TY - BOOK ID - 146690995 TI - Advances in independent component analysis and learning machines PY - 2015 PB - Amsterdam, [Netherlands] : Academic Press, DB - UniCat KW - Independent component analysis. KW - Machine learning. UR - https://www.unicat.be/uniCat?func=search&query=sysid:146690995 AB - In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining. Examples of topics which have developed from the advances of ICA, which are covered in the book are: A unifying probabilistic model for PCA and ICA Optimization methods for matrix decompositions Insights into the FastICA algorithmUnsupervised deep learning Machine vision and image retrieval A review of developments in the t ER -