Titlebook: Handbook of Machine Learning Applications for Genomics; Sanjiban Sekhar Roy,Y.-H. Taguchi Book 2022 The Editor(s) (if applicable) and The

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Orsalia Hazapi,Nefeli Lagopati,Vasileios C. Pezoulas,G. I. Papayiannis,Dimitrios I. Fotiadis,Dimitrixide. The technical application of the naturally-occurring process is used to provide a renewable energy carrier and – as the substrate is often waste material – to reduce the organic matter content of the substrate prior to disposal..Applications can be found in sewage sludge treatment, the treatme

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Sanjiban Sekhar Roy,Y.-H. TaguchiPresents comprehensive coverage of machine learning methods in the classification of genomics data.Addresses the effect of imbalance in the machine learning classifications of genomics data.Provides a

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Multiomics Data Analysis of Cancers Using Tensor Decomposition and Principal Component Analysis BasMultiomics data analyses using principal component analysis as well as tensor decomposition based unsupervised feature extraction were performed toward various cancers. It turned out that it is a very effective method to understand how multiomics contributes to cancer progressions.

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In Silico Drug Discovery Using Tensor Decomposition Based Unsupervised Feature Extraction,We have performed in silico drug repositioning using tensor decomposition based feature extraction. It turned out that it is a very effective method to identify drugs effective to the diseases not targeted by these drugs.