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Yuxiong He has posted a great look at multicore parallelization of the FP-tree algorithm for frequent pattern mining via the Cilkarts blog. Naturally, - Read more from Inside HPC & AI News.
Recent advances in data mining and mathematical modelling have increasingly influenced the development of sophisticated algorithms across diverse application domains.
Association rules mining is one of the most popular data mining models. Minimum-support is used in association rules mining algorithms, like Apriori, FP-growth, eclat, etc.
MAYA is an algorithm for ultra-efficient data mining of large single-cell datasets. MAYA deciphers the complexity of the biological pathways at stake in complex human diseases.
Same as CSCA 5512Same as CSCA 5512 Specialization: Data Mining Foundations and Practice Instructor: Dr. Qin (Christine) Lv, Associate Professor of Computer Science Prior knowledge needed: Familiarity ...
The visual data mining process, seen in the first part of this two-part article, revealed patterns in four dimensions between cumulative gas well production and independent variables. "Jump ...
The objective was to develop and evaluate the portability of a text mining algorithm for prospectively capturing disease progression in electronic health record (EHR) data of patients with metastatic ...
Researchers have created a data mining algorithm they call GOALIE that can automatically reveal how biological processes are coordinated in time.
Stanford (Calif.) Medicine researchers created an algorithm that uses artificial intelligence to sift through EHR data for implantable medical device surveillance, according to the medical school ...