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Matthias Budde

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affiliation: Karlsruhe Institute of Technology, TECO research group, Germany

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Books and Theses

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2019
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Matthias Budde:
Distributed, Low-Cost, Non-Expert Fine Dust Sensing with Smartphones. Karlsruhe University, Germany, 2019

Journal Articles

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2024
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Matthias Budde, Désirée Hilbring, Jonathan Vogl, Daniel Dittmar, Andreas Abecker:
NiMo 4.0 - Enabling advanced data analytics with AI for environmental governance in the water domain. Autom. 72(6): 564-578 (2024)
2021
[j5]
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Matthias Budde, Jan Felix Rohe, Lina Hirschoff, Patrick Schlosser, Michael Beigl, Jussi Holopainen, Andrea Schankin:
SpaceMaze: incentivizing correct mobile crowdsourced sensing behaviour with a sensified minigame. Behav. Inf. Technol. 40(15): 1627-1642 (2021)
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Tobias Röddiger, Michael Beigl, Dominik Doerner, Matthias Budde:
Responsible, Automated Data Gathering for Timely Citizen Dashboard Provision During a Global Pandemic (COVID-19). Digit. Gov. Res. Pract. 2(1): 9:1-9:9 (2021)
2019
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Matthias Budde, Simon Leiner, Marcel Köpke, Johannes Riesterer, Till Riedel, Michael Beigl:
FeinPhone: Low-cost Smartphone Camera-based 2D Particulate Matter Sensor. Sensors 19(3): 749 (2019)
2018
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Stefan Hinterreiter, Matthias Budde, Klaus Schäfer, Johannes Riesterer, Till Riedel, Marcel Köpke, Josef Cyrys, Stefan Emeis, Thomas Gratza, Marcus Hank, Andreas Philipp, Erik Petersen, Johanna Redelstein, Jürgen Schnelle-Kreis, Duick Young:
SmartAQnet - neuer smarter Weg zur räumlichen Erfassung von FeinstaubSmartAQnet - New Smart Way for Spatial Detection of Fine Dust. AGIT Journal Angew. Geoinformatik 4: 394-403 (2018)
2017
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Matthias Budde, Andrea Schankin, Julien Hoffmann, Marcel Danz, Till Riedel, Michael Beigl:
Participatory Sensing or Participatory Nonsense?: Mitigating the Effect of Human Error on Data Quality in Citizen Science. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 39:1-39:23 (2017)

