Guiping Hu

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 26

Top Topics

Machine Learning

Top Venues

Comput. Ind. Eng.

Publications

Geng Hu, Baomin Wang, Boxian Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia
From WSI-level to patch-level: Structure prior-guided binuclear cell fine-grained detection. Medical Image Anal. 89 (2023)
Mohammad Fili, Guiping Hu, Changze Han, Alexa Kort, John Trettin, Hillel Haim
A classification algorithm based on dynamic ensemble selection to predict mutational patterns of the envelope protein in HIV-infected patients. Algorithms Mol. Biol. 18 (1) (2023)
Baomin Wang, Geng Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection. CoRR (2022)
Saba Moeinizade, Guiping Hu, Lizhi Wang
A reinforcement Learning approach to resource allocation in genomic selection. Intell. Syst. Appl. 14 (2022)
Fatemeh Amini, Guiping Hu, Lizhi Wang
Application of the Two-layer Wrapper-Embedded Feature Selection Method to Improve Genomic Selection. SoSE (2022)
Luning Bi, Mohammad Fili, Guiping Hu
COVID-19 forecasting and intervention planning using gated recurrent unit and evolutionary algorithm. Neural Comput. Appl. 34 (20) (2022)
Parvin Mohammadiarvejeh, Teresa E. Middleton, Marshall D. McDaniel, Guiping Hu
A random forest algorithm to understand the regulating factors for tea leave decomposition in agroecosystems. SoSE (2022)
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
Ten simple rules to ruin a collaborative environment. PLoS Comput. Biol. 18 (4) (2022)
Saiara Samira Sajid, Isaiah Huber, Sotirios Archontoulis, Guiping Hu
Integrating Crop Simulation and Machine Learning Models to Improve Crop Yield Prediction. SoSE (2022)
Saba Moeinizade, Guiping Hu, Lizhi Wang
A reinforcement learning approach to resource allocation in genomic selection. CoRR (2021)
Luning Bi, Guiping Hu
A genetic algorithm-assisted deep learning approach for crop yield prediction. Soft Comput. 25 (16) (2021)
Fatemeh Amini, Guiping Hu
A two-layer feature selection method using Genetic Algorithm and Elastic Net. Expert Syst. Appl. 166 (2021)
Saba Moeinizade, Hieu Pham, Ye Han, Austin Dobbels, Guiping Hu
An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions. CoRR (2021)
Mohsen Shahhosseini, Guiping Hu, Saeed Khaki, Sotirios V. Archontoulis
Corn Yield Prediction with Ensemble CNN-DNN. CoRR (2021)
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis
Forecasting Corn Yield with Machine Learning Ensembles. CoRR (2020)
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis, Isaiah Huber
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt. CoRR (2020)
Zhengyang Hu, Guiping Hu
Hybrid stochastic and robust optimization model for lot-sizing and scheduling problems under uncertainties. Eur. J. Oper. Res. 284 (2) (2020)
Vahid Azizi, Guiping Hu, Mahsa Mokari
A two-stage stochastic programming model for multi-period reverse logistics network design with lot-sizing. Comput. Ind. Eng. 143 (2020)
Fatemeh Amini, Guiping Hu
A Hybrid Two-layer Feature Selection Method Using GeneticAlgorithm and Elastic Net. CoRR (2020)
Mohsen Shahhosseini, Guiping Hu
Improved Weighted Random Forest for Classification Problems. CoRR (2020)
Luning Bi, Guiping Hu, Muhammad Mohsin Raza, Yuba Kandel, Leonor Leandro, Daren Mueller
A Gated Recurrent Units (GRU)-Based Model for Early Detection of Soybean Sudden Death Syndrome through Time-Series Satellite Imagery. Remote. Sens. 12 (21) (2020)
Mohsen Shahhosseini, Guiping Hu, Hieu Pham
Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems. CoRR (2019)
Zhengyang Hu, Ronald G. Askin, Guiping Hu
Hub relay network design for daily driver routes. Int. J. Prod. Res. 57 (19) (2019)
Mohsen Shahhosseini, Rafael A. Martinez-Feria, Guiping Hu, Sotirios V. Archontoulis
Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms. CoRR (2019)
Zhengyang Hu, Guiping Hu
A multi-stage stochastic programming for lot-sizing and scheduling under demand uncertainty. Comput. Ind. Eng. 119 (2018)
Yihua Li, Guiping Hu
Shop floor lot-sizing and scheduling with a two-stage stochastic programming model considering uncertain demand and workforce efficiency. Comput. Ind. Eng. 111 (2017)
Yihua Li, Guiping Hu
A Sequential Fast Pyrolysis Facility Location-Allocation Model. APMS (1) (2013)
Qi Li, Guiping Hu
An Optimization Model for Advanced Biofuel Production Based on Bio-oil Gasification. APMS (1) (2013)