Dr. Andreas Seiderer
Telefon: | - |
E-Mail: | andreas.seiderer@informatik.uni-augsburginformatik.uni-augsburg.de () |
Raum: | 2042 (N) |
Sprechzeiten: | nach Vereinbarung |
Adresse: | Universitätsstraße 6a, 86159 Augsburg |
Themengebiete
- Human wellbeing
- Context-aware systems
- Human Computer Interaction
- Machine learning
- Realtime continuous / discrete signal processing
- Smart Home
- IoT
- Physical computing
- Mobile / embedded systems
Projekte
Software
Lehre
Betreute Lehrveranstaltungen
- Bachelor
- Praxismodul Human-Centered Multimedia
- WiSe 2015/16: Hierarchische Audioaktivitätserkennung mit SSI
- Multimediaprojekt
- WiSe 2017/18, 2018/19
-
Interaction Design and Engineering
-
WiSe 2020/21, 2021/22
-
- Grundlagen der Human-Computer Interaction / Multimedia Grundlagen 2
- SoSe 2019, 2020, 2021, 2022
- Praxismodul Human-Centered Multimedia
- Master
- Seminar
- SoSe 2015 (Opportunistic Human Activity and Context Recognition)
- Multimedia I: Usability Engineering
- WiSe 2015/16, 2016/17, 2017/18
- Multimodale Echtzeitsignalverarbeitung
- SoSe 2016, 2017, 2018
- Praktikum Usability Engineering
- SoSe 2014, 2015, 2016, 2017
- Projektmodul Human-Centered Multimedia
- SoSe 2015: Integration von Filtern / Features für Biosignalanalyse in SSI
- SoSe 2016: Arduinobasiertes Wearable mit Biosensoren
- SoSe 2016: Integration des Axivity WAX 9 Sensors in SSI
- SoSe 2017:
- Audio-Klassifizierung mit Neuronalen Netzen auf Android Smartphones (mobileSSI)
- Automatische Erstellung Neuronaler Netze für die Audioklassifizierung
- WiSe 2018/19: Apache Spark: Anwendungen in der Echtzeitsignalverarbeitung und zur Visualisierung
- Praktikum Conversational AI: Virtual Assistants and Chatbots
- SoSe 2022
- Seminar
Betreute Abschlussarbeiten
- Bachelor
- 2015
- Recognition of Activities from Wearable Sensors, Mohamed Diab
- 2017
- Implementierung einer grafischen Benutzeroberfläche für ein Optimierungswerkzeug im maritimen Bereich, Alexey Kvindt
- 2018
- Mobile Bilderkennung von Früchten unter Verwendung eines Deep Convolutional Neural Network, Marcel Henrich
- Konzeption und Realisierung eines Gas-Sensorik-Prototypen für das Smart Home, Christian Mittring
- 2019
- Entwicklung einer ambienten Anzeige zur Überwachung der Luftqualität für einen Besprechungsraum, Andrés Caro Quintul
- 2015
- Master
- 2017
- Gamifizierte Multi-Device-Interaktionen für Senioren-Übungen, Sebastian Klapprott
- 2018
- Soundscape-Analyse durch Kombination tiefer neuronaler Netze zur Audio-Klassifizierung von kontinuierlichen und einzelnen Schallereignissen, Tobias Watzka
- Systematische Entwicklung und Evaluation eines Verfahrens für die automatische Generierung von tiefen neuronalen Netzen zur Audio-Klassifizierung, basierend auf evolutionären Algorithmen, Christian Roletscheck
- 2019
- Untersuchung verschiedener Verfahren zur Kompensation und Kalibrierung von Gassensorik, Alex Barth
- 2017
Publikationen
2021 |
Andreas Seiderer. 2021. Nutzung von IoT-Technologien und Mobile Computing zur Verbesserung des menschlichen Wohlbefindens. Dissertation, Universität Augsburg. . |
2020 |
Andreas Seiderer, Hannes Ritschel and Elisabeth André. 2020. Development of a privacy-by-design speech assistant providing nutrient information for German seniors. In Catia Prandi and Johann Marquez-Barja (Ed.). GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, Antwerp, Belgium, September 2020. ACM, New York, NY, 114-119. DOI: 10.1145/3411170.3411227 |
