Research
Graph Neural Networks
Global Optimization
Non Convex
Reinforcement Learning
Two Way Interaction
Machine Learning Model, Machine Learning Models, Machine Learning Modeling
Multiple Chronic Conditions
United States
List of Publications (14)
In 2023
14
A machine learning approach for predicting hurricane evacuee destination location using smartphone location data. PK Anyidoho, X Ju, RA Davidson, LK Nozick Computational Urban Science 3 (1), 30, 2023.
Found on Publication Page
13
Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality. G Wan, M Jiao, X Ju, Y Zhang, H Schweitzer, F Liu Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 12491 ..., 2023.
Found on Publication Page
12
Prediction of cannabis addictive patients with graph neural networks. S Wen, S Yang, X Ju, T Liao, F Liu International Conference on Brain Informatics, 297-307, 2023.
Found on Publication Page
In 2022
11
Wind farm layout optimization using adaptive evolutionary algorithm with Monte Carlo Tree Search reinforcement learning. F Bai, X Ju, S Wang, W Zhou, F Liu Energy Conversion and Management, 115047, 2022.
Found on Publication Page
10
Global optimization on non-convex two-way interaction truncated linear multivariate adaptive regression splines using mixed integer quadratic programming. X Ju, JM Rosenberger, VCP Chen, F Liu Information Sciences 597, 38-52, 2022.
Found on Publication Page
9
Brain Source Reconstruction Solution Quality Assessment with Spatial Graph Frequency Features. M Jiao, F Liu, O Asan, R Nilchiani, X Ju, J Xiang International Conference on Brain Informatics, 175-183, 2022.
Found on Publication Page
In 2021
8
Fast knot optimization for multivariate adaptive regression splines using hill climbing methods. X Ju, VCP Chen, JM Rosenberger, F Liu Expert Systems with Applications 171, 114565, 2021.
Found on Publication Page
7
Prediction for the Risk of Multiple Chronic Conditions Among Working Population in the United States With Machine Learning Models. J Yang, X Ju, F Liu, O Asan, TS Church, JO Smith IEEE Open Journal of Engineering in Medicine and Biology 2, 291-298, 2021.
Found on Publication Page
In 2020
6
Wind farm macro-siting optimization with insightful bi-criteria identification and relocation mechanism in genetic algorithm. F Liu, X Ju, N Wang, L Wang, WJ Lee Energy Conversion and Management 217, 112964, 2020.
Found on Publication Page
In 2019
4
Wind farm layout optimization using self-informed genetic algorithm with information guided exploitation. X Ju, F Liu Applied Energy 248, 429-445, 2019.
Found on Publication Page
3
Wind farm layout optimization based on support vector regression guided genetic algorithm with consideration of participation among landowners. X Ju, F Liu, L Wang, WJ Lee Energy Conversion and Management 196, 1267-1281, 2019.
Found on Publication Page
2
Knot Optimization for Multivariate Adaptive Regression Splines. X Ju, VCP Chen, JM Rosenberger, F Liu IISE Annual Conference. Proceedings, 118-123, 2019.
Found on Publication Page
1
A MARS Python version using truncated linear function. X Ju, VCP Chen https://doi.org/10.5281/zenodo.3568481, 2019.
Found on Publication Page
