International Conference on Chemometrics in Analytical Chemistry ICCAC on August 29-30, 2024 in Sydney, Australia

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