20032024

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  • 2019

    Learning a Low-Rank Tensor of Pharmacogenomic Multi-relations from Biomedical Networks

    Li, Z., Zhang, W., Huang, R. S. & Kuang, R., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 409-418 10 p. 8970888. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

    5 Scopus citations
  • 2015

    Predicting small group accretion in social networks: A topology based incremental approach

    Sharma, A., Kuang, R., Srivastava, J., Feng, X. & Singhal, K., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 408-415 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

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

    5 Scopus citations
  • 2012

    Global linear neighborhoods for efficient label propagation

    Tian, Z. & Kuang, R., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 863-872 10 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

    29 Scopus citations
  • Prediction of novel systems components in cell cycle regulation in malaria parasite by subnetwork alignments

    Cai, H., Hong, C., Gu, J., Lilburn, T. G., Kuang, R. & Wang, Y., 2012, Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012. p. 77-82 6 p. 6392647. (Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012).

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

    1 Scopus citations
  • Prioritizing disease genes by bi-random walk

    Xie, M., Hwang, T. & Kuang, R., May 29 2012, Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings. PART 2 ed. p. 292-303 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7301 LNAI, no. PART 2).

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

    40 Scopus citations
  • Signed network propagation for detecting differential gene expressions and DNA copy number variations

    Zhang, W., Johnson, N., Wu, B. & Kuang, R., 2012, 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012. p. 337-344 8 p. (2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012).

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

    14 Scopus citations
  • Sparse group selection on fused lasso components for identifying group-specific DNA copy number variations

    Tian, Z., Zhang, H. & Kuang, R., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 665-674 10 p. 6413861. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    9 Scopus citations
  • 2010

    A heterogeneous label propagation algorithm for disease gene discovery

    Hwang, T. H. & Kuang, R., Dec 1 2010, Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010. p. 583-594 12 p.

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

    55 Scopus citations
  • Integrative biomarker discovery for breast cancer metastasis from gene expression and protein interaction data using error-tolerant pattern mining

    Gupta, R., Agrawal, S., Rao, N., Tian, Z., Kuang, R. & Kumar, V., 2010, 2nd International Conference on Bioinformatics and Computational Biology 2010, BICoB 2010. p. 171-176 6 p. (2nd International Conference on Bioinformatics and Computational Biology 2010, BICoB 2010).

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

    4 Scopus citations
  • Launching: University partnership for health informatics

    Jacko, J. A., Adam, T., Westra, B., Witrak, M., Berkeland, R., Nelson, A. F., Ali, A. L., Johnson, L., Kuang, R., LaTour, K., Potthoff, S. & Watters, A., 2010, IHI'10 - Proceedings of the 1st ACM International Health Informatics Symposium. p. 521-525 5 p. (IHI'10 - Proceedings of the 1st ACM International Health Informatics Symposium).

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

    2 Scopus citations
  • Network propagation models for gene selection

    Zhang, W., Hwang, B., Wu, B. & Kuang, R., 2010, 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010. 5719689. (2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010).

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

    2 Scopus citations
  • Subspace differential coexpression analysis: Problem definition and a general approach

    Fang, G., Kuang, R., Pandey, G., Steinbach, M., Myers, C. L. & Kumar, V., 2010, Pacific Symposium on Biocomputing 2010, PSB 2010. p. 145-156 12 p. (Pacific Symposium on Biocomputing 2010, PSB 2010).

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

    43 Scopus citations
  • 2009

    A hypergraph-based learning algorithm for classifying arraycgh data with spatial prior

    Tian, Z., Hwang, T. H. & Kuang, R., 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174345. (2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009).

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

  • Learning random-walk kernels for protein remote homology identification and motif discovery

    Min, R., Kuang, R., Bonner, A. & Zhang, Z., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 132-143 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 1).

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

    1 Scopus citations
  • Partial profile alignment kernels for protein classification

    Ngo, T. & Kuang, R., 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174328. (2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009).

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

  • 2008

    Learning on weighted hypergraphs to integrate protein interactions and gene expressions for cancer outcome prediction

    Hwang, T., Tian, Z., Kuang, R. & Kocher, J. P., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 293-302 10 p. 4781124. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    55 Scopus citations
  • 2004

    Profile-based string kernels for remote homology detection and motif extraction

    Kuang, R., Ie, E., Wang, K., Wang, K., Siddiqi, M., Freund, Y. & Leslie, C., 2004, Proceedings - 2004 IEEE Computational Systems Bioinformatics Conference, CSB 2004. IEEE Computer Society, p. 152-160 9 p. (Proceedings - 2004 IEEE Computational Systems Bioinformatics Conference, CSB 2004).

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

    70 Scopus citations