Classification in data mining involves classifying a set of data instances into predefined classes. Learn more about its types and features with this blog.
Classification is a data mining technique used to predict group membership for data instances [1]. There are several conventional methods for classification in data mining like Decision Tree Induction, Bayesian Classification, Rule-Based Classification, Classification by Backpropagation and classification by...
The high ownership cost of mining equipment mean that downtimes are expensive and should be avoided with smart and efficient maintenance planning. Modern mines have large data sets on equipment performance and reliability, from dispatch and manufacturer health monitoring systems, that can be mined for...
Data mining on clinical data is a challenging area in the field of medical research, aiming at predicting and discovering patterns of disease occurrence and prognosis based on detected symptoms and reported health conditions. Data mining is the process of recovering related, significant and imperative...
Data Mining in Bioinformatics Day 1: ClassificationBorgwardt, Karsten
This paper presents a review of — and classification scheme for — the literature on the application of data mining techniques for the detection of financial fraud. Although financial fraud detection (FFD) is an emerging topic of great importance, a comprehensive literature review of the subject ...
In this study, we demonstrate a complete process that comprises the collection, unification, classification and validation of a type of VGI—online point-of-interest (POI) data—and develop methods to utilize such POI data to estimate disaggregated land use (i.e., employment size by category) ...
The classification process might be either unsupervised or supervised. A set of training data containing class information is provided in supervised classification, and the number of classes is known. It is similar to learning from a trainer. On the other hand, the number of classes is unknown ...
The research finds that the evolutionary process of public opinion events is the joint action of key figures with different roles. The opinion leader is the key figure in the global communication of public opinion. The focus figure is the core figure that promotes the dissemination of public ...
Data mining methods in the prediction of Dementia: A real-data comparison of the accuracy, sensitivity and specificity of linear discriminant analysis, log... Data mining methods in the prediction of Dementia: A real-data comparison of the accuracy, sensitivity and specificity of linear discriminant...