A predictive machine learning approach for microstructure optimization and materials design
Liu, Ruoqian, Kumar, Abhishek, Chen, Zhengzhang, Agrawal, Ankit, Sundararaghavan, Veera, Choudhary, Alok
Published in Scientific reports (23.06.2015)
Published in Scientific reports (23.06.2015)
Get full text
Journal Article
Statistical modeling and signal selection in multivariate time series pattern classification
Ruoqian Liu, Shen Xu, Chen Fang, Yung-wen Liu, Murphey, Y. L., Kochhar, D. S.
Published in Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) (01.11.2012)
Get full text
Published in Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) (01.11.2012)
Conference Proceeding
A Scalable Hierarchical Clustering Algorithm Using Spark
Chen Jin, Ruoqian Liu, Hendrix, William, Agrawal, Ankit, Choudhary, Alok, Zhengzhang Chen
Published in 2015 IEEE First International Conference on Big Data Computing Service and Applications (01.03.2015)
Published in 2015 IEEE First International Conference on Big Data Computing Service and Applications (01.03.2015)
Get full text
Conference Proceeding
Materials discovery: Understanding polycrystals from large-scale electron patterns
Ruoqian Liu, Agrawal, Ankit, Wei-keng Liao, Choudhary, Alok, De Graef, Marc
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
Get full text
Conference Proceeding
Microbes in fingerprints: A source for dating crime evidence?
De Alcaraz-Fossoul, Josep, Wang, Yue, Liu, Ruoqian, Mancenido, Michelle, Marshall, Pamela Ann, Núñez, Celeste, Broatch, Jennifer, Ferry, Lara
Published in Forensic science international : genetics (01.07.2023)
Published in Forensic science international : genetics (01.07.2023)
Get full text
Journal Article
PinterNet: A thematic label curation tool for large image datasets
Ruoqian Liu, Palsetia, Diana, Paul, Arindam, Al-Bahrani, Reda, Jha, Dipendra, Wei-keng Liao, Agrawal, Ankit, Choudhary, Alok
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
Get full text
Conference Proceeding
Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization
Ruoqian Liu, Agrawal, Ankit, Wei-keng Liao, Choudhary, Alok, Zhengzhang Chen
Published in 2015 Eighth International Conference on Contemporary Computing (IC3) (01.08.2015)
Published in 2015 Eighth International Conference on Contemporary Computing (IC3) (01.08.2015)
Get full text
Conference Proceeding
Search space preprocessing in solving complex optimization problems
Ruoqian Liu, Agrawal, Ankit, Wei-keng Liao, Choudhary, Alok
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
Get full text
Conference Proceeding
Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures
Liu, Ruoqian, Yabansu, Yuksel C., Yang, Zijiang, Choudhary, Alok N., Kalidindi, Surya R., Agrawal, Ankit
Published in Integrating materials and manufacturing innovation (01.06.2017)
Published in Integrating materials and manufacturing innovation (01.06.2017)
Get full text
Journal Article
Time-series temporal classification using Feature Ensemble learning
Ruoqian Liu, Murphey, Y L
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
Get full text
Conference Proceeding
Driving course prediction for vehicle handling maneuvers
Ruoqian Liu, Hai Yu, McGee, R., Murphey, Y. L.
Published in 2012 American Control Conference (ACC) (01.06.2012)
Published in 2012 American Control Conference (ACC) (01.06.2012)
Get full text
Conference Proceeding
A hybrid system ensemble based time series signal classification on driver alertness detection
Shen Xu, Ruoqian Liu, Dai Li, Murphey, Y. L.
Published in The 2011 International Joint Conference on Neural Networks (01.07.2011)
Published in The 2011 International Joint Conference on Neural Networks (01.07.2011)
Get full text
Conference Proceeding
Real time vehicle speed predition using gas-kinetic traffic modeling
Ruoqian Liu, Shen Xu, Jungme Park, Murphey, Y. L., Kristinsson, J., McGee, R., Ming Kuang, Phillips, T.
Published in 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings (01.04.2011)
Published in 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings (01.04.2011)
Get full text
Conference Proceeding
Micro-DeMix: A mixture beta-multinomial model for investigating the fecal microbiome compositions
Liu, Ruoqian, Wang, Yue, Cheng, Dan
Published in bioRxiv : the preprint server for biology (13.12.2023)
Get more information
Published in bioRxiv : the preprint server for biology (13.12.2023)
Journal Article
Leveraging JPEG discrete cosine transform coefficients in neural networks
Liu, Ruoqian, Yosinski, Jason, Gueguen, Lionel, Sergeev, Alexander Igorevich
Year of Publication 17.11.2020
Get full text
Year of Publication 17.11.2020
Patent