Chi Tai Dang, Ilhan Aslan, Andreas Seiderer and Elisabeth André. 2020. Exploring ambient air quality notifications for smart rooms. In Catia Prandi and Johann Marquez-Barja (Ed.). Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, Antwerp, Belgium, September 2020. ACM, New York, NY, 102-107. DOI: 10.1145/3411170.3411229 |
Simon Flutura, Andreas Seiderer, Tobias Huber, Katharina Weitz, Ilhan Aslan, Ruben Schlagowski, Elisabeth André and Joachim Rathmann. 2020. Interactive machine learning and explainability in mobile classification of forest-aesthetics. In Catia Prandi and Johann Marquez-Barja (Ed.). GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, September 2020, Antwerp, Belgium. ACM, New York, NY, 90-95. DOI: 10.1145/3411170.3411225 |
Ilhan Aslan, Andreas Seiderer, Chi Tai Dang, Simon Rädler and Elisabeth André. 2020. PiHearts: resonating experiences of self and others enabled by a tangible somaesthetic design. In Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani (Eds.). ICMI '20: proceedings of the 2020 International Conference on Multimodal Interaction, October 25-29, 2020, virtual event, Netherlands. Association for Computing Machinery (ACM), New York, NY, 433-441 DOI: 10.1145/3382507.3418848 |
Hannes Ritschel, Andreas Seiderer and Elisabeth André. 2020. Pianobot: an adaptive robotic piano tutor. In HRI 2020 Workshop on Exploring Creative Content in Social Robotics, March 23, 2020, Cambridge, UK. |
Joachim Rathmann, Christoph Beck, Simon Flutura, Andreas Seiderer, Ilhan Aslan and Elisabeth André. 2020. Towards quantifying forest recreation: exploring outdoor thermal physiology and human well-being along exemplary pathways in a central European urban forest (Augsburg, SE-Germany). Urban Forestry & Urban Greening 49, 126622. DOI: 10.1016/j.ufug.2020.126622 |
2019 |
Hannes Ritschel, Andreas Seiderer, Kathrin Janowski, Stefan Wagner and Elisabeth André. 2019. Adaptive linguistic style for an assistive robotic health companion based on explicit human feedback. In Fillia Makedon (Ed.). Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '19, Rhodes, Greece, June 05 - 07, 2019. ACM Press, New York, NY, 247-255. DOI: 10.1145/3316782.3316791 |
Sarah Faltaous, Gabriel Haas, Liliana Barrios, Andreas Seiderer, Sebastian Felix Rauh, Han Joo Chae, Stefan Schneegass and Florian Alt. 2019. BrainShare: a glimpse of social interaction for locked-in syndrome patients. In Stephen Brewster, Geraldine Fitzpatrick, Anna Cox and Vassilis Kostakos (Ed.). Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems - CHI EA '19, Glasgow, UK, May 04 - 09, 2019. ACM Press, New York, NY, LBW0155. DOI: 10.1145/3290607.3312754 |
Andreas Seiderer, Chi Tai Dang and Elisabeth André. 2019. Calibration transfer for food recognition models for e-noses. In Proceedings of the 9th International Conference on the Internet of Things - IoT 2019, Bilbao, Spain, October 22 - 25, 2019. ACM Press, New York, NY, 36. DOI: 10.1145/3365871.3365910 |
Andreas Seiderer, Ilhan Aslan, Chi Tai Dang and Elisabeth André. 2019. Indoor air quality and wellbeing - enabling awareness and sensitivity with ambient IoT displays. Lecture Notes in Computer Science 11912, 266-282. DOI: 10.1007/978-3-030-34255-5_18 |
