Yixin Chen

Summary

Affiliation: Washington University School of Medicine
Country: USA

Publications

  1. ncbi MILES: multiple-instance learning via embedded instance selection
    Yixin Chen
    Department of Computer and Information Science, Universit of Mississippi, MS 38677, USA
    IEEE Trans Pattern Anal Mach Intell 28:1931-47. 2006
  2. ncbi A fast parallel algorithm for finding the longest common sequence of multiple biosequences
    Yixin Chen
    Department of Computer Science and Engineering, Washington University in St, Louis, St, Louis, MO 63130, USA
    BMC Bioinformatics 7:S4. 2006
  3. ncbi A novel approach to phylogenetic tree construction using stochastic optimization and clustering
    Ling Qin
    Department of Computer Science, Nanjing University of Aeronautics and Astronautics, Nanjing, 210096, China
    BMC Bioinformatics 7:S24. 2006
  4. ncbi An improved ant colony algorithm with diversified solutions based on the immune strategy
    Ling Qin
    Department of Computer Science, Nanjing University of Aeronautics and Astronautics, Nanjing, 210096, China
    BMC Bioinformatics 7:S3. 2006
  5. ncbi Real-time analysis of molecular interaction of retinoid receptors and receptor-interacting protein 140 (RIP140)
    Yixin Chen
    Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, USA
    Mol Endocrinol 16:2528-37. 2002
  6. ncbi CLUE: cluster-based retrieval of images by unsupervised learning
    Yixin Chen
    Department of Computer Science, University of New Orleans, New Orleans, LA 70148, USA
    IEEE Trans Image Process 14:1187-201. 2005

Collaborators

  • Ling Qin
  • Yi Pan
  • Ling Chen

Detail Information

Publications6

  1. ncbi MILES: multiple-instance learning via embedded instance selection
    Yixin Chen
    Department of Computer and Information Science, Universit of Mississippi, MS 38677, USA
    IEEE Trans Pattern Anal Mach Intell 28:1931-47. 2006
    ..We have performed extensive experiments. In comparison with other methods, MILES demonstrates competitive classification accuracy, high computation efficiency, and robustness to labeling uncertainty...
  2. ncbi A fast parallel algorithm for finding the longest common sequence of multiple biosequences
    Yixin Chen
    Department of Computer Science and Engineering, Washington University in St, Louis, St, Louis, MO 63130, USA
    BMC Bioinformatics 7:S4. 2006
    ..Searching for the longest common sequence (LCS) of multiple biosequences is one of the most fundamental tasks in bioinformatics. In this paper, we present a parallel algorithm named FAST_LCS to speedup the computation for finding LCS...
  3. ncbi A novel approach to phylogenetic tree construction using stochastic optimization and clustering
    Ling Qin
    Department of Computer Science, Nanjing University of Aeronautics and Astronautics, Nanjing, 210096, China
    BMC Bioinformatics 7:S24. 2006
    ..The problem of inferring the evolutionary history and constructing the phylogenetic tree with high performance has become one of the major problems in computational biology...
  4. ncbi An improved ant colony algorithm with diversified solutions based on the immune strategy
    Ling Qin
    Department of Computer Science, Nanjing University of Aeronautics and Astronautics, Nanjing, 210096, China
    BMC Bioinformatics 7:S3. 2006
    ..However, the classical ant colony algorithm also has its defects of stagnation and premature. This paper aims at remedying these problems...
  5. ncbi Real-time analysis of molecular interaction of retinoid receptors and receptor-interacting protein 140 (RIP140)
    Yixin Chen
    Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, USA
    Mol Endocrinol 16:2528-37. 2002
    ..Finally, with a mutagenesis approach, we determined the effects of specific point mutations on the kinetics of RIP-C' interaction with RAR/RXR...
  6. ncbi CLUE: cluster-based retrieval of images by unsupervised learning
    Yixin Chen
    Department of Computer Science, University of New Orleans, New Orleans, LA 70148, USA
    IEEE Trans Image Process 14:1187-201. 2005
    ..In addition, results on images returned by Google's Image Search reveal the potential of applying CLUE to real-world image data and integrating CLUE as a part of the interface for keyword-based image retrieval systems...