Human Experiences in Teaching Robots: Understanding Agent Expressivity and Learning Effects through a Virtual Robot Arm (full paper), Aviv Elor (University of California - Santa Cruz, USA); Sri Kurniawan (UC Santa Cruz, USA); Leila Takayama (University of California, Santa Cruz, USA)
Look-Up Table based FHE System for Privacy Preserving Anomaly Detection in Smart Grids (full paper), Ruixiao Li (Waseda University, Japan); Shameek Bhattacharjee (Western Michigan University, USA); Sajal K. Das (Missouri University of Science and Technology, USA); Hayato Yamana (Waseda University, Japan)
Generalised Zero-shot Learning for Entailment-based Text Classification with External Knowledge (full paper), Yuqi Wang, Wei Wang, Qi Chen and Kaizhu Huang (Xi'an Jiaotong Liverpool University, China); Anh Nguyen (University of Liverpool, United Kingdom (Great Britain)); Suparna De (University of Surrey, United Kingdom (Great Britain))
AmicroN: Framework for Generating Micro-Activity Annotations for Human Activity Recognition (short paper), Soumyajit Chatterjee and Bivas Mitra (IIT Kharagpur, India); Sandip Chakraborty (Indian Institute of Technology Kharagpur, India)
Resource Allocation in Quantum Networks for Distributed Quantum Computing (full paper), Claudio Cicconetti, Marco Conti and Andrea Passarella (IIT-CNR, Italy)
Knowledge Infusion for Context-Aware Sensor-Based Human Activity Recognition (full paper), Luca Arrotta and Gabriele Civitarese (University of Milan, Italy); Claudio Bettini (Università degli Studi di Milano, Italy)
Chimera: Context-Aware Splittable Deep Multitasking Models for Edge Intelligence (full paper), Sumaiya Tabassum Nimi and Md Adnan Arefeen (University of Missouri Kansas City, USA); Md Yusuf Sarwar Uddin (University of Missouri-Kansas City, USA); Biplob Debnath (NEC Labs America, USA); Srimat Chakradhar (NEC Research Labs, USA)
RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge (full paper), Zahid Hasan, Nirmalya Roy and Sreenivasan Ramasamy Ramamurthy (University of Maryland Baltimore County, USA); Emon Dey (University of Maryland, Baltimore County, USA); Archan Misra (Singapore Management University, Singapore)
Scheduling Continuous Operators for IoT Edge Analytics with Time Constraints (full paper), Patient Ntumba wa Ntumba and Nikolaos Georgantas (INRIA, France); Vassilis Christophides (ENSEA, France)
Wireless Crowd Charging with Battery Aging Mitigation (full paper), Tamoghna Ojha, Theofanis P. Raptis, Marco Conti and Andrea Passarella (IIT-CNR, Italy)
Bringing Energy into Utility-Privacy Tradeoff in IoT (full paper), Henrique Potter, Daniel Mosse and Stephen Lee (University of Pittsburgh, USA)
CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities (full paper), Zirong Chen (Vanderbilt University, USA); Isaac Li (University of Virginia, USA); Haoxiang Zhang (Columbia University, USA); Sarah Preum (Dartmouth College, USA); John Stankovic (University of Virginia, USA); Meiyi Ma (Vanderbilt University, USA)
CoDEm: Conditional Domain Embeddings for Scalable Human Activity Recognition (full paper), Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan and Nirmalya Roy (University of Maryland Baltimore County, USA); Archan Misra (Singapore Management University, Singapore)
SmartWaterSens: A Crowdsensing-based Approach to Groundwater Contamination Estimation (full paper), Lanyu Shang (University of Illinois at Urbana-Champaign, USA); Yang Zhang (University of Notre Dame, USA); Quanhui Ye, Na Wei and Dong Wang (University of Illinois at Urbana-Champaign, USA)