Hannes Ritschel, Kathrin Janowski, Andreas Seiderer, Stefan Wagner and Elisabeth André. 2019. Insights on usability and user feedback for an assistive robotic health companion with adaptive linguistic style. In Fillia Makedon (Ed.). Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '19, Rhodes, Greece, June 05 - 07, 2019. ACM Press, New York, NY, 319-320. DOI: 10.1145/3316782.3322737 |
Simon Flutura, Andreas Seiderer, Ilhan Aslan, Michael Dietz, Dominik Schiller, Christoph Beck, Joachim Rathmann and Elisabeth André. 2019. Mobile sensing for wellbeing estimation of urban green using physiological signals. In Armir Bujari, Pietro Manzoni, Anna Forster, Edjair Mota and Ombretta Gaggi (Ed.). Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good - GoodTechs '19, Valencia, Spain, September 25 - 27, 2019. ACM Press, New York, NY, 249-254. DOI: 10.1145/3342428.3342655 |
Hannes Ritschel, Ilhan Aslan, Silvan Mertes, Andreas Seiderer and Elisabeth André. 2019. Personalized synthesis of intentional and emotional non-verbal sounds for social robots. In 8th International Conference on Affective Computing & Intelligent Interaction (ACII 2019), Cambridge, UK, 3-6 September 2019. IEEE, Piscataway, NJ, 1-7. DOI: 10.1109/ACII.2019.8925487 |
Dominik Schiller, Tobias Huber, Florian Lingenfelser, Michael Dietz, Andreas Seiderer and Elisabeth André. 2019. Relevance-based feature masking: improving neural network based whale classification through explainable artificial intelligence. In Gernot Kubin, Zdravko Kačič (Eds.). Interspeech 2019, 15-19 September 2019, Graz. ISCA, 2423-2427 DOI: 10.21437/interspeech.2019-2707 |
Hannes Ritschel, Kathrin Janowski, Andreas Seiderer and Elisabeth André. 2019. Towards a robotic dietitian with adaptive linguistic style. In Emilio Calvanese Strinati, Dimitris Charitos, Ioannis Chatzigiannakis, Paolo Ciampolini, Francesca Cuomo, Paolo Di Lorenzo, Damianos Gavalas, Sten Hanke, Andreas Komninos and Georgios Mylonas (Ed.). AmI 2019: Poster and Workshop Sessions of AmI-2019; Joint Proceeding of the Poster and Workshop Sessions of AmI-2019, the 2019 European Conference on Ambient Intelligence, Rome, Italy, November 13-15, 2019. CEUR-WS (CEUR Workshop Proceedings ; 2492), 16. |
2018 |
Johannes Wagner, Dominik Schiller, Andreas Seiderer and Elisabeth André. 2018. Deep learning in paralinguistic recognition tasks: are hand-crafted features still relevant?. In B. Yegnanarayana (Ed.). Interspeech 2018, 2-6 September 2018, Hyderabad. ISCA, 147-151 DOI: 10.21437/interspeech.2018-1238 |
Hannes Ritschel, Andreas Seiderer, Kathrin Janowski, Ilhan Aslan and Elisabeth André. 2018. Drink-o-mender: an adaptive robotic drink adviser. In Anton Nijholt, Carlos Velasco, Marianna Obrist, Katsunori Okajima and Charles Spence (Ed.). Proceedings of the 3rd International Workshop on Multisensory Approaches to Human-Food Interaction - MHFI'18: Boulder, CO, USA — October 16 - 20, 2018. ACM Press, New York, NY, 3. DOI: 10.1145/3279954.3279957 |
Simon Flutura, Andreas Seiderer, Ilhan Aslan, Chi Tai Dang, Raphael Schwarz, Dominik Schiller and Elisabeth André. 2018. DrinkWatch: a mobile wellbeing application based on interactive and cooperative machine learning. In Patty Kostkova, Floriana Grasso, Carlos Castillo, Yelena Mejova, Arnold Bosman and Michael Edelstein (Ed.). Proceedings of the 2018 International Conference on Digital Health - DH '18, Lyon, France, April 23 - 26, 2018. ACM Press, New York, NY, 65-74. DOI: 10.1145/3194658.3194666 |
