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Mark Embrechts

TitleProfessor
InstitutionRensselaer Polytechnic Institute
DepartmentIndustrial and Systems Engineering
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     Bibliographic 
     selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Sukumar N, Krein MP, Embrechts MJ. Predictive cheminformatics in drug discovery: statistical modeling for analysis of micro-array and gene expression data. Methods Mol Biol. 2012; 910:165-94.
      View in: PubMed
    2. Tantimongcolwat T, Naenna T, Isarankura-Na-Ayudhya C, Embrechts MJ, Prachayasittikul V. Identification of ischemic heart disease via machine learning analysis on magnetocardiograms. Comput Biol Med. 2008 Jul; 38(7):817-25.
      View in: PubMed
    3. Embrechts MJ, Ekins S. Classification of metabolites with kernel-partial least squares (K-PLS). Drug Metab Dispos. 2007 Mar; 35(3):325-7.
      View in: PubMed
    4. Sadik O, Land WH, Wanekaya AK, Uematsu M, Embrechts MJ, Wong L, Leibensperger D, Volykin A. Detection and classification of organophosphate nerve agent simulants using support vector machines with multiarray sensors. J Chem Inf Comput Sci. 2004 Mar-Apr; 44(2):499-507.
      View in: PubMed
    5. Deng W, Breneman C, Embrechts MJ. Predicting protein-ligand binding affinities using novel geometrical descriptors and machine-learning methods. J Chem Inf Comput Sci. 2004 Mar-Apr; 44(2):699-703.
      View in: PubMed
    6. Breneman CM, Sundling CM, Sukumar N, Shen L, Katt WP, Embrechts MJ. New developments in PEST shape/property hybrid descriptors. J Comput Aided Mol Des. 2003 Feb-Apr; 17(2-4):231-40.
      View in: PubMed
    7. Lee IN, Lee SC, Embrechts M. Important variable selection techniques with multiple solutions for medical information applications. Med Inform Internet Med. 2002 Dec; 27(4):253-66.
      View in: PubMed
    8. Lee IN, Liao SC, Embrechts M. Data mining techniques applied to medical information. Med Inform Internet Med. 2000 Apr-Jun; 25(2):81-102.
      View in: PubMed
    9. Kewley RH, Embrechts MJ, Breneman C. Data strip mining for the virtual design of pharmaceuticals with neural networks. IEEE Trans Neural Netw. 2000; 11(3):668-79.
      View in: PubMed
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