Guiping Hu

According to our database, Guiping Hu authored at least 30 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Validation of scenario generation for decision-making using machine learning prediction models.

Görkem Emirhüseyinoglu, Mohsen Shahhosseini, Guiping Hu, Sarah M. Ryan

Optim. Lett., December, 2024

Mapping the Evolutionary Space of SARS-CoV-2 Variants to Anticipate Emergence of Subvariants Resistant to COVID-19 Therapeutics.

Roberth Anthony Rojas Chávez, Mohammad Fili, Changze Han, Syed A. Rahman, Isaiah G. L. Bicar, Sullivan Gregory, Annika Helverson, Guiping Hu, Benjamin W. Darbro, Jishnu Das, Grant D. Brown, Hillel Haim

PLoS Comput. Biol., 2024

2023

A classification algorithm based on dynamic ensemble selection to predict mutational patterns of the envelope protein in HIV-infected patients.

Mohammad Fili, Guiping Hu, Changze Han, Alexa Kort, John Trettin, Hillel Haim

Algorithms Mol. Biol., December, 2023

From WSI-level to patch-level: Structure prior-guided binuclear cell fine-grained detection.

Geng Hu, Baomin Wang, Boxian Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia

Medical Image Anal., October, 2023

2022

Ten simple rules to ruin a collaborative environment.

Carolyn J. Lawrence-Dill, Robyn L. Allscheid, Albert Boaitey, Todd Bauman, Edward S. Buckler IV, Jennifer L. Clarke, Christopher Cullis, Jack Dekkers, Cassandra J. Dorius, Shawn F. Dorius, David Ertl, Matthew Homann, Guiping Hu, Mary Losch, Eric Lyons, Brenda Murdoch, Zahra-Katy Navabi, Somashekhar Punnuri, Fahad Rafiq, James M. Reecy, Patrick S. Schnable, Nicole M. Scott, Moira Sheehan, Xavier Sirault, Margaret Staton, Christopher K. Tuggle, Alison Van Eenennaam, Rachael Voas

PLoS Comput. Biol., 2022

COVID-19 forecasting and intervention planning using gated recurrent unit and evolutionary algorithm.

Luning Bi, Mohammad Fili, Guiping Hu

Neural Comput. Appl., 2022

A reinforcement Learning approach to resource allocation in genomic selection.

Saba Moeinizade, Guiping Hu, Lizhi Wang

Intell. Syst. Appl., 2022

From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection.

Baomin Wang, Geng Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia

CoRR, 2022

Integrating Crop Simulation and Machine Learning Models to Improve Crop Yield Prediction.

Saiara Samira Sajid, Isaiah Huber, Sotirios Archontoulis, Guiping Hu

Proceedings of the 17th Annual System of Systems Engineering Conference, 2022

A random forest algorithm to understand the regulating factors for tea leave decomposition in agroecosystems.

Parvin Mohammadiarvejeh, Teresa E. Middleton, Marshall D. McDaniel, Guiping Hu

Proceedings of the 17th Annual System of Systems Engineering Conference, 2022

Application of the Two-layer Wrapper-Embedded Feature Selection Method to Improve Genomic Selection.

Fatemeh Amini, Guiping Hu, Lizhi Wang

Proceedings of the 17th Annual System of Systems Engineering Conference, 2022

2021

A genetic algorithm-assisted deep learning approach for crop yield prediction.

Luning Bi, Guiping Hu

Soft Comput., 2021

A two-layer feature selection method using Genetic Algorithm and Elastic Net.

Fatemeh Amini, Guiping Hu

Expert Syst. Appl., 2021

An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions.

Saba Moeinizade, Hieu Pham, Ye Han, Austin Dobbels, Guiping Hu

CoRR, 2021

Corn Yield Prediction with Ensemble CNN-DNN.

Mohsen Shahhosseini, Guiping Hu, Saeed Khaki, Sotirios V. Archontoulis

CoRR, 2021

2020

A Gated Recurrent Units (GRU)-Based Model for Early Detection of Soybean Sudden Death Syndrome through Time-Series Satellite Imagery.

Luning Bi, Guiping Hu, Muhammad Mohsin Raza, Yuba Kandel, Leonor Leandro, Daren Mueller

Remote. Sens., 2020

Hybrid stochastic and robust optimization model for lot-sizing and scheduling problems under uncertainties.

Zhengyang Hu, Guiping Hu

Eur. J. Oper. Res., 2020

Improved Weighted Random Forest for Classification Problems.

Mohsen Shahhosseini, Guiping Hu

CoRR, 2020

Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt.

Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis, Isaiah Huber

CoRR, 2020

A Hybrid Two-layer Feature Selection Method Using GeneticAlgorithm and Elastic Net.

Fatemeh Amini, Guiping Hu

CoRR, 2020

Forecasting Corn Yield with Machine Learning Ensembles.

Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis

CoRR, 2020

A two-stage stochastic programming model for multi-period reverse logistics network design with lot-sizing.

Vahid Azizi, Guiping Hu, Mahsa Mokari

Comput. Ind. Eng., 2020

2019

Hub relay network design for daily driver routes.

Zhengyang Hu, Ronald G. Askin, Guiping Hu

Int. J. Prod. Res., 2019

Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms.

Mohsen Shahhosseini, Rafael A. Martinez-Feria, Guiping Hu, Sotirios V. Archontoulis

CoRR, 2019

Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems.

Mohsen Shahhosseini, Guiping Hu, Hieu Pham

CoRR, 2019

2018

A multi-stage stochastic programming for lot-sizing and scheduling under demand uncertainty.

Zhengyang Hu, Guiping Hu

Comput. Ind. Eng., 2018

2017

Shop floor lot-sizing and scheduling with a two-stage stochastic programming model considering uncertain demand and workforce efficiency.

Yihua Li, Guiping Hu

Comput. Ind. Eng., 2017

2016

A bottom-up biofuel market equilibrium model for policy analysis.

Leilei Zhang, Guiping Hu, Lizhi Wang, Yihsu Chen

Ann. Oper. Res., 2016

2013

A Sequential Fast Pyrolysis Facility Location-Allocation Model.

Yihua Li, Guiping Hu

Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013

An Optimization Model for Advanced Biofuel Production Based on Bio-oil Gasification.

Qi Li, Guiping Hu

Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013