TY - BOOK ID - 145618048 TI - Bioinformatics Applications Based On Machine Learning AU - Chamoso, Pablo AU - Rodriguez, Sara AU - Mohamad, Mohd AU - González-Briones, Alfonso PY - 2021 PB - Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute DB - UniCat KW - Technology: general issues KW - machine learning KW - metagenomics KW - bioinformatics KW - CTX-M KW - data mining KW - cluster KW - clinical implications KW - diabetes KW - epidemiology KW - forecast KW - PART KW - Decision table KW - Weka KW - real-life patients KW - regression KW - ear detection KW - computer vision KW - convolutional neural network KW - image recognition KW - video analysis KW - gene clustering KW - swarm intelligence KW - biological functions detection KW - informative genes KW - fuel cell KW - hydrogen energy KW - intelligent systems KW - hybrid systems KW - Artificial Neural Networks KW - power management KW - Machine Learning KW - personality assessment KW - gradient boosting KW - Affective Computing KW - transposable elements KW - metrics KW - deep learning KW - detection KW - classification KW - mitochondrial protein KW - bi-directional LSTM KW - plasmodium falciparum KW - Particle Swarm Optimization KW - Harmony Search KW - parameter estimation KW - Arabidopsis thaliana KW - clinical data KW - feature selection KW - genetic programming KW - evolutionary computation KW - dynamic models KW - evolutionary computing KW - derivative-free optimization KW - metabolism KW - glycolysis KW - yeast KW - machine learning KW - metagenomics KW - bioinformatics KW - CTX-M KW - data mining KW - cluster KW - clinical implications KW - diabetes KW - epidemiology KW - forecast KW - PART KW - Decision table KW - Weka KW - real-life patients KW - regression KW - ear detection KW - computer vision KW - convolutional neural network KW - image recognition KW - video analysis KW - gene clustering KW - swarm intelligence KW - biological functions detection KW - informative genes KW - fuel cell KW - hydrogen energy KW - intelligent systems KW - hybrid systems KW - Artificial Neural Networks KW - power management KW - Machine Learning KW - personality assessment KW - gradient boosting KW - Affective Computing KW - transposable elements KW - metrics KW - deep learning KW - detection KW - classification KW - mitochondrial protein KW - bi-directional LSTM KW - plasmodium falciparum KW - Particle Swarm Optimization KW - Harmony Search KW - parameter estimation KW - Arabidopsis thaliana KW - clinical data KW - feature selection KW - genetic programming KW - evolutionary computation KW - dynamic models KW - evolutionary computing KW - derivative-free optimization KW - metabolism KW - glycolysis KW - yeast UR - https://www.unicat.be/uniCat?func=search&query=sysid:145618048 AB - The great advances in information technology (IT) have implications for many sectors, such as bioinformatics, and has considerably increased their possibilities. This book presents a collection of 11 original research papers, all of them related to the application of IT-related techniques within the bioinformatics sector: from new applications created from the adaptation and application of existing techniques to the creation of new methodologies to solve existing problems. ER -