| 2019 | Development of a clustering-based morning start time estimation algorithm for space heating and cooling. | Burak Gunay, Zixiao Shi, Araz Ashouri, Guy Newsham |
| 2019 | U-Verse: a miniaturized platform for end-to-end closed-loop implantable internet of medical things systems. | Raffaele Guida, Neil Dave, Francesco Restuccia, Emrecan Demirors, Tommaso Melodia |
| 2019 | On Electrical Load Disaggregation using Recurrent Neural Networks. | Rajasekhar Gopu, Anusha Gudimallam, Vishnu Brindavanam, Naveen Kumar Thokala, M. Girish Chandra |
| 2019 | MetaSense: few-shot adaptation to untrained conditions in deep mobile sensing. | Taesik Gong, Yeonsu Kim, Jinwoo Shin, Sung-Ju Lee |
| 2019 | Smartphone-based driver license testing: demo abstract. | Anurag Ghosh, Vijay Lingam, Ishit Mehta, Akshay Uttama Nambi, Venkata N. Padmanabhan, Satish Sangameswaran |
| 2019 | Detailed recording and emulation of spatio-temporal energy environments with shepherd: demo abstract. | Kai Geissdoerfer, Mikolaj Chwalisz, Marco Zimmerling |
| 2019 | Shepherd: a portable testbed for the batteryless IoT. | Kai Geissdoerfer, Mikolaj Chwalisz, Marco Zimmerling |
| 2019 | Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced Approach. | Md. Osman Gani, Vaskar Raychoudhury, Janick Edinger, Valeria Mokrenko, Zheng Cao, Ce Zhang |
| 2019 | OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. | Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergs |
| 2019 | Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. | Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergs |
| 2019 | Using machine learning to orchestrate cloud resources in a RAN enabled edge environment: poster abstract. | Jude Fletcher, David Wallom |
| 2019 | Beyond a House of Sticks: Formalizing Metadata Tags with Brick. | Gabe Fierro, Jason Koh, Yuvraj Agarwal, Rajesh K. Gupta, David E. Culler |
| 2019 | Dataset: An Open Dataset and Collection Tool for BMS Point Labels. | Gabe Fierro, Sriharsha Guduguntla, David E. Culler |
| 2019 | An Improved API and User Experience for the Mortar Testbed. | Gabe Fierro, David E. Culler |
| 2019 | No Time to Waste, with SWAM! | Sbastien Faye, Foued Melakessou, Prune Gautier, Djamel Khadraoui |
| 2019 | BESOS: a Collaborative Building and Energy Simulation Platform. | Galle Faure, Theo Christiaanse, Ralph Evins, Gaby M. Baasch |
| 2019 | Revealing insights for improvements in LoRaWAN in multiple applications scenarios: poster abstract. | Muhammad Omer Farooq, Thomas Kunz |
| 2019 | Fine-grained travel time sensing in heterogeneous mobile networks: poster abstract. | Zhihan Fang, Fan Zhang, Desheng Zhang |
| 2019 | Non-Line-of-Sight Around the Corner Human Presence Detection Using Commodity WiFi Devices. | Shiwei Fang, Ron Alterovitz, Shahriar Nirjon |
| 2019 | Energy Exchange Model in Routed Energy Distribution Network. | Tatiana Endrjukaite, Alexander Dudko, Leon R. Roose |
| 2019 | Occupant-detection strategy using footstep-induced floor vibrations. | Slah Drira, Yves Reuland, Nils F. H. Olsen, Sai Ganesh Sarvotham Pai, Ian F. C. Smith |
| 2019 | OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. | Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2019 | Embedded Deep Inference in Practice: Case for Model Partitioning. | Swarnava Dey, Arijit Mukherjee, Arpan Pal, Balamuralidhar P |
| 2019 | Revisiting Time Remanence Clocks for Energy Harvesting Wireless Sensor Nodes. | Vishal Deep, Aditi Mishra, Daji Qiao, Henry Duwe |
| 2019 | Adaptive AR visual output security using reinforcement learning trained policies: demo abstract. | Joseph DeChicchis, Surin Ahn, Maria Gorlatova |