Jianguo Liu

Previous Scheduled Teaching

Published Intellectual Contributions

Abstracts and Proceedings

• P. Dong and J. Liu. (2010). " Earth Observing-1 (EO-1) Hyperspectral Image Classification Using Support Vector Machine".

Book Chapter

• X. Yuan, B. Giritharan, M. Abouelenien, J. Liu, and X. Yuan. (2013). "Geometric Incremental Support Vector Machine for Object Detection from Capsule Endoscopy Videos".

Conference Proceeding

• Liu, J., Vyas, A., Rebello, E. (2023). A Lagrangian Approach to Loss Function Optimization on Traffic Network Regularity. IEEE.
• Liu, J., Li, Z. (2023). Fake and Untrue News Dataset (FUND): An Expanded Dataset for Fake News Classification. IEEE.
• Liu, J., Li, Z., Yang, J. (2022). An Undersampled Model for Automated Sleep Stage Scoring Using EEG Data. Association for Computing Machinery New York, NY, United States.
• Liu, J., Jiang, J. (2020). Predicting Stock Market N-Days Ahead Using SVM Optimized by Selective Thresholds. ACM International Conference Proceeding Series.
• Liu, J., Woodson, B. (2019). Deep Learning Classification for Epilepsy Detection Using a Single Channel Electroencephalography (EEG). ACM International Conference Proceeding Series.
• Liu, J. (2018). Instance Selection in the Projected High Dimensional Feature Space for SVM.
• Liu, J. (2017). US Financial Market Forecasting using Data Classification With Features From Global Markets.
• Yuan, X., Abouelenien, M., Giritharan, B., Liu, J., Yuan, X. (2013). Geometric Incremental Support Vector Machine for Object Detection from Capsule Endoscopy Videos.
• Echeverria, E., Luo, G., Liu, J., Mei, W., Pasquale, F., Colon Santanta, J., Dowben, P., Zhang, L., Kelber, J. (2013). Magneto-Resistance in thin film boron carbides. APS Meeting Abstracts.
• Giritharan, B., Yuan, X., Liu, J., Buckles, B., Oh, J., Tang, S.J. (2008). Bleeding detection from capsule endoscopy videos. Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. 4780--4783.
• Liu, J., Yuan, X., Buckles, B. (2008). Breast cancer diagnosis using level-set statistics and support vector machines. Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. 3044--3047.
• Quintanilla, J.A., Liu, J., D'Souza, N.A., Mirshams, R.A. (2007). Integration of Engineering Concepts in Freshman Calculus. AC 2007-1878.

