Publications

Gurkan Solmaz, Jonathan Fürst (2020). Calibration for Wireless Localization and Detection of Vulnerable Road Users. U.S. Patent Application No. 16/382,222.

Jonathan Fürst, Gurkan Solmaz, Erno Kovacs, Kaifei Chen (2020). Method and system for wireless localization data acquisition and calibration with image localization. U.S. Patent Application No. 16/548,870.

Mauricio Fadel Argerich, Jonathan Fürst, Bin Cheng (2020). Tutor4RL: Guiding Reinforcement Learning with External Knowledge.. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1).

Kalyanaraman Shankari, Jonathan Fürst, Mauricio Fadel Argerich, Eleftherios Avramidis, Jesse Zhang (2020). MobilityNet: Towards a Public Dataset for Multi-modal Mobility Research. Climate Change AI 2020 @ ICLR20 (Spotlight Talk).

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Gürkan Solmaz, Jonathan Fürst, Samet Aytaç, Fang-Jing Wu (2020). Group-In: Group Inference from Wireless Traces of Mobile Devices. 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN).

Jonathan Fürst, Mauricio Fadel Argerich, Kalyanaraman Shankari, Gürkan Solmaz, Bin Cheng (2020). Applying Weak Supervision to Mobile Sensor Data: Experiences with TransportMode Detection. AAAI-20 Workshop on Artificial Intelligence of Things.

Apostolos Papageorgiou, Jonathan Fürst (2019). System and method for runtime adaptable applications. U.S. Patent Application No. 16/003,146.

Bin Cheng, Jonathan Fürst, Gurkan Solmaz, Takuya Sanada (2019). Fog Function: Serverless Fog Computing for Data Intensive IoT Services. 2019 IEEE World Congress on Services (IEEE SERVICES 2019).

Mauricio Fadel Argerich, Bin Cheng, Jonathan Fürst (2019). Reinforcement Learning Based Orchestration for Elastic Services. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT) (WF-IoT 2019).

Gürkan Solmaz, Everton Luís Berz, Marzieh Farahani Dolatabadi, Samet Aytaç, Jonathan Fürst, Bin Cheng, Jos den Ouden (2019). Learn from IoT: pedestrian detection and intention prediction for autonomous driving. Proceedings of the 1st ACM Workshop on Emerging Smart Technologies and Infrastructures for Smart Mobility and Sustainability.

K. Shankari, Jonathan Fürst, Yawen Wang, Philippe Bonnet, David E. Culler, Randy H. Katz (2018). Zephyr: Simple, Ready-to-use Software-based Power Evaluation for Background Sensing Smartphone Applications.

Jonathan Fürst, Mauricio Fadel Argerich, Bin Cheng, Apostolos Papageorgiou (2018). Elastic Services for Edge Computing. 2018 14th International Conference on Network and Service Management (CNSM).

Jonathan Fürst, Kaifei Chen, Gürkan Solmaz, Ernö Kovacs (2018). Automated Wireless Localization Data Acquisition and Calibration with 6DOF Image Localization. Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers.

Jonnathan Fürst, Kaifei Chen, Hyung-Sin Kim, Philipe Bonnet (2018). Evaluating Bluetooth Low Energy for IoT. 2018 IEEE Workshop on Benchmarking Cyber-Physical Networks and Systems (CPSBench).

Jonathan Fürst, Mauricio Fadel Argerich, Kaifei Chen, Ernö Kovacs (2018). Towards Adaptive Actors for Scalable IoT Applications at the Edge. Open Journal of Internet Of Things (OJIOT).

Kaifei Chen, Jonathan Fürst, John Kolb, Hyung-Sin Kim, Xin Jin, David E. Culler, Randy H. Katz (2018). SnapLink: Fast and Accurate Vision-Based Appliance Control in Large Commercial Buildings. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Jonathan Fürst (2017). IoT Based Human-Building Interaction.

Kaifei Chen, John Kolb, Jonathan Fürst, David E Culler, Randy H Katz (2017). Demo abstract: Smart Appliance Identification using A Smartphone Camera. HotMobile'17.

Jonathan Fürst, Andreas Fruergaard, Marco Høvinghof Johannesen, Philippe Bonnet (2016). A Practical Model for Human-Smart Appliances Interaction: Poster Abstract. Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments.

Kaifei Chen, Takeshi Mochida, Jonathan Fürst, John Kolb, David E. Culler, Randy H. Katz (2016). CellMate: A Responsive and Accurate Vision-based Appliance Identification System.

Jonathan Fürst, Kaifei Chen, Mohammed Aljarrah, Philippe Bonnet (2016). Leveraging Physical Locality to Integrate Smart Appliances in Non-Residential Buildings with Ultrasound and Bluetooth Low Energy. 2016 IEEE First International Conference on Internet-of-Things Design and Implementation (IoTDI).

Jonathan Fürst, Kaifei Chen, Randy H Katz, Philippe Bonnet (2016). Crowd-sourced BMS point matching and metadata maintenance with Babel. 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops).

Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz (2015). Poster Abstract: Intuitive Appliance Identification Using Image Matching in Smart Buildings. Proceedings of the 2Nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments.

Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz (2015). Poster Abstract: Intuitive Appliance Identification Using Image Matching in Smart Buildings. Proceedings of the 2Nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments.

Jonathan Fürst, Kaifei Chen, Randy H. Katz, Philippe Bonnet (2015). Demo Abstract: Human-in-the-loop BMS Point Matching and Metadata Labeling with Babel. Proceedings of the 2Nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments.

Jonathan Fürst, Gabe Fierro, Philippe Bonnet, David E. Culler (2014). BUSICO 3D: Building Simulation and Control in Unity 3D. Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems.

Jonathan Fürst, Nik Gawinowski, Sebastian. Büttrich, Philippe Bonnet (2013). COSMGrid: Configurable, off-the-shelf micro grid. 2013 IEEE Global Humanitarian Technology Conference (GHTC).