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Online Multi-Task Learning Framework for Ensemble Forecasting

IEEE transactions on knowledge and data engineering, 2017-06, Vol.29 (6), p.1268-1280

2017

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Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators

Frontiers in big data, 2021-10, Vol.4, p.750536-750536

2021

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Detecting irrigation extent, frequency, and timing in a heterogeneous arid agricultural region using MODIS time series, Landsat imagery, and ancillary data

Remote sensing of environment, 2018-01, Vol.204, p.197-211

2018

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Perfluorotributylamine-Loaded Albumin Nanoparticles Downregulate Platelet-Derived TGFβ to Inhibit Tumor Metastasis

ACS nano, 2023-08, Vol.17 (16), p.15388-15400

2023

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Hydrological drought evolution with a nonlinear joint index in regions with significant changes in underlying surface

Journal of hydrology (Amsterdam), 2020-06, Vol.585, p.124794, Article 124794

2020

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Evaluation of real-time global flood modeling with satellite surface inundation observations from SMAP

Remote sensing of environment, 2019-11, Vol.233, p.111360, Article 111360

2019

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Spatio-Temporal Multi-Task Learning via Tensor Decomposition

IEEE transactions on knowledge and data engineering, 2021-06, Vol.33 (6), p.2764-2775

2021

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Quantifying the spatiotemporal dynamics of recharge in a composite Great Lakes watershed using a high-resolution hydrology model and multi-source data

Journal of hydrology (Amsterdam), 2021-10, Vol.601, p.126594, Article 126594

2021

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Toward a categorical drought prediction system based on U.S. Drought Monitor (USDM) and climate forecast

Journal of hydrology (Amsterdam), 2017-08, Vol.551, p.300-305

2017

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Cisplatin-loaded polymeric complex micelles with a modulated drug/copolymer ratio for improved in vivo performance

Acta biomaterialia, 2019-07, Vol.92, p.205-218

2019

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Capacity of cholesteryl hemisuccinate in ion pair/phospholipid complex to improve drug-loading, stability and antibacterial activity of clarithromycin intravenous lipid microsphere

Colloids and surfaces, B, Biointerfaces, 2018-12, Vol.172, p.262-271

2018

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Unscented weighted ensemble Kalman filter for soil moisture assimilation

Journal of hydrology (Amsterdam), 2020-01, Vol.580, p.124352, Article 124352

2020

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Scintillator-based radiocatalytic superoxide radical production for long-term tumor DNA damage

Biomaterials science, 2022-06, Vol.1 (13), p.3433-344

2022

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Evaluating Ensemble Kalman, Particle, and Ensemble Particle Filters through Soil Temperature Prediction

Journal of hydrologic engineering, 2014-12, Vol.19 (12)

2014

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ORION: Online Regularized Multi-task Regression and Its Application to Ensemble Forecasting

2014 IEEE International Conference on Data Mining, 2014, p.1061-1066

2014

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Investigating soil moisture sensitivity to precipitation and evapotranspiration errors using SiB2 model and ensemble Kalman filter

Stochastic environmental research and risk assessment, 2014-03, Vol.28 (3), p.681-693

2014

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A Low Rank Weighted Graph Convolutional Approach to Weather Prediction

2018 IEEE International Conference on Data Mining (ICDM), 2018, p.627-636

2018

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DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2022, Vol.36 (4), p.4245-4253

2022

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Contour Tracking Control of Networked Motion Control System Using Improved Equivalent-Input-Disturbance Approach

2023 9th International Conference on Control, Automation and Robotics (ICCAR), 2023, p.279-284

2023

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Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022, p.2020-2028

2022

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OMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2020, Vol.34 (1), p.963-970

2020

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SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series

2023 IEEE International Conference on Data Mining (ICDM), 2023, p.1031-1036

2023

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Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting

2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2019, p.41-50

2019

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Distribution Preserving Multi-task Regression for Spatio-Temporal Data

2018 IEEE International Conference on Data Mining (ICDM), 2018, p.1134-1139

2018

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ANALYSIS OF TRANSMISSION CHARACTERISTICS OF COSINE GEAR DRIVE

Chinese journal of mechanical engineering, 2008-06, Vol.21 (3), p.94-98

WANG, Jian

2008

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Online Multi-Task Learning Framework for Ensemble Forecasting

Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators

Detecting irrigation extent, frequency, and timing in a heterogeneous arid agricultural region using MODIS time series, Landsat imagery, and ancillary data

Perfluorotributylamine-Loaded Albumin Nanoparticles Downregulate Platelet-Derived TGFβ to Inhibit Tumor Metastasis

Hydrological drought evolution with a nonlinear joint index in regions with significant changes in underlying surface

Evaluation of real-time global flood modeling with satellite surface inundation observations from SMAP

Spatio-Temporal Multi-Task Learning via Tensor Decomposition

Quantifying the spatiotemporal dynamics of recharge in a composite Great Lakes watershed using a high-resolution hydrology model and multi-source data

Toward a categorical drought prediction system based on U.S. Drought Monitor (USDM) and climate forecast

Cisplatin-loaded polymeric complex micelles with a modulated drug/copolymer ratio for improved in vivo performance

Capacity of cholesteryl hemisuccinate in ion pair/phospholipid complex to improve drug-loading, stability and antibacterial activity of clarithromycin intravenous lipid microsphere

Unscented weighted ensemble Kalman filter for soil moisture assimilation

Scintillator-based radiocatalytic superoxide radical production for long-term tumor DNA damage

Evaluating Ensemble Kalman, Particle, and Ensemble Particle Filters through Soil Temperature Prediction

ORION: Online Regularized Multi-task Regression and Its Application to Ensemble Forecasting

Investigating soil moisture sensitivity to precipitation and evapotranspiration errors using SiB2 model and ensemble Kalman filter

A Low Rank Weighted Graph Convolutional Approach to Weather Prediction

DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events

Contour Tracking Control of Networked Motion Control System Using Improved Equivalent-Input-Disturbance Approach

Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models

OMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting

SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series

Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting

Distribution Preserving Multi-task Regression for Spatio-Temporal Data

ANALYSIS OF TRANSMISSION CHARACTERISTICS OF COSINE GEAR DRIVE

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