Division of Biostatistics and Bioinformatics

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  • 2022

    Probabilistic Model Incorporating Auxiliary Covariates to Control FDR

    Qiu, L., Murrugarra-Llerena, N., Silva, V., Lin, L. & Chinchilli, V. M., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4419-4423 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
  • 2019

    Et-Lasso: A new efficient tuning of lasso-type regularization for high-dimensional data

    Yang, S., Zhan, X., Wen, J. & Kifer, D., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 607-616 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    8 Scopus citations
  • 2018

    Quantitative image feature variability amongst CT scanners with a controlled scan protocol

    Ger, R. B., Zhou, S., Chi, P. C. M., Goff, D. L., Zhang, L., Lee, H. J., Fuller, C. D., Howell, R. M., Li, H., Jason Stafford, R., Court, L. E. & MacKin, D. S., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105751O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

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

    5 Scopus citations
  • 2014

    PFGD: A systematic functional genomics resource for Poplar

    Si, J., Cheng, J. & Wu, R., Dec 29 2014, Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014. Zheng, H., Hu, X. T., Berrar, D., Wang, Y., Dubitzky, W., Hao, J.-K., Cho, K.-H. & Gilbert, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 18-22 5 p. 6999298. (Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014).

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

  • 2011

    Feature selection and facial recognition with sparse multiclass classification

    Liu, Z. & Liu, A., 2011, Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011. p. 970-972 3 p. (Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011; vol. 2).

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

  • 2010

    Efficient support vector machine method for survival prediction with SEER data

    Liu, Z., Chen, D., Tian, G., Tang, M. L., Tan, M. & Sheng, L., 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

    5 Scopus citations
  • Partial AUC for differentiated gene detection

    Liu, Z. & Hyslop, T., 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

    7 Scopus citations
  • 2008

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

    Liu, Z., 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

  • Integration of functional mapping and delay differential equations to map the genes that regulate circadian rhythms

    Chen, Y., Fu, G. & Wu, R., Dec 1 2008, International Conference on Bioinformatics, Computational Biology, Genomics and Chemoinformatics 2008, BCBGC 2008. p. 118-125 8 p. (International Conference on Bioinformatics, Computational Biology, Genomics and Chemoinformatics 2008, BCBGC 2008).

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

  • 2007

    Conditional density estimation with HMM based support vector machines

    Hu, F., Liu, Z., Jia, C. & Chen, D., 2007, Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - Third International Conference on Intelligent Computing, ICIC 2007, Proceedings. Springer Verlag, 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

  • 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

    1 Scopus citations
  • 2006

    A bivariate functional mapping model for identifying haplotypes that control drug response for systolic and diastolic blood pressures

    Lin, M., Wu, R. & Johnson, J., 2006, Proceedings of the Pacific Symposium on Biocomputing 2006, PSB 2006. p. 572-583 12 p. (Proceedings of the Pacific Symposium on Biocomputing 2006, PSB 2006).

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

    4 Scopus citations
  • 2005

    Classification of proteomic data with logistic kernel partial least squares algorithm

    Liu, Z., Chen, D. & Tian, J., 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops. IEEE Computer Society, (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2005-September).

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

  • 2004

    A bayesian framework for regularized SVM parameter estimation

    Gregor, J. & Liu, Z., 2004, Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004. Rastogi, R., Morik, K., Bramer, M. & Wu, X. (eds.). p. 99-105 7 p. (Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004).

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

    2 Scopus citations
  • An integrated system for class prediction using gene expression profiling

    Chen, D., Hua, D. D., Liu, Z. & Cheng, Z. F., 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

    2 Scopus citations
  • Gene expression data classification with revised kernel partial least S quares algorithm

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

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

    6 Scopus citations
  • Physiology analysis system

    Reifman, J., Gunawardena, J. & Liu, Z., 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

    3 Scopus citations