Philipp Sommer

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 24

Top Topics

Wireless Sensor

Machine Learning

Empirical Evaluation

Top Venues

ETH Zurich (PHD)

Education History

ETH Zurich

PHD

Publications

Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR (2023)
Shuai Guo, Thanikesavan Sivanthi, Philipp Sommer, Maëlle Kabir-Querrec, Nicolas Coppik, Eshaan Mudgal, Alessandro Rossotti
A Zero-day Container Attack Detection based on Ensemble Machine Learning. ETFA (2023)
Tanmay Goyal, Pengcheng Huang, Felix Sutton, Balz Maag, Philipp Sommer
Poster: Empirical Evaluation of AutoML Algorithms for Motor Health Prediction. EWSN (2022)
Tanmay Goyal, Pengcheng Huang, Felix Sutton, Balz Maag, Philipp Sommer
SMiLe: Automated End-to-end Sensing and Machine Learning Co-Design. EWSN (2022)
Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR (2021)
Philipp Sommer, Felix Sutton
VIADUCT: Bridging the Gap between Testbeds and Real-World Cyber-Physical Systems. EWSN (2021)
Philipp Sommer, Anton Rigner, Martin Zlatanski
Radar-based Situational Awareness for Industrial Safety Applications. IEEE SENSORS (2020)
Philipp Sommer, Kai Geissdoerfer, Raja Jurdak, Branislav Kusy, Jiajun Liu, Kun Zhao, Adam McKeown, David Westcott
Energy- and Mobility-Aware Scheduling for Perpetual Trajectory Tracking. IEEE Trans. Mob. Comput. 19 (3) (2020)
Martin Zlatanski, Philipp Sommer, Franz Zurfluh, Saleh Gholam Zadeh, Antonino Faraone, Navoda Perera
Machine Perception Platform for Safe Human-Robot Collaboration. IEEE SENSORS (2019)
Philipp Sommer, Yannick Maret, Dacfey Dzung
Low-Power Wide-Area Networks for Industrial Sensing Applications. ICII (2018)
Martin Zlatanski, Philipp Sommer, Franz Zurfluh, Gian Luigi Madonna
Radar Sensor for Fenceless Machine Guarding and Collaborative Robotics. ISR (2018)
Philipp Sommer, Branislav Kusy, Philip Valencia, Ross Dungavell, Raja Jurdak
Delay-Tolerant Networking for Long-Term Animal Tracking. IEEE Internet Comput. 22 (1) (2018)
Philipp Sommer, Yvonne-Anne Pignolet, Stevan Marinkovic, Aurelien Monot, Maelle Kabir-Querrec, Robert Birke
Competition: Energy-Efficient Many-to-Many Communication with Channel-Hopping. EWSN (2018)
Philipp Sommer, Yvonne-Anne Pignolet
Competition: Energy-Efficient Network Flooding with Channel-Hopping. EWSN (2017)
Philipp Sommer, Branislav Kusy, Raja Jurdak, Navinda Kottege, Jiajun Liu, Kun Zhao, Adam McKeown, David Westcott
From the lab into the wild: Design and deployment methods for multi-modal tracking platforms. Pervasive Mob. Comput. 30 (2016)
Philipp Sommer, Alexander Verl
View-dependent Virtual and Augmented Reality for Machine Tools. EMS (2016)
Philipp Sommer, Jiajun Liu, Kun Zhao, Branislav Kusy, Raja Jurdak, Adam McKeown, David Westcott
Information Bang for the Energy Buck: Towards Energy- and Mobility-Aware Tracking. EWSN (2016)
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
A Novel Framework for Online Amnesic Trajectory Compression in Resource-constrained Environments. CoRR (2016)
Philipp Sommer, Yvonne-Anne Pignolet
Competition: Dependable Network Flooding using Glossy with Channel-Hopping. EWSN (2016)
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Christoph Lenzen, Philipp Sommer, Roger Wattenhofer
PulseSync: An Efficient and Scalable Clock Synchronization Protocol. IEEE/ACM Trans. Netw. 23 (3) (2015)
Philipp Sommer, Branislav Kusy, Philip Valencia, Ross Dungavell, Raja Jurdak
Delay-Tolerant Networking for Long-Term Animal Tracking. CoRR (2015)
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak
Bounded Quadrant System: Error-bounded trajectory compression on the go. ICDE (2015)
Akos Csiszar, Philipp Sommer, Armin Lechler