Neural Architecture and Feature Search for Predicting the Ridership of Public Transportation Routes (short paper), Afiya Ayman (University of Houston, USA); Juan Martinez (Vanderbilt University, USA); Philip Pugliese (Chattanooga Area Regional Transportation Authority, USA); Abhishek Dubey (Vanderbilt University, USA); Aron Laszka (University of Houston, USA)
Smart Edge-Enabled Traffic Light Control: Improving Reward-Communication Trade-off with Federated Reinforcement Learning (full paper), Nathaniel Hudson (University of Kentucky, USA); Pratham Oza (Virginia Tech, USA); Hana Khamfroush (University of Kentucky, USA); Thidapat Chantem (Virginia Tech, USA)
Federated Continual Learning through distillation in pervasive computing (short paper), Anastasiia Usmanova (UGA, France); François Portet (Laboratory LIG, UMR CNRS/INPG/UJF 5217, Team GETALP, France); Philippe Lalanda (Grenoble University, France); German Vega (LIG, France)
Stateless or stateful FaaS? I'll take both! (full paper), Carlo Puliafito (University of Pisa, Italy); Claudio Cicconetti and Marco Conti (IIT-CNR, Italy); Enzo Mingozzi (University of Pisa, Italy); Andrea Passarella (IIT-CNR, Italy)
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data (full paper), Mattia G Campana (IIT-CNR, Italy); Andrea Rovati (University of Milano, Italy); Franca Delmastro (IIT-CNR, Italy); Elena Pagani (Università degli Studi di Milano & Institute of Informatics and Telematics - National Research Council, Italy)
Industry track
Practical Integration of an adaptive Subgrid Identification System in Medium Voltage Smartgrids based on Machine Learning and Virtualization Solutions (short), Frederik Puhe (Westnetz GmbH, Germany)
Sales volume prediction, application to materials trading, Marc Souply (RMAN Sync/Normandie Univ, France) , Marc Malmaison (RMAN Sync, France), Francois Rioult , Bertrand Cuissart (Normandie Univ, France)
FLITC: A Novel Federated Learning-Based Method for IoT Traffic Classification, Mahmoud Abbasi (University of Salamanca, Spain); Amir Taherkordi (University of Oslo, Norway); and Amin Shahraki (Fraunhofer IIS, Erlangen, Germany)
Analysis, Hardware Specification and Design of a Programmable Performance Monitoring Unit (PPMU) for RISC-V ECUs, Francesco Cosimi; Fabrizio Tronci (Huawei Research Centre, Italy); Sergio Saponara (Dep. Information Engineering, Italy); Paolo Gai (Huawei Research Centre, Italy)
WIP and DEMO track
Toward Measuring Conversation Duration Using a Wristwatch-type Wearable Device (WIP), Yuki Komatsu; Kazuki Shimojo; Yuuki Nishiyama; Kaoru Sezaki
Toward an API-driven infinite cyber-screen for custom real-time visualization of Big Data streams (WIP), Mirco Soderi; Vignesh Kamath; John Breslin
Dissecting the Problem of Individual Home Power Consumption Prediction using Machine Learning (WIP), Enrico Casella; Eleanor Sudduth; Simone Silvestri
Detecting Childcare Activities Using an Off-the-shelf Smartwatch (WIP), Yuki Kasahara; Yuuki Nishiyama; Kaoru Sezaki
Demo: Automated Micro-Activity Annotations for Human Activity Recognition with Inertial Sensing (DEMO), Soumyajit Chatterjee; Bivas Mitra; Sandip Chakraborty
Skadi: Heterogeneous Human-sensing System for Automotive IoT (DEMO), Dennis Neumann; Ella Peltonen
A demo of a Software Platform for Ubiquitous Big Data Engineering, Visualization, and Analytics, via reconfigurable micro-services, in Smart Factories (DEMO), Mirco Soderi; Vignesh Kamath; John Breslin
Demonstrating Optimized Delegation between AI and Human Agents (DEMO), Andrew S Fuchs; Andrea Passarella; Marco Conti
An Intelligent Assistant for Converting City Requirements to Formal Specification (DEMO), Zirong Chen; Isaac Li; Haoxiang Zhang; Sarah Preum; John Stankovic; Meiyi Ma
