CTAB-GAN+: enhancing tabular data synthesis

Zilong Zhao, Aditya Kunar, Robert Birke, +2

Frontiers in Big Data

Artificial IntelligenceEngineeringMachine LearningPrivacy LossComputer-aided Design +16

CTAB-GAN: Effective Table Data Synthesizing

Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, +2

arXiv (Cornell University)

EngineeringMachine LearningNovel Conditional VectorGenerative SystemData Generation +16

Robust Anomaly Detection on Unreliable Data

Zilong Zhao, Sophie Cerf, Robert Birke, +4

Anomaly DetectionMachine LearningEngineeringReliability EngineeringData Science +17

Radiomics for prediction of response to EGFR-TKI based on metastasis/brain parenchyma (M/BP)-interface

Ying Fan, Zilong Zhao, Xingling Wang, +4

La radiologia medica

Neuro-oncologyTumor BiologyMedicinePathologyRadiopharmaceutical Therapy +9

Short-term microgrid load probability density forecasting method based on k-means-deep learning quantile regression

Zilong Zhao, Jinrui Tang, Jianchao Liu, +3

Energy Reports

Forecasting MethodologyEngineeringMachine LearningMicrogrid LoadData Science +14

An Exploratory Analysis on Users’ Contributions in Federated Learning

Jiyue Huang, Rania Talbi, Zilong Zhao, +3

Artificial IntelligenceEngineeringMachine LearningInformation SecurityFederated Structure +14

Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data

Zilong Zhao, Robert Birke, Aditya Kunar, +1

arXiv (Cornell University)

Sonar Image Generation by MFA-CycleGAN for Boosting Underwater Object Detection of AUVs

Jianqun Zhou, Yang Li, Hongmao Qin, +3

IEEE Journal of Oceanic Engineering

Sonar ImagesConvolutional Neural NetworkEngineeringMachine LearningUnderwater System +20

Short-Term Load Forecasting for an Industrial Park Using LSTM-RNN Considering Energy Storage

Feng Li, Xiaowei Yu, Xin Tian, +1

2021 3rd Asia Energy and Electrical Engineering Symposium (AEEES)

Barrier Lyapunov function-based fixed-time FTC for high-order nonlinear systems with predefined tracking accuracy

Xiaolin Wang, Jihui Xu, Maolong Lv, +2

Nonlinear Dynamics