| 2021 | MLMG: Multi-Local and Multi-Global Model Aggregation for Federated Learning. | Yang Qin, Masaaki Kondo |
| 2021 | Trusted Video Streaming on Edge Devices. | Narendra Prabhu, Daksha Naik, Fatima M. Anwar |
| 2021 | Signaligner Pro: A Tool to Explore and Annotate Multi-day Raw Accelerometer Data. | Aditya Ponnada, Seth Cooper, Qu Tang, Binod Thapa-Chhetry, Josh Aaron Miller, Dinesh John, Stephen S. Intille |
| 2021 | Storm Operation Prediction: Modeling the Occurrence of Storm Operations for Fire Stations. | Kevin Pirklbauer, Rainhard Dieter Findling |
| 2021 | Keynote: Intelligent IoT Architectures to Support Distributed Cognitive Applications. | Marco Picone |
| 2021 | WristO2: Reliable Peripheral Oxygen Saturation Readings from Wrist-Worn Pulse Oximeters. | Caleb Phillips, Daniyal Liaqat, Moshe Gabel, Eyal de Lara |
| 2021 | A Data Security And Privacy Risk Management Framework For WBAN Based Healthcare Applications. | Pangkaj Chandra Paul, John Loane, Fergal McCaffery, Gilbert Regan |
| 2021 | GAZEL: Runtime Gaze Tracking for Smartphones. | Joonbeom Park, Seonghoon Park, Hojung Cha |
| 2021 | A Discreet Wearable Long-Range Emergency System Based on Embedded Machine Learning. | Charalampos Orfanidis, Rayn Bel Haj Hassen, Armando Kwiek, Xenofon Fafoutis, Martin Jacobsson |
| 2021 | Density-Based Data Selection and Management for Edge Computing. | Hiroki Oikawa, Masaaki Kondo |
| 2021 | A Method for Estimating Doctor's Fatigue Level in Operating a Surgical Robot Using Wearable Sensors. | Ayumi Ohnishi, Hayate Tohnan, Tsutomu Terada, Minoru Hattori, Hisaaki Yoshinaka, Yusuke Sumi, Hiroyuki Egi, Masahiko Tsukamoto |
| 2021 | Securing Edge-based IoT Networks with Semi-Supervised GANs. | Santosh Kumar Nukavarapu, Tamer Nadeem |
| 2021 | Rendezvous Delivery: Utilizing Autonomous Electric Vehicles to Improve the Efficiency of Last Mile Parcel Delivery in Urban Areas. | Frederik P. Nolte, Nils Wilken, Christian Bartelt |
| 2021 | Evaluating Models for Estimating Schedule Deviation in Public Transit. | Jorge Adorno Nieves, Brian D. Torres Alvarado, Sean J. Barbeau, Miguel A. Labrador |
| 2021 | eat2pic: Food-tech Design as a Healthy Nudge with Smart Chopsticks and Canvas. | Rei Nakaoka, Yugo Nakamura, Yuki Matsuda, Shinya Misaki, Keiichi Yasumoto |
| 2021 | ParaCook: Optimal Cooking Support System for Multiple Dishes. | Jin Nakabe, Teruhiro Mizumoto, Hirohiko Suwa, Keiichi Yasumoto |
| 2021 | Evaluation of a Road Pricing Method Based on Demand Distribution in Micro Traffic Simulation. | Koki Murata, Tomoya Kawakami |
| 2021 | Panel: Resilience in Urban and Critical Infrastructures - The Role of Pervasive Computing. | Max Mhlhuser |
| 2021 | Performance study of the lane change control using vehicle communications for alleviating congestion. | Hiroaki Morino, Yusei Kage |
| 2021 | Data labelling in the wild: annotating free-living activities and Parkinson's disease symptoms. | Catherine Morgan, Farnoosh Heidarivincheh, Ian Craddock, Ryan McConville, Miquel Perell-Nieto, Emma L. Tonkin, Alessandro Masullo, Antonis Vafeas, Mickey Kim, Roisin McNaney, Gregory J. L. Tourte, Alan L. Whone |
| 2021 | A System for Real-time On-street Parking Detection and Visualization on an Edge Device. | Akihiro Matsuda, Tomokazu Matsui, Yuki Matsuda, Hirohiko Suwa, Keiichi Yasumoto |
| 2021 | Towards Predictive Safety Maintenance for IoT Equipped Bikes. | Viktor Matkovic, Marian Waltereit, Torben Weis |
| 2021 | A Mobile-Based Multimodal Framework for Pervasive Health Monitoring. | Rafail-Evangelos Mastoras, Andreas Triantafyllidis, Dimitrios Giakoumis, Rafail-Konstantinos Kordonias, Aristotelis Papaprodromou, Fotis Nalbadis, Sofia Segkouli, Evdoxia Eirini Lithoxoidou, Charalabos Georgiadis, Ioannis Paliokas, Konstantinos Votis, Dimitrios Tzovaras |
| 2021 | Towards EEG-based Performance Assessment in Dataset Annotation Tasks. | Silvia M. Massa, Marta Pibiri, Daniele Riboni |
| 2021 | A Latency-Defined Edge Node Placement Scheme for Opportunistic Smart Cities. | Oluwashina Madamori, Esther Max-Onakpoya, Gregory D. Erhardt, Corey E. Baker |