03625nam 2201081z- 450 991067405550332120220111(CKB)5400000000042658(oapen)https://directory.doabooks.org/handle/20.500.12854/76494(oapen)doab76494(EXLCZ)99540000000004265820202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierBioinformatics Applications Based On Machine LearningBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online 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 issuesbicsscAffective ComputingArabidopsis thalianaArtificial Neural Networksbi-directional LSTMbioinformaticsbiological functions detectionclassificationclinical dataclinical implicationsclustercomputer visionconvolutional neural networkCTX-Mdata miningDecision tabledeep learningderivative-free optimizationdetectiondiabetesdynamic modelsear detectionepidemiologyevolutionary computationevolutionary computingfeature selectionforecastfuel cellgene clusteringgenetic programmingglycolysisgradient boostingHarmony Searchhybrid systemshydrogen energyimage recognitioninformative genesintelligent systemsmachine learningMachine Learningmetabolismmetagenomicsmetricsmitochondrial proteinparameter estimationPARTParticle Swarm Optimizationpersonality assessmentplasmodium falciparumpower managementreal-life patientsregressionswarm intelligencetransposable elementsvideo analysisWekayeastTechnology: general issuesChamoso Pabloedt1254368Rodriguez SaraedtMohamad MohdedtGonzález-Briones AlfonsoedtChamoso PabloothRodriguez SaraothMohamad MohdothGonzález-Briones AlfonsoothBOOK9910674055503321Bioinformatics Applications Based On Machine Learning3057209UNINA