"Web mining" or "Web Knowledge Discovery" is the analysis of web resources with data-mining techniques such as classification, clustering, association-rule or graph-structure methods. Its applications pervade much of the software web users interact with on a daily basis: search engines' indexing ...
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. - microsoft/LightGBM
It builds a popular module for regression and classification problems from weak learners. By the assumption that the individual learners are likely to make different mistakes, the method using a summation of the weak learners to eliminate the overall error. Furthermore, a decision tree is added ...
(TCMSP), which represents a database and platform of systems pharmacology for drug discovery from TCM recipes; a TCM Integrated Database (TCMID), in which records of TCM-related information are collected from different sources and through text-mining methods, and via links to common drug and ...
Bankruptcy classification errors in the 1980s: An empirical analysis of Altman’s and Ohlson’s models. Review of Accounting Studies 1: 267–284. Article Google Scholar Berry, M.J.A., and G. Linoff. 1997. Data mining techniques for marketing, sales, and customer support. New York: ...
Important note (2 June 2023): we do not endorse or recommend the use of any of the methods listed here. In fact, we find most if not all of them quite ridiculous, and in many cases a useless wste of space. If you send us a message asking to have your own recently-published paper...
[21,33]. Particularly, we reannotated the viral genomes from RVD using our pipeline for taxonomic classification (see “Methods” section), and we found that the familiesSiphoviridae,Podoviridae,Myoviridae,Baculoviridae, andMyoviridaeaccounted for the majority of the viral genomes in both URPC ...
Classification of P. infestans ePKs The 354 P. infestans ePKs were grouped into the major families defined by Hanks and Hunter [1]. This entailed matching their catalytic domains against HMM models of each family and using BLAST to compare them against metazoan ePKs. Classifications were confirmed...
Electrical methods rely on the difference in the permittivity or conductivity between the fluid phases to determine the presence of voids. These can be in the form of a single probe like the optical probes, a large conductance cell across the pipe, or an intrusive method capable of direct tomo...
Fig. 5. SiO2–Al2O3–Fe2O3 ternary diagram showing the classification of the Sardinian bauxite deposits. Box-and-whisker plots showing minimum, maximum, median, and first and third quartile values for the major elements (Fig. 6) highlight some differences between the bauxite types. Type 1 ...