Ram Rajagopal

1. SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing
   2023/12/20 by Zhecheng Wang, Wang, Zhecheng, Rajanie Prabha +7 · 31 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
2. FedGAN: Federated Generative Adversarial Networks for Distributed Data
   2020/06/12 by Mohammad Rasouli, Tao Sun, Rasouli, Mohammad +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data
3. Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding
   2020/01/29 by Zhecheng Wang, Wang, Zhecheng, Haoyuan Li +3 · 3 citations
   Medicine · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. AR-Net: A simple Auto-Regressive Neural Network for time-series
   2019/11/27 by Oskar Triebe, Nikolay Laptev, Triebe, Oskar +3 · 4 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. NeuralProphet: Explainable Forecasting at Scale
   2021/11/29 by Oskar Triebe, Triebe, Oskar, Hansika Hewamalage +9 · 2 citations
   Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
6. PaToPa: A Data-Driven Parameter and Topology Joint Estimation Framework in Distribution Grids
   2017/05/24 by Jiafan Yu, Yang Weng, Yu, Jiafan +3 · 1 citation
   Computer Science · Engineering · Mathematics · #FOS: Electrical engineering #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Statistical and numerical algorithms #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Electric vehicle charging during the day or at night: a perspective on carbon emissions
   2018/11/19 by Xiao Dong Chen, Chin‐Woo Tan, Chen, Xiao +5 · 1 citation
   Engineering · #Advanced Battery Technologies Research #Computers and Society (cs.CY) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #Transportation and Mobility Innovations #electronic engineering #information engineering
8. PaToPaEM: A Data-Driven Parameter and Topology Joint Estimation Framework for Time Varying System in Distribution Grids
   2018/12/17 by Jiafan Yu, Yu, Jiafan, Yang Weng +3 · 1 citation
   Engineering · #Energy Load and Power Forecasting #FOS: Electrical engineering #Optimal Power Flow Distribution #Power System Optimization and Stability #Systems and Control (eess.SY) #electronic engineering #information engineering
9. Distribution System Topology Detection Using Consumer Load and Line Flow Measurements
   2015/03/24 by Raffi Sevlian, Sevlian, Raffi Avo, Ram Rajagopal +1 · 1 citation
   Engineering · #FOS: Electrical engineering #Optimal Power Flow Distribution #Power System Optimization and Stability #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Generative Adversarial Privacy
    2018/07/13 by Chong Huang, Huang, Chong, Peter Kairouz +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
11. Short Term Electricity Load Forecasting on Varying Levels of Aggregation
    2014/03/31 by Raffi Sevlian, Ram Rajagopal, Sevlian, Raffi +1 · 1 citation
    Decision Sciences · Engineering · #Applications (stat.AP) #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #Forecasting Techniques and Applications #Social and Information Networks (cs.SI)
12. CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series
    2024/01/02 by Tianyuan Huang, Huang, Tianyuan, Zejia Wu +7 · 2 citations
    Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Impact of Light on Environment and Health #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
13. Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
    2020/05/07 by Hao Sheng, Xiao Chen, Sheng, Hao +7 · 1 citation
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Remote-Sensing Image Classification
14. EVGen: Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations
    2021/08/08 by Robert Buechler, Emmanuel Balogun, Buechler, Robert +5 · 1 citation
    Engineering · Environmental Science · #Advanced Battery Technologies Research #Electric Vehicles and Infrastructure #Energy and Environment Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Detecting Neighborhood Gentrification at Scale via Street-level Visual Data
    2023/01/04 by Tianyuan Huang, Timothy Dai, Huang, Tianyuan +13 · 1 citation
    Computer Science · Environmental Science · Social Sciences · #Video Surveillance and Tracking Methods #Land Use and Ecosystem Services #Human Mobility and Location-Based Analysis
16. Improving the Load Flexibility of Stratified Electric Water Heaters: Design and Experimental Validation of MPC Strategies
    2023/12/07 by Elizabeth Buechler, Buechler, Elizabeth, Aaron Goldin +3 · 1 citation
    Engineering · Environmental Science · #FOS: Electrical engineering #Microgrid Control and Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #Water-Energy-Food Nexus Studies #electronic engineering #information engineering
17. Designing model predictive control strategies for grid-interactive water heaters for load shifting applications
    2024/08/05 by Elizabeth Buechler, Buechler, Elizabeth, Aaron Goldin +3 · 1 citation
    Engineering · #FOS: Electrical engineering #Microgrid Control and Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering