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Hieu Pham
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Year
Optimizing ensemble weights and hyperparameters of machine learning models for regression problems
M Shahhosseini, G Hu, H Pham
Machine Learning with Applications 7, 100251, 2022
1292022
Simultaneous corn and soybean yield prediction from remote sensing data using deep transfer learning
S Khaki, H Pham, L Wang
Scientific Reports 11 (1), 11132, 2021
113*2021
Biclustering with missing data
J Li, J Reisner, H Pham, S Olafsson, S Vardeman
Information Sciences 510, 301-316, 2020
108*2020
Wheatnet: A lightweight convolutional neural network for high-throughput image-based wheat head detection and counting
S Khaki, N Safaei, H Pham, L Wang
Neurocomputing 489, 78-89, 2022
642022
Deepcorn: A semi-supervised deep learning method for high-throughput image-based corn kernel counting and yield estimation
S Khaki, H Pham, Y Han, A Kuhl, W Kent, L Wang
Knowledge-Based Systems 218, 106874, 2021
612021
Convolutional neural networks for image-based corn kernel detection and counting
S Khaki, H Pham, Y Han, A Kuhl, W Kent, L Wang
Sensors 20 (9), 2721, 2020
512020
Optimizing ensemble weights for machine learning models: a case study for housing price prediction
M Shahhosseini, G Hu, H Pham
Smart Service Systems, Operations Management, and Analytics: Proceedings of …, 2020
492020
Bagged ensembles with tunable parameters
H Pham, S Olafsson
Computational Intelligence 35 (1), 184-203, 2019
462019
Towards a systematic understanding of blockchain governance in proposal voting: A dash case study
L Mosley, H Pham, X Guo, Y Bansal, E Hare, N Antony
Blockchain: Research and Applications 3 (3), 100085, 2022
272022
An applied deep learning approach for estimating soybean relative maturity from UAV imagery to aid plant breeding decisions
S Moeinizade, H Pham, Y Han, A Dobbels, G Hu
Machine Learning with Applications 7, 100233, 2022
262022
Elderly people living alone: Detecting home visits with ambient and wearable sensing
R Hu, H Pham, P Buluschek, D Gatica-Perez
Proceedings of the 2nd International Workshop on Multimedia for Personal …, 2017
252017
High-throughput image-based plant stand count estimation using convolutional neural networks
S Khaki, H Pham, Z Khalilzadeh, A Masoud, N Safaei, Y Han, W Kent, ...
Plos one 17 (7), e0268762, 2022
172022
On Cesaro averages for weighted trees in the random forest
H Pham, S Olafsson
Journal of Classification 37 (1), 223-236, 2020
162020
A look-ahead Monte Carlo simulation method for improving parental selection in trait introgression
S Moeinizade, Y Han, H Pham, G Hu, L Wang
Scientific reports 11 (1), 3918, 2021
152021
Image-based sorghum head counting when you only look once
L Mosley, H Pham, Y Bansal, E Hare, C Mwanza
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
112023
Wheatnet: A lightweight convolutional neural network for high-throughput image-based wheat head detection and counting. arXiv 2021
S Khaki, N Safaei, H Pham, L Wang
arXiv preprint arXiv:2103.09408, 0
9
Optimizing ensemble weights and hyperparameters of machine learning models for regression problems. arXiv 2019
M Shahhosseini, G Hu, H Pham
arXiv preprint arXiv:1908.05287, 0
6
Dynamic programming for resource allocation in multi-allelic trait introgression
Y Han, JN Cameron, L Wang, H Pham, WD Beavis
Frontiers in Plant Science 12, 544854, 2021
32021
biclustermd: An R Package for Biclustering with Missing Values.
J Reisner, H Pham, S Olafsson, SB Vardeman, J Li
R J. 11 (2), 69, 2019
32019
Crop Phenotype Prediction using Biclustering to Explain Genotype-by-Environment Interactions
HT Pham, J Reisner, A Swift, S Olafsson, S Vardeman
Frontiers in Plant Science, 3478, 2022
22022
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