High-Throughput Discovery of Novel Cubic Crystal Materials Using Deep Generative Neural Networks, Yong Zhao, Mohammed Al-Fahdi, Ming Hu, Edirisuriya M.D. Siriwardane, Yuqi Song, Alireza Nasiri, Jianjun Hu
Faculty Publications

Unified Multi-Objective Genetic Algorithm for Energy Efficient Job Shop Scheduling, Hongjong Wei, Shaobo Li, Huageng Quan, Dacheng Liu, Shu Rao, Chuanjiang Li, Jianjun Hu
Faculty Publications

Mlatticeabc: Generic Lattice Constant Prediction of Crystal Materials Using Machine Learning, Yuxin Li, Wenhui Yang, Rongzhi Dong, Jianjun Hu
Faculty Publications

Critical Temperature Prediction of Superconductors Based on Atomic Vectors and Deep Learning, Shaobo Li, Yabo Dan, Xiang Li, Tiantian Hu, Rongzhi Dong, Zhuo Cao, Jianjun Hu
Faculty Publications

A Review of Text Corpus-Based Tourism Big Data Mining, Qin Lin, Shaobo Li, Sen Zhang, Jie Hu, Jianjun Hu
Faculty Publications

Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning, Ansi Zhang, Shaobo Li, Yuxin Cui, Wanli Yang, Rongzhi Dong, Jianjun Hu
Faculty Publications

Personalized Product Evaluation Based on GRA-TOPSIS and Kansei Engineering, HuaFeng Quan, Shaobo Li, Hongjing Wei, Jianjun Hu
Faculty Publications

Using Big Data Analytics to Improve HIV Medical Care Utilisation in South Carolina: A Study Protocol, Bankole Olatosi, Jiajia Zhang, Sharon Weissman, Jianjun Hu, Mohammad Rifat Haider, Xiaoming Li
Faculty Publications

Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks, Sen Zhang, Yong Yao, Jie Hu, Yong Zhao, Shaobo Li, Jianjun Hu
Faculty Publications

Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks, Sen Zhang, Yong Yao, Jie Hu, Yong Zhao, Shaobo Li, Jianjun Hu
Faculty Publications

Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks, Sen Zhang, Yong Yao, Jie Hu, Yong Zhao, Shaobo Li, Jianjun Hu
Faculty Publications

Convolutional Neural Networks for Crystal Material Property Prediction Using Hybrid Orbital-Field Matrix and Magpie Descriptors, Zhuo Cao, Yabo Dan, Zheng Xiong, Chengcheng Niu, Xiang Li, Songrong Qian, Jianjun Hu
Faculty Publications

Convolutional Neural Networks for Crystal Material Property Prediction Using Hybrid Orbital-Field Matrix and Magpie Descriptors, Zhuo Cao, Yabo Dan, Zheng Xiong, Chengcheng Niu, Xiang Li, Songrong Qian, Jianjun Hu
Faculty Publications

Hybrid Genetic Simulated Annealing Algorithm for Improved Flow Shop Scheduling with Makespan Criterion, Hongjing Wei, Shaobo Li, Houmin Jiang, Jianjun Hu
Faculty Publications

Transfer Learning with Deep Recurrent Neural Networks for Remaining Useful Life Estimation, Ansi Zhang, Honglei Wang, Shaobo Li, Yuxin Cui, Guanci Yang, Jianjun Hu
Faculty Publications

End-To-End Convolutional Neural Network Model for Gear Fault Diagnosis Based on Sound Signals, Yong Yao, Honglei Wang, Shaobo Li, Zhongnhao Liu, Gui Gui, Yabo Dan, Jianjun Hu
Faculty Publications

Tourism Review Sentiment Classification Using a Bidirectional Recurrent Neural Network with an Attention Mechanism and Topic-Enriched Word Vectors, Qin Li, Shaobo Li, Jie Hu, Sen Zhang, Jianjun Hu
Faculty Publications

Product Innovation Design Based on Deep Learning and Kansei Engineering, Huafeng Quan, Shaobo Li, Jianjun Hu
Faculty Publications

An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition, Shaobo Li, Yong Yao, Jie Hu, Guokai Liu, Xuemei Yao, Jianjun Hu
Faculty Publications

A Novel Evolutionary Algorithm for Designing Robust Analog Filters, Shaobo Li, Wang Zou, Jianjun Hu
Faculty Publications

ASPIE: A Framework for Active Sensing and Processing of Complex Events in the Internet of Manufacturing Things, Shaobo Li, Weixing Chen, Jie Hu, Jianjun Hu
Faculty Publications

A Bayesian Network Based Adaptability Design of Product Structures for Function Evolution, Shaobo Li, Yongming Wu, Yan-xia Xu, Jie Hu, Jianjun Hu
Faculty Publications