Conference and Workshop Papers

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2024
[c45]
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Andreas Abecker, Matthias Budde, Frank Fuchs-Kittowski, Janik Großmann, Werner Koch, Jonas Lachowitzer, Stefan Lossow, Erik Rodner, Heino Rudolf, Paul Schulze:
Zum Einsatz von Maschinellem Lernen in der Umweltverwaltung: Der Simplex4Learning Ansatz. INFORMATIK 2024: 1193-1206
2022
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Andrea Schankin, Matthias Budde, Till Riedel, Michael Beigl:
Psychometric Properties of the User Experience Questionnaire (UEQ). CHI 2022: 466:1-466:11
[c43]
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Walter Laurito, Jacqueline Höllig, Jonas Lachowitzer, Steffen Thoma, Matthias Budde, Patrick Philipp:
AIDA-Vis - Automatic Data Visualization with Human Preferences. GI-Jahrestagung 2022: 301-305
[c42]
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Katharina Emde, Matthias Budde, Thilo Fischer, Tobias Martin, Désirée Hilbring:
Interaktive Steuerung der Ausführung von KI-Algorithmen in Umweltinformationssystemen über OGC SensorThings. GI-Jahrestagung 2022: 1517-1527
2021
[c41]
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Tobias Röddiger, Christopher Clarke, Daniel Wolffram, Matthias Budde, Michael Beigl:
EarRumble: Discreet Hands- and Eyes-Free Input by Voluntary Tensor Tympani Muscle Contraction. CHI 2021: 743:1-743:14
[c40]
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Paul Tremper, Till Riedel, Matthias Budde:
Spatial Interpolation of Air Quality Data with Multidimensional Gaussian Processes. GI-Jahrestagung 2021: 269-286
[c39]
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Philipp Hertwck, Hylke van der Schaaf, Désirée Hilbring, Jonas Weis, Tanja Liesch, Matthias Budde:
Integration von KI-Algorithmen in Umweltinformationssysteme mittels SensorThings API. GI-Jahrestagung 2021: 301-312
[c38]
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Lukas Sinwell, Julian Bruns, Matthias Budde, Andreas Abecker:
A meta analysis of the status of AI in environmental computer science. GI-Jahrestagung 2021: 333-347
2020
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Tobias Röddiger, Michael Beigl, Daniel Wolffram, Matthias Budde, Hongye Sun:
PDMSkin: On-Skin Gestures with Printable Ultra-Stretchable Soft Electronic Second Skin. AHs 2020: 28:1-28:9
[c36]
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Rainer Schlund, Johannes Riesterer, Marcel Köpke, Michal Kowalski, Paul Tremper, Matthias Budde, Michael Beigl:
Calibration of Low-Cost Particulate Matter Sensors with Elastic Weight Consolidation (EWC) as an Incremental Deep Learning Method. SmartCity360° 2020: 596-614
2019
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Tobias Röddiger, Daniel Wolffram, David Laubenstein, Matthias Budde, Michael Beigl:
Towards Respiration Rate Monitoring Using an In-Ear Headphone Inertial Measurement Unit. EarComp@UbiComp 2019: 48-53
2018
[c34]
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Philipp Voigt, Matthias Budde, Erik Pescara, Manato Fujimoto, Keiichi Yasumoto, Michael Beigl:
Feasibility of human activity recognition using wearable depth cameras. UbiComp 2018: 92-95
[c33]
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Tobias Röddiger, Michael Beigl, Marcel Köpke, Matthias Budde:
VOCNEA: sleep apnea and hypopnea detection using a novel tiny gas sensor. UbiComp 2018: 226-227
[c32]
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Niels van Berkel, Matthias Budde, Senuri Wijenayake, Jorge Gonçalves:
Improving Accuracy in Mobile Human Contributions: An Overview. UbiComp/ISWC Adjunct 2018: 594-599
[c31]
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Anja Exler, Matthias Budde, Erik Pescara, Andrea Schankin, Till Riedel, Michael Beigl:
Challenges and Lessons from Working with Data Collected by Crowdfunding in the Wild. UbiComp/ISWC Adjunct 2018: 618-623
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Matthias Budde, Till Riedel:
Challenges in Capturing and Analyzing High Resolution Urban Air Quality Data. UbiComp/ISWC Adjunct 2018: 1162-1165
2017
[c29]
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Lars Müller, Matthias Budde, Nadir Weibel, Eliah Aronoff Spencer, Michael Beigl, Don Norman:
Learning from failure: designing for complex sociotechnical systems. UbiComp/ISWC Adjunct 2017: 988-991
[c28]
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Matthias Budde, Anja Exler, Till Riedel, Michael Beigl, Andrea Schankin:
Lessons from failures in designing and conducting experimental studies: a brief anecdotal tutorial. UbiComp/ISWC Adjunct 2017: 992-999
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Michael Beigl, Matthias Berning, Matthias Budde:
Experiences and failures from two decades in embedded system design. UbiComp/ISWC Adjunct 2017: 1000-1005
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Vincent Diener, Michael Beigl, Matthias Budde, Erik Pescara:
VibrationCap: studying vibrotactile localization on the human head with an unobtrusive wearable tactile display. ISWC 2017: 82-89
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Erik Pescara, Alexander Wolpert, Matthias Budde, Andrea Schankin, Michael Beigl:
Lifetact: utilizing smartwatches as tactile heartbeat displays in video games. MUM 2017: 97-101
2016
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Matthias Budde, Rikard Öxler, Michael Beigl, Jussi Holopainen:
Sensified Gaming: Design Patterns and Game Design Elements for Gameful Environmental Sensing. ACE 2016: 3:1-3:8
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Julio De Melo Borges, Matthias Budde, Oleg Peters, Till Riedel, Michael Beigl:
Towards two-tier citizen sensing. ISC2 2016: 1-4
[c22]
