Omid Ardakanian

Orcid: 0000-0002-6711-5502

Affiliations:
  • University of Alberta, Edmonton, AB, Canada


According to our database1, Omid Ardakanian authored at least 57 papers between 2009 and 2024.

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Bibliography

2024
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning.
ACM Trans. Sens. Networks, January, 2024

Comfort-aware Optimal Space Planning in Shared Workspaces.
Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
False Data Injection Attacks on Smart Grid Voltage Regulation With Stochastic Communication Model.
IEEE Trans. Ind. Informatics, May, 2023

Inverse Power Flow Problem.
IEEE Trans. Control. Netw. Syst., March, 2023

Robust Multimodal Fusion for Human Activity Recognition.
CoRR, 2023

Investigating the Impact of Space Allocation Strategy on Energy-Comfort Trade-off in Office Buildings.
Proceedings of the Companion Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Making a Virtual Power Plant out of Privately Owned Electric Vehicles: From Contract Design to Scheduling.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Efficient and Accurate Peer-to-Peer Training of Machine Learning Based Home Thermal Models.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Adversarial Attacks on Machine Learning-Based State Estimation in Power Distribution Systems.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Privacy through Diffusion: A White-listing Approach to Sensor Data Anonymization.
Proceedings of the 5th Workshop on CPS&IoT Security and Privacy, 2023

2022
Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach.
ACM Trans. Internet Things, 2022

False Data Injection Attack on Electric Vehicle-Assisted Voltage Regulation.
CoRR, 2022

On efficient operation of a V2G-enabled virtual power plant: when solar power meets bidirectional electric vehicle charging.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Diversity for transfer in learning-based control of buildings.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021
Adaptive Congestion Control for Electric Vehicle Charging in the Smart Grid.
IEEE Trans. Smart Grid, 2021

A Data-Efficient Approach to Behind-the-Meter Solar Generation Disaggregation.
CoRR, 2021

ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

On the Joint Control of Multiple Building Systems with Reinforcement Learning.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

Disaggregating Solar Generation Using Smart Meter Data and Proxy Measurements from Neighbouring Sites.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

A Holistic Machine Learning-based Autoscaling Approach for Microservice Applications.
Proceedings of the 11th International Conference on Cloud Computing and Services Science, 2021

2020
Bayesian Learning-Based Harmonic State Estimation in Distribution Systems With Smart Meter and DPMU Data.
IEEE Trans. Smart Grid, 2020

Guest Editorial Theory and Application of PMUs in Power Distribution Systems.
IEEE Trans. Smart Grid, 2020

Privacy-preserving Data Analysis through Representation Learning and Transformation.
CoRR, 2020

Flexible, Decentralized Access Control for Smart Buildings with Smart Contracts.
CoRR, 2020

Identifying Grey-box Thermal Models with Bayesian Neural Networks.
CoRR, 2020

Migrating from Monolithic to Serverless: A FinTech Case Study.
Proceedings of the Companion of the 2020 ACM/SPEC International Conference on Performance Engineering, 2020

COBS: COmprehensive Building Simulator.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Solar Disaggregation: State of the Art and Open Challenges.
Proceedings of the NILM '20, 2020

Reputation-Based Fair Power Allocation to Plug-in Electric Vehicles in the Smart Grid.
Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

A Co-simulation Platform for Evaluating Cyber Security and Control Applications in the Smart Grid.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Adaptive Control of Plug-in Electric Vehicle Charging with Reinforcement Learning.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Large-scale Data-driven Segmentation of Banking Customers.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
On Identification of Distribution Grids.
IEEE Trans. Control. Netw. Syst., 2019

Practical Considerations in the Design of Distribution State Estimation Techniques.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Indoor Path Planning and Decentralized Access Control in Commercial Buildings.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

A domain adaptation technique for fine-grained occupancy estimation in commercial buildings.
Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Device Mobility Detection Based on Optical Flow and Multi-Receiver Consensus.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Decentralized access control for smart buildings using metadata and smart contracts.
Proceedings of the 5th International Workshop on Software Engineering for Smart Cyber-Physical Systems, 2019

ODToolkit: A Toolkit for Building Occupancy Detection.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

EnergyBoost: Learning-based Control of Home Batteries.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

2018
Leveraging Sparsity in Distribution Grids: System Identification and Harmonic State Estimation.
SIGMETRICS Perform. Evaluation Rev., 2018

In (Stochastic) Search of a Fairer Alife.
CoRR, 2018

Sparse Bayesian Harmonic State Estimation.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Data-driven occupant modeling strategies and digital tools enabled by IEA EBC annex 79: poster abstract.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Data-Driven Models for Building Occupancy Estimation.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018

2017
Synchrophasor data analytics in distribution grids.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

2016
Event Detection and Localization in Distribution Grids with Phasor Measurement Units.
CoRR, 2016

Non-Intrusive Techniques for Establishing Occupancy Related Energy Savings in Commercial Buildings.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

2014
Real-Time Distributed Control for Smart Electric Vehicle Chargers: From a Static to a Dynamic Study.
IEEE Trans. Smart Grid, 2014

Quantifying the benefits of extending electric vehicle charging deadlines with solar generation.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Computing Electricity Consumption Profiles from Household Smart Meter Data.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013
Distributed control of electric vehicle charging.
Proceedings of the Fourth International Conference on Future Energy Systems, 2013

2012
On the impact of storage in residential power distribution systems.
SIGMETRICS Perform. Evaluation Rev., 2012

RealTime distributed congestion control for electrical vehicle charging.
SIGMETRICS Perform. Evaluation Rev., 2012

On the use of teletraffic theory in power distribution systems.
Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

2009
Mobility Aware Distributed Topology Control in Mobile Ad-Hoc Networks Using Mobility Pattern Matching.
Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, 2009


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