Quantitative Big Data: where chemometrics can contribute
نویسندگان
چکیده
منابع مشابه
Smart Data: Where the Big Data Meets the Semantics
Big data technology is designed to address the challenges of the three Vs of big data, including volume (massive amount of data), variety (a range of data types and sources), and velocity (speed of data in and out). Big data is often captured without a specific purpose, leading to most of it being task-irrelevant data. The most important feature of data is neither the volume nor the other Vs, b...
متن کاملWhen can "big data" be "in-memory"?
The monikers of “big data” and “in-memory” are certainly hyped in the database world, but some people might argue that they don’t overlap. The terms are vague enough to be treated as mutually exclusive as well as mostly overlapping. In addition, “big data” often implies “data science” which means “not SQL” (based on some programmable framework like Map-Reduce, Spark, or Flink). How do we see th...
متن کاملCan Big Data Fulfill Its Promise?
Big data analytics are widely touted as a key innovation to improve health care. Although the term big data is variably defined, it generally implies the application of advanced statistical analyses, with names such as machine learning, artificial intelligence, or cognitive computing, to data sources that greatly exceed the size and complexity of databases traditionally used for healthcare anal...
متن کاملWhere is the Limit of Big Data ? : A
"The responsibility needs to be with the press," Berners-Lee responded firmly. "Journalists need to be data-savvy. He reckoned the future of journalism lies in analyzing data in his speech. In his view, journalists could use software to discover the story lurking in datasets released by governments, local authorities, agencies, or any combination of them – even across national borders. "Data-dr...
متن کاملReconstructing biological gene regulatory networks: where optimization meets big data
The importance of ‘big data’ in biology is increasing as vast quantities of data are being produced from high-throughput experiments. Techniques such as DNA microarrays are providing a genome-wide picture of gene expression levels, allowing us to investigate the structure and interactions of gene networks in biological systems. Inference of gene regulatory network (GRN) is an underdetermined pr...
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: Journal of Chemometrics
سال: 2015
ISSN: 0886-9383,1099-128X
DOI: 10.1002/cem.2740