CAC-2012, XIII Chemometrics in Analytical Chemistry
 
 
Sunday, 22 October 2017
 
 
Scientific Topics

 

  • Chemometrics in “omics” technologies
    (Genomics, transcriptomics, proteomics, metabolomics, metabonomics, evaluation of microarray data, etc.)
  • Multivariate curve resolution and calibration
    (Multivariate calibration, theoretical aspects, self modeling curve resolution, alternative least squares, unmixing, new developments, etc.)
  • Chemometrics in industry
    (Process analytical technologies, multivariate process control, process monitoring, experimental design, bilinear models, hard modeling, applications, etc.)
  • Validation aspects
    (All aspect of model validations, handling uncertainity, cross validation, re-sampling techniques, permutation test, external validation, etc.)
  • New algorithms and software development
    (Data mining, sequentially orthogonalized PLS, swarm intelligence, signal processing, Kernel methods, large data sets, missing data, etc.)
  • Pattern recognition and classification
    (Artificial neural networks (ANN), classification and regression trees (CART), N-way models, principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), support vector machine (SVM), and their variants, etc.)
  • Modeling and quantitative structure-activity relationships (QSAR)
    (Quantitative structure-property relationships (QSPR), feature selection, topological descriptors, computer aided drug design, molecular modeling, high-throughput screening, etc.)
  • Application of chemometrics to chromatography and spectroscopy
    (Column selection, peak alignment, resolution)

Forms of presentations:

  • plenary lectures (invited) (50’)
  • keynote lectures (invited) (25’+ 5’)
  • oral presentations (selected from Abstracts) (15+ 5’)
  • posters