If you made any changes in Pure, your changes will be visible here soon.

Research Output 2004 2019

Filter
Conference contribution
2011

Feature selection and facial recognition with sparse multiclass classification

Liu, Z. & Liu, A., Dec 1 2011, Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011. Vol. 2. p. 970-972 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Biometrics
Image analysis
Labels
2010
4 Citations (Scopus)

Efficient support vector machine method for survival prediction with SEER data

Liu, Z., Chen, D., Tian, G., Tang, M. L., Tan, M. & Sheng, L., Dec 1 2010, Advances in Computational Biology. Arabnia, H. (ed.). p. 11-18 8 p. (Advances in Experimental Medicine and Biology; vol. 680).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Computational complexity
Survival Analysis
Support Vector Machine
Experiments
4 Citations (Scopus)

Partial AUC for differentiated gene detection

Liu, Z. & Hyslop, T., Sep 6 2010, 10th IEEE International Conference on Bioinformatics and Bioengineering 2010, BIBE 2010. p. 310-311 2 p. 5521659. (10th IEEE International Conference on Bioinformatics and Bioengineering 2010, BIBE 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Area Under Curve
Genes
Statistics
Gene expression
Health
2008

Detecting disease associated genes and gene-gene interactions with penalized AUC maximization

Liu, Z., Dec 1 2008, Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008. p. 599-603 5 p. 4725036. (Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genes
2007

Conditional density estimation with HMM based support vector machines

Hu, F., Liu, Z., Jia, C. & Chen, D., Dec 1 2007, Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - Third International Conference on Intelligent Computing, ICIC 2007, Proceedings. p. 1245-1254 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4682 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Conditional Density
Density Estimation
Support vector machines
Support Vector Machine
Regression
1 Citation (Scopus)

Cox's proportional hazards model with Lp penalty for biomarker identification and survival prediction

Liu, Z., Dec 1 2007, Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007. p. 624-628 5 p. 4457299

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biomarkers
Identification (control systems)
Hazards
Genes
Throughput
2004
1 Citation (Scopus)

An integrated system for class prediction using gene expression profiling

Chen, D., Hua, D. D., Liu, Z. & Cheng, Z. F., Dec 1 2004, 2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV). p. 1023-1028 6 p. (2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV); vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gene expression
Genes
Learning algorithms
Feature extraction
Microarrays
5 Citations (Scopus)

Gene expression data classification with revised kernel partial least S quares algorithm

Liu, Z. & Chen, D., Dec 17 2004, Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004. Barr, V. & Markov, Z. (eds.). Vol. 1. p. 104-108 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gene expression
Microarrays
Support vector machines
Learning systems
Logistics
2 Citations (Scopus)

Physiology analysis system

Reifman, J., Gunawardena, J. & Liu, Z., Dec 1 2004, Proceedings of the Fourth IEEE International Symposium on Signal Processing and Information Technology. p. 521-525 5 p. (Proceedings of the Fourth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2004).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer workstations
Physiology
Web browsers
Warehouses
Data mining