03608nam 2201069z- 450 991067405550332120231214133530.0(CKB)5400000000042658(oapen)https://directory.doabooks.org/handle/20.500.12854/76494(EXLCZ)99540000000004265820202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierBioinformatics Applications Based On Machine LearningBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic resource (206 p.)3-0365-0760-4 3-0365-0761-2 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.Technology: general issuesbicsscmachine learningmetagenomicsbioinformaticsCTX-Mdata miningclusterclinical implicationsdiabetesepidemiologyforecastPARTDecision tableWekareal-life patientsregressionear detectioncomputer visionconvolutional neural networkimage recognitionvideo analysisgene clusteringswarm intelligencebiological functions detectioninformative genesfuel cellhydrogen energyintelligent systemshybrid systemsArtificial Neural Networkspower managementMachine Learningpersonality assessmentgradient boostingAffective Computingtransposable elementsmetricsdeep learningdetectionclassificationmitochondrial proteinbi-directional LSTMplasmodium falciparumParticle Swarm OptimizationHarmony Searchparameter estimationArabidopsis thalianaclinical datafeature selectiongenetic programmingevolutionary computationdynamic modelsevolutionary computingderivative-free optimizationmetabolismglycolysisyeastTechnology: general issuesChamoso Pabloedt1254368Rodriguez SaraedtMohamad MohdedtGonzález-Briones AlfonsoedtChamoso PabloothRodriguez SaraothMohamad MohdothGonzález-Briones AlfonsoothBOOK9910674055503321Bioinformatics Applications Based On Machine Learning3057209UNINA