Journal Article

• Zhang, J., Xie, S., Gonzales, S., Liu, J., Wang, X. (2020). A fast and powerful eQTL weighted method to detect genes associated with complex trait using GWAS summary data. Genetic Epidemiology. Wiley.
• Mai, B., Liu, J. (2019). Information Security Risks Propagation and Management in Supply Chain: An Analytical Approach. Journal of Information System Security. 15 (1)
• Liu, J. (2016). Epilepsy Detection Using EEG With Different Time Frames. 4 Science and Engineering Publishing Company.
• Liu, J. (2015). Does model misspecification matter for hedging? A computational finance experiment based approach. The International Journal of Finance. 2 (3) World Scientific.
• Liu, J., Bao, X., Hrovat, D.A., Borden, W.T. (2015). Theoretical Analysis of the Fragmentation of (CO)5: A Symmetry-Allowed Highly Exothermic Reaction that Follows a Stepwise Pathway.. The Journal of Organic Chemistry. 80 (23) 11788-93.
• J. Liu, N. Danait, S. Hu, and S. Sengupta,. (2013). "A Leave-One-Feature-Out Wrapper Method for Feature Selection in Data Classification".
• Abouelenien, M., Yuan, X., Giritharan, B., Liu, J., Tang, S. (2013). Cluster-based sampling and ensemble for bleeding detection in capsule endoscopy videos. American Journal of Science and Engineering. 2 (1) 24--32.
• S. Fu, J. Liu and H. Pannu. (2012). "A Hybrid Anomaly Detection Framework in Cloud Computing using One-Class and Two-Class Support Vector Machines".
• H. Pannu, J. Liu and S. Fu. (2012). "A Self-Evolving Anomaly Detection Framework for Developing Highly Dependable Utility Clouds".
• H. Pannu, J. Liu and S. Fu. (2012). "AAD: Adaptive Anomaly Detection System for Cloud Computing Infrastructures".
• H. Pannu, J. Liu and S. F. (2012). "AFD: Adaptive Failure Detection System for Cloud Computing Infrastructures".
• J. Liu. (2011). " Computational Error Control in Numerical Solution of Differential Equations ".
• P. Dong and J. Liu. (2011). " Hyperspectral Image Classification Using Support Vector Machines with an Efficient Principal Component Analysis Scheme ".
• D. Kaown and J. Liu. (2009). "A Fast Geometric Algorithm for Finding the Minimum Distance between Two Convex Hulls".
• B. Giritharan, X. Yuan, and J. Liu. (2009). "Incremental Classification Learning for Anomaly Detection in Medical Images".
• J. Liu and X. Yuan. (2009). "Obscure Bleeding Detection in Endoscopy Images Using Support Vector Machines".
• Liu, J., Yuan, X. (2009). Obscure bleeding detection in endoscopy images using support vector machines. Optimization and Engineering. 10 (2) 289--299. Springer US.
• J. Liu, X. Yuan, and B. Buckles. (2008). "Automated Breast Cancer Diagnosis using Level-set Statistics and Support Vector Machines".
• B. Giritharan, X. Yuan, J. Liu, B. Buckles, S. Tang, and J. Oh. (2008). "Bleeding Detection from Capsule Endoscopy Videos".
• J. Quintanilla, N. D'Souza, J. Liu and R. Mirshams. (2007). "Integration of Engineering Concepts in Freshman Calculus".
• Liu, J., Yuan, X. (2007). Obscure bleeding detection in endoscopy images using support vector machine. Other. 49 383. UNIVERSAL ACADEMY PRESS, INC..
• D. Kaown and J. Liu. (2006). "Geometric Methods for Support Vector Machines".
• Liu, J., Lei, J., Magtoto, N., Rudenja, S., Garza, M., Kelber, J. (2005). The effects of an iodine surface layer on Ru reactivity in air and during Cu electrodeposition. Journal of the Electrochemical Society. 152 (2) G115–G121. The Electrochemical Society.
• Garza, M., Liu, J., Magtoto, N., Kelber, J. (2004). Adhesion behavior of electroless deposited Cu on Pt/Ta silicate and Pt/SiO 2. Applied Surface Science. 222 (1) 253–262. North-Holland.
• S. Yan, J. Liu, and W. Shi. (2003). "Improving the Accuracy of Boundary Element Method for Parasitic Extraction".
• T.F. Coleman, J. Liu, and W. Yuan. (2002). " A New Trust-region Algorithm for Equality Constrained Optimization".
• W. Shi, J. Liu, N. Kakani, T. Yu. (2002). "A Fast Hierarchical Algorithm for 3-D Capacitance Extraction".
• J. Liu. (2002). "An Interior Trust Region Algorithm for Nonlinear Minimization with Linear Constraints".
• T.F. Coleman, J. Liu, and W. Yuan. (2000). " A Quasi-Newton Quadratic Penalty Method for Minimization Subject to Nonlinear Equality Constraints".
• T.F. Coleman and J. Liu. (2000). " An Exterior Newton Method for Large-scale Convex Quadratic Programming".
• T.F. Coleman and J. Liu. (1999). " An Interior Newton Method for Quadratic Programming".

Contracts, Grants and Sponsored Research

Sponsored Research

• Liu, J. (Co-Principal), Wang, X. (Co-Principal), "Novel Methodological Strategies in Genetic Discovery and Risk Prediction for Schizophrenia," sponsored by College of Science, UNT, University of North Texas, $10000 Funded. (2019 - 2019).