 2005/06
Zimmer, T.; Krohn, A.; Decker, C.; Riedel, T.
2006. (M. Beigl, Hrsg.), Universität Karlsruhe (TH) VolltextVolltext der Publikation als PDF-Dokument 
2005
uParts: Low cost sensor networks at scale
Beigl, M.; Decker, C.; Krohn, A.; Riedel, T.; Zimmer, T.
2005. 7th International Conference on Ubiquitous Computing (UbiComp 2005), Tokio, Japan, 11.–14. September 2005 
uparts: Low cost sensor networks at scale
Beigl, M.; Decker, C.; Krohn, A.; Riedel, T.; Zimmer, T.
2005. Ubicomp 2005 Adjunct Proceedings 
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