DukeSpace

Browsing Scholarly Articles by Author "0332022"

DukeSpace

Browsing Scholarly Articles by Author "0332022"

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  • Evidence-ranked motif identification
    Georgiev, Stoyan; Boyle, Alan; Jayasurya, Karthik; Ding, Xuan; Mukherjee, Sayan; Ohler, Uwe (BIOMED CENTRAL LTD, 2010)
    cERMIT is a computationally efficient motif discovery tool based on analyzing genome-wide quantitative regulatory evidence. Instead of pre-selecting promising candidate sequences, it utilizes information across all sequence ...
  • An Integrated Approach to the Prediction of Chemotherapeutic Response in Patients with Breast Cancer
    Salter, Kelly H.; Acharya, Chaitanya R.; Walters, Kelli S.; Redman, Richard; Anguiano, Dr Ariel Jr.; Garman, Katherine; Anders, Carey K.; Mukherjee, Sayan; Dressman, Holly; Barry, Bill; Olson, John Jr.; Nevins, Joseph; Potti, Anil (PUBLIC LIBRARY SCIENCE, 2008)
    This paper has been retracted and is no longer available.
  • Learning gradients on manifolds
    Mukherjee, Sayan (INT STATISTICAL INST, 2010)
    A common belief in high-dimensional data analysis is that data are concentrated on a low-dimensional manifold. This motivates simultaneous dimension reduction and regression on manifolds. We provide an algorithm for learning ...
  • Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence
    Maggioni, Prof Mauro; Mukherjee, Sayan (MICROTOME PUBL, 2010)
    The problems of dimension reduction and inference of statistical dependence are addressed by the modeling framework of learning gradients. The models we propose hold for Euclidean spaces as well as the manifold setting. ...