data preprocessing method
1Data mining — Not to be confused with analytics, information extraction, or data analysis. Data mining (the analysis step of the knowledge discovery in databases process,[1] or KDD), a relatively young and interdisciplinary field of computer science[2][3] is… …
2Data Analysis Techniques for Fraud Detection — Fraud is a million dollar business and it is increasing every year. The PwC global economic crime survey of 2009 suggests that close to 30% of companies worldwide reported fallen victim to fraud in the past year[1] Fraud involves one or more… …
3Lossless data compression — is a class of data compression algorithms that allows the exact original data to be reconstructed from the compressed data. The term lossless is in contrast to lossy data compression, which only allows an approximation of the original data to be… …
4Mutator method — In computer science, a mutator method is a method used to control changes to a variable. The mutator method, sometimes called a setter , is most often used in object oriented programming, in keeping with the principle of encapsulation. According… …
5Association rule learning — In data mining, association rule learning is a popular and well researched method for discovering interesting relations between variables in large databases. Piatetsky Shapiro[1] describes analyzing and presenting strong rules discovered in… …
6Cluster analysis — The result of a cluster analysis shown as the coloring of the squares into three clusters. Cluster analysis or clustering is the task of assigning a set of objects into groups (called clusters) so that the objects in the same cluster are more… …
7Règle d'association — Dans le domaine du data mining la recherche des Règles d Association est une méthode populaire étudiée d une manière approfondie dont le but est de découvrir des relations ayant un intérêt pour le statisticien entre deux ou plusieurs variables… …
8Fitting — can refer to: # Any machine, piping or tubing part that can attach or connect two or more larger parts. For examples, see coupling, compression fitting or piping and plumbing fittings. # The process of applying regression analysis to data. This… …
9Program refinement — Data transformation/Source transformation Concepts metadata · data mapping data transformation · model transf …
10Software tools for molecular microscopy — There are a large number of software tools or software applications that have been specifically developed for the field sometimes referred to as molecular microscopy or cryo electron microscopy or cryoEM. Several special issues of the Journal of… …
