Ruoqian Liu

发表

A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures

Hongyi Xu, Wei Chen, Alok Choudhary, 2015 .

Time-series temporal classification using Feature Ensemble learning

Yi Lu Murphey, Ruoqian Liu, Ruoqian Liu, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

A Data Mining Approach in Structure-Property Optimization

Abhishek Kumar, Ankit Agrawal, Alok Choudhary, 2014 .

Machine learning approaches for elastic localization linkages in high-contrast composite materials

Ankit Agrawal, Alok Choudhary, Surya R. Kalidindi, 2015, Integrating Materials and Manufacturing Innovation.

Real time vehicle speed predition using gas-kinetic traffic modeling

Shen Xu, Yi Lu Murphey, Ming Kuang, 2011, 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings.

A predictive machine learning approach for microstructure optimization and materials design

Alok Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, Scientific Reports.

Multi-Contextual Representation and Learning with Applications in Materials Knowledge Discovery

Ruoqian Liu, 2016 .

Driving course prediction for vehicle handling maneuvers

Hai Yu, Yi Lu Murphey, Ryan McGee, 2012, 2012 American Control Conference (ACC).

PinterNet: A thematic label curation tool for large image datasets

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Search space preprocessing in solving complex optimization problems

Wei-keng Liao, Alok Choudhary, Ankit Agrawal, 2014, 2014 IEEE International Conference on Big Data (Big Data).

Statistical modeling and signal selection in multivariate time series pattern classification

Shen Xu, Yi Lu Murphey, Chen Fang, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures

Ankit Agrawal, Alok Choudhary, Surya R. Kalidindi, 2017, Integrating Materials and Manufacturing Innovation.

Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations

Alok Choudhary, Vinay Hegde, Ankit Agrawal, 2017 .

Materials discovery: Understanding polycrystals from large-scale electron patterns

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Enhancing Financial Decision-Making Using Social Behavior Modeling

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2014, SNAKDD'14.

A hybrid system ensemble based time series signal classification on driver alertness detection

Shen Xu, Yi Lu Murphey, Dai Li, 2011, The 2011 International Joint Conference on Neural Networks.

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2015, 2015 Eighth International Conference on Contemporary Computing (IC3).

Predictive Modeling in Characterizing Localization Relationships

Ankit Agrawal, Alok Choudhary, Surya R. Kalidindi, 2014 .

Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints

Wei-keng Liao, Ankit Agrawal, Alok Choudhary, 2018 .

A Scalable Hierarchical Clustering Algorithm Using Spark

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, 2015 IEEE First International Conference on Big Data Computing Service and Applications.

Deep Learning for Chemical Compound Stability Prediction

Wei-keng Liao, Ankit Agrawal, Alok Choudhary, 2016 .