http://thuvienso.vanlanguni.edu.vn/handle/Vanlang_TV/33573 2026-06-23T16:01:46Z http://thuvienso.vanlanguni.edu.vn/handle/Vanlang_TV/33574 Title: Statistical Inference from High Dimensional Data Authors: Carlos Fernandez-Lozano Abstract: Applications based on statistical inference from high dimensional data. Dimensionality reduction with imbalanced biological datasets; Applications based on feature selection (e.g., text processing, bioinformatics, medical informatics and natural language processing). Applications based on Information Theory for data integration (e.g., semantic interoperability, clustering, classification). Applications based on feature selection methods using meta-heuristic search methods such as genetic algorithms, particle swarm optimization and so on. Applications based on feature extraction (e.g., PCA, LDA); Applications based on prior knowledge (e.g., ontologies, pathways) Description: xi, 300 p. : illustrations (some color); 33.4 mb https://doi.org/10.3390/books978-3-0365-0945-7 2021-01-01T00:00:00Z