Sotabase

Career

· Associate Professor Of Business Analytics, The University of Kansas2024–
· Assistant Professor Of Business Analytics, University of Kansas2018–2024
· Graduate Assistant, University of Cincinnati2013–2018
· Doctor of Philosophy (PhD), Quantitative Analysis, University of Cincinnati College of Business2013–2017
· Online Marketing Analyst, Axcess Financial2012–2013
· Internship, China Investment Corporation2012–2012
· Master of Science (MS), Statistics, University of Cincinnati2011–2013
· Bachelor of Science (BS), Applied Mathematics, Shandong University2007–2011

Publications (75)

Review of Image Classification Algorithms Based on Convolutional Neural Networks
Remote Sensing · 2021
611
cited
Using Deep Learning to Detect Defects in Manufacturing: A Comprehensive Survey and Current Challenges
Materials · 2020
372
cited
Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning
IEEE Access · 2019
322
cited
Generative adversarial networks (GAN) based efficient sampling of chemical composition space for inverse design of inorganic materials
npj Computational Materials · 2019
242
cited
Meta-learning for few-shot bearing fault diagnosis under complex working conditions
Neurocomputing · 2021
227
cited
An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis
Italian National Conference on Sensors · 2017
195
cited
DeepPatent: patent classification with convolutional neural networks and word embedding
Scientometrics · 2018
188
cited
Transfer Learning with Deep Recurrent Neural Networks for Remaining Useful Life Estimation
Applied Sciences · 2018
167
cited
Object Detection Recognition and Robot Grasping Based on Machine Learning: A Survey
IEEE Access · 2020
121
cited
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics, and Benchmark Datasets
Applied Sciences · 2020
115
cited
End-To-End Convolutional Neural Network Model for Gear Fault Diagnosis Based on Sound Signals
Applied Sciences · 2018
111
cited
Real-Time Tiny Part Defect Detection System in Manufacturing Using Deep Learning
IEEE Access · 2019
110
cited
A Review of Text Corpus-Based Tourism Big Data Mining
Applied Sciences · 2019
105
cited
An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition
Applied Sciences · 2018
102
cited
Patent Keyword Extraction Algorithm Based on Distributed Representation for Patent Classification
Entropy · 2018
92
cited
Object Detection Method for Grasping Robot Based on Improved YOLOv5
Micromachines · 2021
90
cited
Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks
Italian National Conference on Sensors · 2019
89
cited
Big Data and AI-Driven Product Design: A Survey
Applied Sciences · 2023
63
cited
Computational Screening of New Perovskite Materials Using Transfer Learning and Deep Learning
Applied Sciences · 2019
63
cited
Product Innovation Design Based on Deep Learning and Kansei Engineering
Applied Sciences · 2018
55
cited
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