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  <titleInfo>
    <title>Statistical modelling of molecular descriptors in QSAR/QSPR</title>
  </titleInfo>
  <titleInfo type="alternative">
    <title>Statistical modeling of molecular descriptors in QSAR/QSPR</title>
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  <name type="personal">
    <namePart>Dehmer, Matthias</namePart>
    <namePart type="date">1968-</namePart>
  </name>
  <name type="personal">
    <namePart>Varmuza, Kurt</namePart>
    <namePart type="date">1942-</namePart>
  </name>
  <name type="personal">
    <namePart>Bonchev, Danail.</namePart>
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    <namePart>Wiley InterScience (Online service)</namePart>
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    <publisher>Wiley-VCH</publisher>
    <publisher>[John Wiley, distributor]</publisher>
    <dateIssued>©2012</dateIssued>
    <dateIssued encoding="marc">2012</dateIssued>
    <issuance>monographic</issuance>
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    <extent>1 online resource (xix, 436 pages) : illustrations (some color).</extent>
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  <tableOfContents>Front Matter -- Current Modeling Methods Used in QSAR/QSPR / Liew Chin Yee, Yap Chun Wei -- Developing Best Practices for Descriptor-Based Property Prediction: Appropriate Matching of Datasets, Descriptors, Methods, and Expectations / Michael Krein, Tao-Wei Huang, Lisa Morkowchuk, Dimitris K Agrafiotis, Curt M Breneman -- Mold Molecular Descriptors for QSAR / Huixiao Hong, Svetoslav Slavov, Weigong Ge, Feng Qian, Zhenqiang Su, Hong Fang, Yiyu Cheng, Roger Perkins, Leming Shi, Weida Tong -- Multivariate Analysis of Molecular Descriptors / Viviana Consonni, Roberto Todeschini -- Partial-Order Ranking and Linear Modeling: Their Use in Predictive QSAR/QSPR Studies / Andrew G Mercader, Eduardo A Castro -- Graph-Theoretical Descriptors for Branched Polymers / Koh-Hei Nitta -- Structural-Similarity-Based Approaches for the Development of Clustering and QSPR/QSAR Models in Chemical Databases / Irene Luque Ruiz, Gonzalo Cerruela Garcia, Miguel Angel G̤mez-Nieto -- Statistical Methods for Predicting Compound Recovery Rates for Ligand-Based Virtual Screening and Assessing the Probability of Activity / Martin Vogt, Jurgen Bajorath -- Molecular Descriptors and the Electronic Structure / B̲gel Horst -- New Types of Descriptors and Models in QSAR/QSPR / Christian Kramer, Timothy Clark -- Consensus Models of Activity Landscapes / Još L Medina-Franco, Austin B Yongye, Fabian L̤pez-Vallejo -- Reverse Engineering Chemical Reaction Networks from Time Series Data / Dominic P Searson, Mark J Willis, Allen Wright -- Reduction of Dimensionality, Order, and Classification in Spaces of Theoretical Descriptions of Molecules: An Approach Based on Metrics, Pattern Recognition Techniques, and Graph Theoretic Considerations / George Maroulis -- The Analysis of Organic Reaction Pathways by Brownian Processing / Daniel J Graham -- Generation of Chemical Transformations: Reaction Pathways Prediction and Synthesis Design / Grazna Nowak, Grzegorz Fic -- Index.</tableOfContents>
  <note type="statement of responsibility">edited by Matthias Dehmer, Kurt Varmuza, and Danail Bonchev.</note>
  <note>Includes bibliographical references and index.</note>
  <subject authority="lcsh">
    <topic>Bioinformatics</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Molecules</topic>
    <topic>Models</topic>
    <topic>Computer simulation</topic>
  </subject>
  <subject authority="fast">
    <topic>Bioinformatics</topic>
  </subject>
  <subject authority="fast">
    <topic>Molecules</topic>
    <topic>Models</topic>
    <topic>Computer simulation</topic>
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  <classification authority="lcc">QH324.2 .S73 2012</classification>
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    <identifier type="local">(OCoLC)768072877</identifier>
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      <title>Quantitative and network biology ; v. 2</title>
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