MOFA+: a statistical framework for comprehensive integration of multi-modal single-cell data
نویسندگان
چکیده
منابع مشابه
Toward a Framework for Statistical Data Integration
A large number of statistical data sets have been published on the web by various organizations in recent years. The resulting abundance creates opportunities for new analyses and insights, but that frequently requires integrating data from multiple sources. Inconsistent formats, access methods, units, and scales hinder data integration and make it a tedious or infeasible task. Standards such a...
متن کاملA comprehensive semantic framework for data integration systems
A data integration system provides the user with a unified view, called global schema, of the data residing at different sources. Users issue their queries against the global schema, and the system computes answers to queries by suitably accessing the sources, through the mapping, i.e., the specification of the relationship between the global schema and the sources. Since sources are in general...
متن کاملA statistical analysis framework for bus reliability evaluation based on AVL data: A case study of Qazvin, Iran
Reliability is a fundamental factor in the operation of bus transportation systems for the reason that it signifies a straight indicator of the quality of service and operator’s costs. Todays, the application of GPS technology in bus systems provides big data availability, though it brings the difficulties of data preprocessing in a methodical approach. In this study, the principal component an...
متن کاملAn Efficient Data Reduction Technique for Single Multi-Modal WSNs
Intelligent environments, in general, represent the future evolutionary development step for the real world environment. However, to achieve their aims, an intelligent system is required to collect data from the surrounding environment. Wireless Sensor Networks (WSN) is one of the technologies that extensively used to collect such data. It has been used in many applications such as surveillance...
متن کاملBuilding a Comprehensive Conceptual Framework for Power Systems Resilience Metrics
Recently, the frequency and severity of natural and man-made disasters (extreme events), which have a high-impact low-frequency (HILF) property, are increased. These disasters can lead to extensive outages, damages, and costs in electric power systems. A power system must be built with “resilience” against disasters, which means its ability to withstand disasters efficiently while ensuring the ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Genome Biology
سال: 2020
ISSN: 1474-760X
DOI: 10.1186/s13059-020-02015-1