PhD position: XAI-FinCrime
The People-Centered Computing Lab is looking for a PhD student in machine learning and explainable AI applied to financial crime detection.
Publications
(2021).
Automatic Recognition of Flow During Work Activities Using Context and Physiological Signals.
9th International Conference on Affective Computing and Intelligent Interaction, ACII 2021, Nara, Japan, September 28 - Oct. 1, 2021.
(2021).
Biometric recognition using wearable devices in real-life settings.
Pattern Recognit. Lett..
(2021).
Detecting Verbal and Non-Verbal Gestures Using Earables.
UbiComp/ISWC ‘21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, Virtual Event, September 21-25, 2021.
(2021).
Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds.
ICMI ‘21: International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021.
(2021).
Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services.
ACM Comput. Surv..
(2020).
A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
(2020).
Detection of Artifacts in Ambulatory Electrodermal Activity Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
(2020).
Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services.
CoRR.
(2019).
Energy-Aware Coflow and Antenna Scheduling for Hybrid Server-Centric Data Center Networks.
IEEE Trans. Green Commun. Netw..
(2019).
Evaluating the accuracy of heart rate sensors based on photoplethysmography for in-the-wild analysis.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019, Trento, Italy, 20-23 May 2019.
(2019).
INFAS: In-Network Flow mAnagement Scheme for SDN Control Plane Protection.
IFIP/IEEE International Symposium on Integrated Network Management, IM 2019, Washington, DC, USA, April 09-11, 2019.
(2019).
Laughter Recognition Using Non-invasive Wearable Devices.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019, Trento, Italy, 20-23 May 2019.
(2019).
Using Unobtrusive Wearable Sensors to Measure the Physiological Synchrony Between Presenters and Audience Members.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
(2019).
Whisper: Fast Flooding for Low-Power Wireless Networks.
ACM Trans. Sens. Networks.
(2018).
6th DACH+ Conference on Energy informatics (EnInf 2017).
Comput. Sci. Res. Dev..
(2018).
Energy-efficient SDN control and visualization.
2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018, Taipei, Taiwan, April 23-27, 2018.
(2018).
REMO: Resource efficient distributed network monitoring.
2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018, Taipei, Taiwan, April 23-27, 2018.
(2018).
Selecting Individual and Population Models for Predicting Human Mobility.
IEEE Trans. Mob. Comput..
(2018).
Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
(2018).
Using Students' Physiological Synchrony to Quantify the Classroom Emotional Climate.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, UbiComp/ISWC 2018 Adjunct, Singapore, October 08-12, 2018.
(2018).
Whisper: Fast Flooding for Low-Power Wireless Networks.
CoRR.
(2017).
Energy-aware coflow and antenna scheduling for hybrid server-centric data center networks.
IEEE International Conference on Communications, ICC 2017, Paris, France, May 21-25, 2017.
(2017).
Every Byte Counts: Selective Prefetching for Mobile Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
(2017).
In-classroom self-tracking for teachers and students: preliminary findings from a pilot study.
Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017, Maui, HI, USA, September 11-15, 2017.
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