Patent Keyword Extraction Algorithm Based on Distributed Representation for Patent Classification, Jie Hu, Shaobo Li, Yong Yao, Liya Yu, Guanci Yang, Jianjun Hu
Faculty Publications

A Hierarchical Feature Extraction Model for Multi-Label Mechanical Patent Classification, Jie Hu, Shaobo Li, Jianjun Hu, Guanci Yang
Faculty Publications

Improving Rolling Bearing Fault Diagnosis by DS Evidence Theory Based Fusion Model, Xuemei Yao, Shaobo Li, Jianjun Hu
Faculty Publications

An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis, Shaobo Li, Guokai Liu, Xianghong Tang, Jianguang Lu, Jianjun Hu
Faculty Publications

An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis, Shaobo Li, Guoka Liu, Xianghong Tang, Jianguang Lu, Jianjun Hu
Faculty Publications

Network Based Prediction of Protein Localization Using Diffusion Kernel, A. Mondal, Jianjun Hu
Faculty Publications

Scored Protein-Protein Interaction to Predict Subcellular Localizations for Yeast Using Diffusion Kernel, A. M. Mondal, Jianjun Hu
Faculty Publications

Mutation Analysis of Disease Causing Proteins, A. M. Mondai, Jianjun Hu
Faculty Publications

NetLoc: Network Based Protein Localization Prediction Using Protein-Protein Interaction and Co-Expression Networks, A. M. Mondal, Jianjun Hu
Faculty Publications

Efficient Protein-Ligand Docking Using Sustainable Evolutionary Algorithms, E. Atilgan, Jianjun Hu
Faculty Publications

Dose-Responsive Gene Expression Changes in Juvenile and Adult Mummichogs (Fundulus heteroclitus) after Arsenic Exposure, H. O. Gonzalez, Jianjun Hu, K. M. Gaworecki, J. A. Roling, W. S. Baldwin, J. L. Gardea-Torresdey, L. J. Bain
Faculty Publications

Efficient Protein-Ligand Docking Using Sustainable Evolutionary Algorithm, E. Atilgan, Jianjun Hu
Faculty Publications

NetLoc: Network Based Protein Localization Prediction Using Protein-Protein Interaction and Co-Expression Networks, A. M. Mondal, Jianjun Hu
Faculty Publications

Improving Protein Localization Prediction Using Amino Acid Group Based Physichemical Encoding, Jianjun Hu, F. Zhang
Faculty Publications

Bayesian Classifier for Anchored Protein Sorting Discovery, F. Zhang, Jianjun Hu
Faculty Publications

Automated Synthesis of Mechanical Vibration Absorbers Using Genetic Programming, Jianjun Hu, E. D. Goodman, S. Li, R. Rosenberg
Faculty Publications

Integrative Array Analyzer: A Software Package for Analysis of Cross-Platform and Cross-Species Microarray Data, F. Pan, K. Kamath, K. Zhang, S. Pulapura, A. Achar, J. Nunez-Iglesias, Y. Huang, X. Yan, J. Han, H. Hu, M. Xu, Jianjun Hu, X. J. Zhou
Faculty Publications

Open-Ended Robust Design of Analog Filters Using Genetic Programming, Jianjun Hu, X. Zhong, E. D. Goodman
Faculty Publications

A Novel Evolutionary Engineering Design Approach for Mixed-Domain Systems, Z. Fan, K. Seo, Jianjun Hu, E. D. Goodman, R. C. Rosenberg
Faculty Publications

Wireless Access Point Configuration by Genetic Programming, Jianjun Hu, E. Goodman
Faculty Publications

Robust and Efficient Genetic Algorithms with Hierarchical Niching and a Sustainable Evolutionary Computation Model, Jianjun Hu, E. Goodman
Faculty Publications

System-Level Synthesis of MEMS via Genetic Programming and Bond Graphs, Z. Fan, K. Seo, Jianjun Hu, R. C. Rosenberg, E. D. Goodman
Faculty Publications

Dense and Switched Modular Primitives for Bond Graph Model Design, K. Seo, Z. Fan, Jianjun Hu, E. D. Goodman, R. C. Rosenberg
Faculty Publications

HEMO: A Sustainable Multi-objective Evolutionary Optimization Framework, Jianjun Hu, K. Seo, Z. Fan, R. C. Rosenberg, E. D. Goodman
Faculty Publications

Toward a Unified and Automated Design Methodology for Multi-Domain Dynamic Systems Using Bond Graphs and Genetic Programming, K. Seo, Z. Fan, Jianjun Hu, E. D. Goodman, R. C. Rosenberg
Faculty Publications

The Hierarchical Fair Competition (HFC) Model for Parallel Evolutionary Algorithms, Jianjun Hu, E. D. Goodman
Faculty Publications