Andreas Seiderer, Michael Dietz, Ilhan Aslan and Elisabeth André. 2018. Enabling privacy with transfer learning for image classification DNNs on mobile devices. In Marco Furini, Silvia Mirri, Kevin Bouchard and Barbara Guidi (Ed.). Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good - Goodtechs '18, Bologna, Italy, November 28 - 30, 2018. ACM Press, New York, NY, 25-30. DOI: 10.1145/3284869.3284893 |
Thomas Rist, Andreas Seiderer and Elisabeth André. 2018. Providing life-style-intervention to improve well-being of elderly people. In Esteban Clua, Licinio Roque, Artur Lugmayr and Pauliina Tuomi (Ed.). Entertainment Computing – ICEC 2018: 17th IFIP TC 14 International Conference, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 17–20, 2018. Springer, Berlin [u.a.] (Lecture Notes in Computer Science ; 11112), 362-367. DOI: 10.1007/978-3-319-99426-0_45 |
Chi Tai Dang, Andreas Seiderer and Elisabeth André. 2018. Theodor: a step towards smart home applications with electronic noses. In Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction - iWOAR '18: Berlin, Germany — September 20 - 21, 2018. ACM Press, New York, NY, 11. DOI: 10.1145/3266157.3266215 |
Christian Roletscheck, Tobias Watzka, Andreas Seiderer, Dominik Schiller and Elisabeth André. 2018. Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification. In M. D. Plumbley, C. Kroos, J. P. Bello, G. Richard, D. P. W. Ellis, A. Mesaros (Eds.). Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018), Surrey, UK, 19-20 November 2018. Tampere University of Technology, Tampere, 158-162 |
2017 |
Andreas Seiderer, Simon Flutura and Elisabeth André. 2017. Development of a mobile multi-device nutrition logger. In Carlos Velasco, Anton Nijholt, Marianna Obrist, Katsunori Okajima, Rick Schifferstein and Charles Spence (Ed.). Proceedings of the 2nd ACM SIGCHI International Workshop on Multisensory Approaches to Human-Food Interaction - MHFI 2017, Glasgow, UK, November 13 - 13, 2017. ACM Press, New York, NY, 5-12. DOI: 10.1145/3141788.3141790 |
Andreas Seiderer and Elisabeth André. 2017. Development of a multi-device nutrition logging prototype including a smartscale. In Patty Kostkova, Floriana Grasso, Carlos Castillo, Yelena Mejova and Arnold Bosman (Ed.). Proceedings of the 2017 International Conference on Digital Health - DH '17, London, United Kingdom, July 02 - 05, 2017. ACM Press, New York, NY, 239-240. DOI: 10.1145/3079452.3079486 |
Andreas Seiderer, Chi Tai Dang and Elisabeth André. 2017. Exploring opportunistic ambient notifications in the smart home to enhance quality of live. In Mounir Mokhtari, Bessam Abdulrazak and Hamdi Aloulou (Ed.). Enhanced quality of life and smart living: 15th International Conference, ICOST 2017, Paris, France, August 29-31, 2017. Springer, Cham (Lecture Notes in Computer Science ; 10461), 151-160. DOI: 10.1007/978-3-319-66188-9_13 |
Johannes Wagner, Thiago Fraga-Silva, Yvan Josse, Dominik Schiller, Andreas Seiderer and Elisabeth André. 2017. Infected phonemes: how a cold impairs speech on a phonetic level. In Francisco Lacerda (Ed.). Interspeech 2017, 20-24 August 2017, Stockholm. ISCA, Baixas, 3457-3461 DOI: 10.21437/interspeech.2017-1066 |
Madita Herpich, Thomas Rist, Andreas Seiderer and Elisabeth André. 2017. Towards a gamified recommender system for the elderly. In Patty Kostkova, Floriana Grasso, Carlos Castillo, Yelena Mejova and Arnold Bosman (Ed.). Proceedings of the 2017 International Conference on Digital Health - DH '17, London, United Kingdom, July 02 - 05, 2017. ACM Press, New York, NY, 211-215. DOI: 10.1145/3079452.3079500 |
