04313nam 2201189z- 450 991059506690332120230220(CKB)5680000000080864(oapen)https://directory.doabooks.org/handle/20.500.12854/92138(oapen)97472(EXLCZ)99568000000008086420202209d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierComputational Methods for Medical and Cyber SecurityBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (228 p.)3-0365-5115-8 3-0365-5116-6 Over the past decade, computational methods, including machine learning (ML) and deep learning (DL), have been exponentially growing in their development of solutions in various domains, especially medicine, cybersecurity, finance, and education. While these applications of machine learning algorithms have been proven beneficial in various fields, many shortcomings have also been highlighted, such as the lack of benchmark datasets, the inability to learn from small datasets, the cost of architecture, adversarial attacks, and imbalanced datasets. On the other hand, new and emerging algorithms, such as deep learning, one-shot learning, continuous learning, and generative adversarial networks, have successfully solved various tasks in these fields. Therefore, applying these new methods to life-critical missions is crucial, as is measuring these less-traditional algorithms' success when used in these fields.Computing and Information Technologybicsscfintechfinancial technologyblockchaindeep learningregtechenvironmentsocial sciencesmachine learninglearning analyticsstudent field forecastingimbalanced datasetsexplainable machine learningintelligent tutoring systemadversarial machine learningtransfer learningcognitive biasstock marketbehavioural financeinvestor’s profileTeheran Stock Exchangeunsupervised learningclusteringbig data frameworksfault tolerancestream processing systemsdistributed frameworksSparkHadoopStormSamzaFlinkcomparative analysisa surveydata scienceeducational data miningsupervised learningsecondary educationacademic performancetext-to-SQLnatural language processingdatabasemachine translationmedical image segmentationconvolutional neural networksSE blockU-netDeepLabV3pluscyber-securitymedical servicescyber-attacksdata communicationdistributed ledgeridentity managementRAFTHL7electronic health recordHyperledger Composercybersecuritypassword securitybrowser securitysocial mediaANOVASPSSinternet of thingscloud computingcomputational modelsmetaheuristicsphishing detectionwebsite phishingComputing and Information TechnologyLuo Suhuaiedt1322438Shaukat KamranedtLuo SuhuaiothShaukat KamranothBOOK9910595066903321Computational Methods for Medical and Cyber Security3035003UNINA