He Z.; Xu X.; Huang J.Z.; Deng S.; , "Mining class outliers: concepts, algorithms and applications in CRM," Expert Systems with Applications, 27, 681-697, 2004Zengyou He,X Xu,J Z Huang et al.Mining Class Outlier
This book presents a collection of data-mining algorithms that are effective in a wide variety of prediction and classification applications. All algorithms include an intuitive explanation of operation, essential equations, references to more rigorous
In data mining, various methods of clustering algorithms are used to group data objects based on their similarities or dissimilarities. These algorithms can be broadly classified into several types, each with its own characteristics and underlying principles. Let’s explore some of the commonly used ...
This paper explores the nature of community structure from a probabilistic perspective and introduces a novel community detection algorithm named as PMC, which stands for probabilistically mining communities, to meet the challenging objective. In PMC, community detection is modeled as a constrained ...
Finding dense subgraphs in a graph has a wide range of applications including correlation mining, fraud detection, e-commerce, bioinformatics, frequent pattern mining, and community detection, etc. In this talk, I will first introduce some representative applications, density measures and problems of ...
Data Mining Theories and Technologies Data mining foundations and algorithms Grand challenges in big data mining Mining on data streams Graph mining Spatial and temporal data mining Text, video, multimedia data mining Web mining and social networks Correlation mining and causality analysis Recommender syst...
function uses algorithms to forecast what will be needed when and the optimal time to move supplies. In this use case,AI helps business leaderscreate more efficient, cost-effective supply chains by minimizing and even possibly eliminating overstocking and the risk of running short of in-demand ...
Optimal segmentation of image datasets by genetic algorithms using color spaces Jared Cervantes Canales, Jair Cervantes Canales, Farid García-Lamont, Arturo Yee-Rendon, ... Lisbeth Rodriguez Mazahua Article 121950 Article preview select article Multi-scale LBP fusion with the contours from deep CellNNs...
we review the areas in which ML has positively impacted concrete science, followed by a comprehensive discussion of the implementation, application, and interpretation of ML algorithms. We conclude by outlining future directions for the concrete community to fully exploit the capabilities of ML models....
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