ºÝºÝߣ

provenance data science workflow genomics big data data analytics scientific workflow analytics data refresh #data science prov taverna ngs #data provenance healthcare machine learning data drift selective recomputation open science iot semantics data provenance information quality health data science wes electronic health records big data analytics python e-science recomp data marketplace re-computation repetitive analytics cloud computing abstraction confidentiality linked data privacy fairness reproducibility transparency ai ethereum blockchain re-analysis variant calling model learning genome analysis adaptive query processing #data-centric-ai data pipelines collaborative science myexperiment #machinelearning open data #pandas ai for health semantic web synthetic data self-monitoring wearable devices #python data preprocessing xai #provenance datalog computational science interoperability hpc challenge wgs ipaw parallel processing workflow pipelining mygrid provenance myexperiment taverna workflow myexperiment tosca grid scientific data qurator data reuse data citation service annotation database integration personal data snp tapp workshop cloud constraints graph database ehr medical records clustering multiple long term conditions patient clustering disease prediction data preparation topic modelling latent class analysis data-centric ai #health data science #readmission #hospitalreadmission #aiforhealth #datacentricai #ai #explainableai #data-preparation #xai demographic parity equalised odds fair loss function lime shap influence functions smart data time series analysis stream processing gdpr artificial intelligence interpretability metadata simulation spark genomics pipeline algorithmic-decisions digital biomarkers twitter dengue zika online activism knowledge refresh internet of things data streaming human variant interpretation process optimisation #pipeline optimisation #bibliometrics health data data engineering explainability