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Erik Pescara, Michael Beigl, Matthias Budde:
RüttelFlug: a wrist-worn sensing device for tactile vertical velocity perception in 3d-space. ISWC 2016: 172-175
[c21]
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Julio De Melo Borges, Matthias Budde, Oleg Peters, Till Riedel, Andrea Schankin, Michael Beigl:
EstaVis: A Real-World Interactive Platform for Crowdsourced Visual Urban Analytics. Urb-IoT 2016: 65-70
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Jan-Frederic Markert, Matthias Budde, Gregor Schindler, Markus Klug, Michael Beigl:
Private Rendezvous-based Calibration of Low-Cost Sensors for Participatory Environmental Sensing. Urb-IoT 2016: 82-85
2015
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Anja Bachmann, Christoph Klebsattel, Matthias Budde, Till Riedel, Michael Beigl, Markus Reichert, Philip Santangelo, Ulrich Ebner-Priemer:
How to use smartphones for less obtrusive ambulatory mood assessment and mood recognition. UbiComp/ISWC Adjunct 2015: 693-702
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Matthias Budde, Marcel Köpke, Michael Beigl:
Robust in-situ data reconstruction from poisson noise for low-cost, mobile, non-expert environmental sensing. ISWC 2015: 179-182
[c17]
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Markus Scholz, Lukas Kohout, Matthias Horne, Matthias Budde, Michael Beigl, Moustafa A. Youssef:
Device-Free Radio-based Low Overhead Identification of Subject Classes. WPA@MobiSys 2015: 1-6
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Matthias Berning, Matthias Budde, Till Riedel, Michael Beigl:
Poster: bPart - A Small and Versatile Bluetooth Low Energy Sensor Platform for Mobile Sensing. MobiSys 2015: 473
2014
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Matthias Budde, Till Riedel, Marcel Köpke, Matthias Berning, Michael Beigl:
A Comparative Study to Evaluate the Usability of Context-Based Wi-Fi Access Mechanisms. HCI (6) 2014: 451-462
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Matthias Budde, Julio De Melo Borges, Stefan Tomov, Till Riedel, Michael Beigl:
Leveraging spatio-temporal clustering for participatory urban infrastructure monitoring. Urb-IoT 2014: 32-37
2013
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Matthias Budde, Marcel Köpke, Matthias Berning, Till Riedel, Michael Beigl:
Using a 2DST waveguide for usable, physically constrained out-of-band Wi-Fi authentication. UbiComp 2013: 221-224
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Matthias Budde, Matthias Berning, Christopher Baumgärtner, Florian Kinn, Timo Kopf, Sven Ochs, Frederik Reiche, Till Riedel, Michael Beigl:
Point & control - interaction in smart environments: you only click twice. UbiComp (Adjunct Publication) 2013: 303-306
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Matthias Budde, Pierre Barbera, Rayan Merched El Masri, Till Riedel, Michael Beigl:
Retrofitting smartphones to be used as particulate matter dosimeters. ISWC 2013: 139-140
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Matthias Budde, Rayan Merched El Masri, Till Riedel, Michael Beigl:
Enabling low-cost particulate matter measurement for participatory sensing scenarios. MUM 2013: 19:1-19:10
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Michael Hauber, Anja Bachmann, Matthias Budde, Michael Beigl:
jActivity: supporting mobile web developers with HTML5/JavaScript based human activity recognition. MUM 2013: 45:1-45:2
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Yong Ding, Martin Alexander Neumann, Matthias Budde, Michael Beigl, Per Goncalves da Silva, Lin Zhang:
A control loop approach for integrating the future decentralized power markets and grids. SmartGridComm 2013: 588-593
2012
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Matthias Budde, Mathias Busse, Michael Beigl:
Investigating the use of commodity dust sensors for the embedded measurement of particulate matter. INSS 2012: 1-4
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Matthias Budde, Matthias Berning, Mathias Busse, Takashi Miyaki, Michael Beigl:
The TECO Envboard: A mobile sensor platform for accurate urban sensing - And more. INSS 2012: 1-2
2011
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Martin Berchtold, Henning Günther, Matthias Budde, Michael Beigl:
Scheduling for a Modular Activity Recognition System to Reduce Energy Consumption on SmartPhones. ARCS Workshops 2011
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Stephan Sigg, Matthias Budde, Yusheng Ji, Michael Beigl:
Entropy of Audio Fingerprints for Unobtrusive Device Authentication. CONTEXT 2011: 296-299
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Yong Ding, Naoya Namatame, Till Riedel, Takashi Miyaki, Matthias Budde:
SmartTecO: context-based ambient sensing and monitoring for optimizing energy consumption. ICAC 2011: 169-170
2010
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Martin Berchtold, Matthias Budde, Dawud Gordon, Hedda Rahel Schmidtke, Michael Beigl:
ActiServ: Activity Recognition Service for mobile phones. ISWC 2010: 1-8
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Martin Berchtold, Matthias Budde, Hedda Rahel Schmidtke, Michael Beigl:
An Extensible Modular Recognition Concept That Makes Activity Recognition Practical. KI 2010: 400-409

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2020
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Henrique D. Santos, Gabriela Viale Pereira, Matthias Budde, Sérgio F. Lopes, Predrag K. Nikolic:
Science and Technologies for Smart Cities - 5th EAI International Summit, SmartCity360°, Braga, Portugal, December 4-6, 2019, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 323, Springer 2020, ISBN 978-3-030-51004-6 [contents]

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