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ML-schema: exposing the semantics of machine learning with schemas and ontologies
GC Publio, D Esteves, A Ławrynowicz, P Panov… - ar** machine learning (ML)
models, ML experiment management systems (ML EMSs), such as MLflow, are increasingly …
models, ML experiment management systems (ML EMSs), such as MLflow, are increasingly …
[HTML][HTML] Enabling secure and self-sovereign machine learning model exchange in manufacturing data spaces
With the rapid digital transformation of manufacturing, vast amounts of data are being
generated and analyzed to uncover valuable patterns in areas such as energy efficiency …
generated and analyzed to uncover valuable patterns in areas such as energy efficiency …
Semantics of data mining services in cloud computing
The recent incorporation of new Data Mining and Machine Learning services within Cloud
Computing providers is empowering users with extremely comprehensive data analysis …
Computing providers is empowering users with extremely comprehensive data analysis …
Automated documentation of end-to-end experiments in data science
Reproducibility plays a crucial role in experimentation. However, the modern research
ecosystem and the underlying frameworks are constantly evolving and thereby making it …
ecosystem and the underlying frameworks are constantly evolving and thereby making it …
Metadata management for data lake governance
Y Zhao - 2021 - publications.ut-capitole.fr
A l'ère du Big Data, les données sont caractérisées par le volume, la vitesse, la variété, la
véracité et la valeur (5V). L'enjeu majeur du Big Data, au-delà du stockage, est d'extraire de …
véracité et la valeur (5V). L'enjeu majeur du Big Data, au-delà du stockage, est d'extraire de …
Towards semantic description of explainable machine learning workflows
Machine learning (ML) has outperformed humans in many areas, and that is why it has been
adopted by a large variety of applications, such as computer vision, speech recognition, and …
adopted by a large variety of applications, such as computer vision, speech recognition, and …
Seventh Workshop on Data Management for End-to-End Machine Learning (DEEM)
The DEEM'23 workshop (Data Management for End-to-End Machine Learning) is held on
Sunday June 18th, in conjunction with SIGMOD/PODS 2023. DEEM brings together …
Sunday June 18th, in conjunction with SIGMOD/PODS 2023. DEEM brings together …
[PDF][PDF] Data mining definition services in cloud computing with linked data
Abstract In recent years Cloud Computing service providers have been adding Data Mining
(DM) services to their catalog. Several syntactic and semantic proposals have been …
(DM) services to their catalog. Several syntactic and semantic proposals have been …
Semantic of Cloud Computing services for Time Series workflows
Time series (TS) are present in many fields of knowledge, research, and engineering. The
processing and analysis of TS are essential in order to extract knowledge from the data and …
processing and analysis of TS are essential in order to extract knowledge from the data and …