research
∙
06/29/2023
TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures
Stochastic generators are useful for estimating climate impacts on vario...
share
research
∙
01/04/2023
Detecting Neighborhood Gentrification at Scale via Street-level Visual Data
Neighborhood gentrification plays a significant role in shaping the soci...
research
∙
04/22/2022
Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation
The rapid expansion of Advanced Meter Infrastructure (AMI) has dramatica...
research
∙
11/29/2021
NeuralProphet: Explainable Forecasting at Scale
We introduce NeuralProphet, a successor to Facebook Prophet, which set a...
research
∙
08/09/2021
EVGen: Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations
The nexus between transportation, the power grid, and consumer behavior ...
research
∙
07/01/2021
Joint Optimization of Autonomous Electric Vehicle Fleet Operations and Charging Station Siting
Charging infrastructure is the coupling link between power and transport...
research
∙
05/06/2021
Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond
Recent urbanization has coincided with the enrichment of geotagged data,...
research
∙
04/01/2021
Quick Line Outage Identification in Urban Distribution Grids via Smart Meters
The growing integration of distributed energy resources (DERs) in distri...
research
∙
12/07/2020
An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data
While photovoltaic (PV) systems are installed at an unprecedented rate, ...
research
∙
12/02/2020
Generating private data with user customization
Personal devices such as mobile phones can produce and store large amoun...
research
∙
10/26/2020
Activity Detection And Modeling Using Smart Meter Data: Concept And Case Studies
Electricity consumed by residential consumers counts for a significant p...
research
∙
10/09/2020
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models
Advancing probabilistic solar forecasting methods is essential to suppor...
research
∙
06/12/2020
FedGAN: Federated Generative Adversarial Networks for Distributed Data
We propose Federated Generative Adversarial Network (FedGAN) for trainin...
research
∙
06/12/2020
FedGAN: Federated Generative AdversarialNetworks for Distributed Data
We propose Federated Generative Adversarial Network (FedGAN) for trainin...
research
∙
05/07/2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
How can we effectively leverage the domain knowledge from remote sensing...
research
∙
04/21/2020
The 1st Agriculture-Vision Challenge: Methods and Results
The first Agriculture-Vision Challenge aims to encourage research in dev...
research
∙
01/29/2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding
Understanding intrinsic patterns and predicting spatiotemporal character...
research
∙
11/27/2019
AR-Net: A simple Auto-Regressive Neural Network for time-series
In this paper we present a new framework for time-series modeling that c...
research
∙
10/04/2019
Energy Resource Control via Privacy Preserving Data
Although the frequent monitoring of smart meters enables granular contro...
research
∙
05/01/2019
On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks -- An Optimal Power Flow Approach
In future transportation systems, the charging behavior of electric Auto...
research
∙
04/20/2019
Distributed generation of privacy preserving data with user customization
Distributed devices such as mobile phones can produce and store large am...
research
∙
12/15/2018
Sequential Multiple Structural Damage Detection and Localization: A Distributed Approach
As essential components of the modern urban system, the health condition...
research
∙
11/19/2018
Electric vehicle charging during the day or at night: a perspective on carbon emissions
We propose an emission-oriented charging scheme to evaluate the emission...
research
∙
11/14/2018
Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method
The high structural deficient rate poses serious risks to the operation ...
research
∙
11/14/2018
Fast Distribution Grid Line Outage Identification with μPMU
The growing integration of distributed energy resources (DERs) in urban ...
research
∙
10/08/2018
Data-Driven Load Modeling and Forecasting of Residential Appliances
The expansion of residential demand response programs and increased depl...
research
∙
09/21/2018
Understanding Compressive Adversarial Privacy
Designing a data sharing mechanism without sacrificing too much privacy ...
research
∙
09/18/2018
Unbalanced Three-Phase Distribution Grid Topology Estimation and Bus Phase Identification
There is an increasing need for monitoring and controlling uncertainties...
research
∙
08/22/2018
Peer to Peer Sharing of Distributed Energy Resources
As the penetration of distributed energy resources in the residential se...
research
∙
07/13/2018
Generative Adversarial Privacy
We present a data-driven framework called generative adversarial privacy...
research
∙
04/23/2018
Siamese Generative Adversarial Privatizer for Biometric Data
State-of-the-art machine learning algorithms can be fooled by carefully ...
research
∙
12/07/2017
Parking Sensing and Information System: Sensors, Deployment, and Evaluation
This paper describes a smart parking sensing and information system that...
research
∙
10/26/2017
Context-Aware Generative Adversarial Privacy
Preserving the utility of published datasets while simultaneously provid...
research
∙
11/06/2016
Urban Distribution Grid Topology Estimation via Group Lasso
The growing penetration of distributed energy resources (DERs) in urban ...
research
∙
11/05/2015