2016 |
Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer and Elisabeth André. 2016. Laughter detection in the wild: demonstrating a tool for mobile social signal processing and visualization. In Yukiko I. Nakano, Elisabeth André, Toyoaki Nishida, Louis-Philippe Morency, Carlos Busso and Catherine Pelachaud (Ed.). Proceedings of the 18th ACM International Conference on Multimodal Interaction - ICMI 2016, Tokyo, Japan, November 12 - 16, 2016. ACM Press, New York, NY, 406-407. DOI: 10.1145/2993148.2998524 |
Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer and Elisabeth André. 2016. MobileSSI - a multi-modal framework for social signal interpretation on mobile devices. In Randall Bilof, Juan Carlos Augusto and Mehmet Karamanoglu (Ed.). Proceedings: 2016 12th International Conference on Intelligent Environments (IE) - IE 2016, 14–16 September 2016, London, United Kingdom. IEEE, Los Alamitos, Calif., 210-213. DOI: 10.1109/ie.2016.47 |
Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer and Elisabeth André. 2016. MobileSSI: asynchronous fusion for social signal interpretation in the wild. In Yukiko I. Nakano, Elisabeth André and Toyoaki Nishida (Ed.). Proceedings of the 18th ACM International Conference on Multimodal Interaction - ICMI 2016: Tokyo, Japan — November 12 - 16, 2016. ACM Press, New York, NY, 266-273. DOI: 10.1145/2993148.2993164 |
Yoshiki Nakashima, Jonghwa Kim, Simon Flutura, Andreas Seiderer and Elisabeth André. 2016. Stress recognition in daily work. In Silvia Serino, Aleksandar Matic, Dimitris Giakoumis, Guillaume Lopez and Pietro Cipresso (Ed.). Pervasive Computing Paradigms for Mental Health. Springer International, Cham (Communications in Computer and Information Science ; 604), 23-33. DOI: 10.1007/978-3-319-32270-4_3 |
2015 |
Thomas Rist, Andreas Seiderer, Stephan Hammer, Marcus Mayr and Elisabeth André. 2015. CARE - extending a digital picture frame with a recommender mode to enhance well-being of elderly people. In Bert Arnrich, Cem Ersoy (Eds.). Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, Istanbul, Turkey — May 20 - 23, 2015. IEEE, Los Alamitos, CA, 112-120 |
Johannes Wagner, Andreas Seiderer, Florian Lingenfelser and Elisabeth André. 2015. Combining hierarchical classification with frequency weighting for the recognition of eating conditions. In INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015. ISCA, 889-893 |
Stephan Hammer, Andreas Seiderer, Elisabeth André, Thomas Rist, Sofia Kastrinaki, Charline Hondrou, Amaryllis Raouzaiou, Kostas Karpouzis and Stefanos Kollias. 2015. Design of a lifestyle recommender system for the elderly: requirement gatherings in Germany and Greece. In Fillia Makedon (Ed.). Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '15: Corfu, Greece — July 01 - 03, 2015. ACM Press, New York, NY, 80. DOI: 10.1145/2769493.2769559 |
Andreas Seiderer, Stephan Hammer, Elisabeth André, Marcus Mayr and Thomas Rist. 2015. Exploring digital image frames for lifestyle intervention to improve well-being of older adults. In Patty Kostkova and Floriana Grasso (Ed.). Proceedings of the 5th International Conference on Digital Health 2015 - DH '15, Florence, Italy — May 18 - 20, 2015. ACM Press, New York, NY, 71-78. DOI: 10.1145/2750511.2750514 |