EcoBotics: Advantages and challenges of building a bamboo robot arm. ICIT (2015)
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak
Bounded Quadrant System: Error-bounded Trajectory Compression on the Go. CoRR (2014)
Shengrong Yin, Omprakash Gnawali, Philipp Sommer, Branislav Kusy
Concurrent Wireless Channel Survey on Dual Band Sensor Network Testbed. MASS (2014)
Shengrong Yin, Omprakash Gnawali, Philipp Sommer, Branislav Kusy
Multi Channel Performance of Dual Band Low Power Wireless Network. MASS (2014)
Philipp Sommer, Branislav Kusy
Minerva: distributed tracing and debugging in wireless sensor networks. SenSys (2013)
Philipp Sommer, Branislav Kusy
Demo abstract: distributed debugging architecture for wireless sensor networks. IPSN (2013)
Qiang Li, Dong Han, Omprakash Gnawali, Philipp Sommer, Branislav Kusy
Twonet: large-scale wireless sensor network testbed with dual-radio nodes. SenSys (2013)
Gholamhossein Ekbatanifard, Philipp Sommer, Branislav Kusy, Venkat Iyer, Koen Langendoen
FastForward: High-Throughput Dual-Radio Streaming. MASS (2013)
Philipp Sommer, Branislav Kusy, Adam McKeown, Raja Jurdak
The Big Night Out: Experiences from Tracking Flying Foxes with Delay-Tolerant Wireless Networking. REALWSN (2013)
Philipp Sommer, Branislav Kusy, Raja Jurdak
Power management for long-term sensing applications with energy harvesting. ENSSys@SenSys (2013)
Roman Lim, Federico Ferrari, Marco Zimmerling, Christoph Walser, Philipp Sommer, Jan Beutel
FlockLab: a testbed for distributed, synchronized tracing and profiling of wireless embedded systems. IPSN (2013)
Raja Jurdak, Philipp Sommer, Branislav Kusy, Navinda Kottege, Christopher Crossman, Adam McKeown, David Westcott
Camazotz: multimodal activity-based GPS sampling. IPSN (2013)
Alexandre Barreira, Philipp Sommer, Brano Kusy, Raja Jurdak
Collaborative localization of mobile users with Bluetooth: caching and synchronisation. SIGBED Rev. 9 (3) (2012)
Richard Huber, Philipp Sommer, Roger Wattenhofer
Demo abstract: Debugging wireless sensor network simulations with YETI and COOJA. IPSN (2011)
Georg Oberholzer, Philipp Sommer, Roger Wattenhofer
SpiderBat: Augmenting wireless sensor networks with distance and angle information. IPSN (2011)
Samuel Pfaffen, Philipp Sommer, Christian Stocker, Roger Wattenhofer, Samuel Welten
Planipes: mobile foot pressure analysis. mHealthSys@SenSys (2011)
Michael von Kaenel, Philipp Sommer, Roger Wattenhofer
Ikarus: large-scale participatory sensing at high altitudes. HotMobile (2011)
Thomas Fahrni, Michael Kuhn, Philipp Sommer, Roger Wattenhofer, Samuel Welten
Sundroid: solar radiation awareness with smartphones. UbiComp (2011)
Christoph Lenzen, Thomas Locher, Philipp Sommer, Roger Wattenhofer
Clock Synchronization: Open Problems in Theory and Practice. SOFSEM (2010)
David Gugelmann, Philipp Sommer, Roger Wattenhofer
Reliable and energy-efficient bulk-data dissemination in wireless sensor networks. SenSys (2010)
Georg Oberholzer, Philipp Sommer, Roger Wattenhofer
The SpiderBat ultrasound positioning system. SenSys (2010)
Christoph Lenzen, Philipp Sommer, Roger Wattenhofer
Optimal clock synchronization in networks. SenSys (2009)
Nicolas Burri, Roland Flury, Silvan Nellen, Benjamin Sigg, Philipp Sommer, Roger Wattenhofer
YETI: an Eclipse plug-in for TinyOS 2.1. SenSys (2009)
Philipp Sommer, Roger Wattenhofer
Gradient clock synchronization in wireless sensor networks. IPSN (2009)
Philipp Sommer, Roger Wattenhofer
Symmetric clock synchronization in sensor networks. REALWSN@EuroSys (2008)
Rainer Baumann, Franck Legendre, Philipp Sommer
Generic mobility simulation framework (GMSF). MobilityModels (2008)