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Data mining

Known as: Pattern Mining, Information mining, Knowledge discovering in databases 
Data mining is an interdisciplinary subfield of computer science. It is the computational process of discovering patterns in large data sets… 
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Related topics

Related topics

50 relations
AI winterAleksandar LazarevicArtificial intelligence (video games)Behavior informatics

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2012
Highly Cited
2012
Using Data Mining Techniques to Build a Classification Model for Predicting Employees Performance
Human capital is of a high concern for companies' management where their most interest is in hiring the highly qualified… 
Highly Cited
2011
Highly Cited
2011
Comparative Study of Data Mining Classification Methods in Cardiovascular Disease Prediction
Medical science industry has huge amount of data, but unfortunately most of this data is not mined to find out hidden information… 
Highly Cited
2009
Highly Cited
2009
Frequent pattern mining with uncertain data
This paper studies the problem of frequent pattern mining with uncertain data. We will show how broad classes of algorithms can… 
Highly Cited
2008
Highly Cited
2008
Integrated Spatio‐temporal Data Mining for Forest Fire Prediction
Forests play a critical role in sustaining the human environment. Most forest fires not only destroy the natural environment and… 
Highly Cited
2007
Highly Cited
2007
Mining Frequent Itemsets from Uncertain Data
We study the problem of mining frequent itemsets from uncertain data under a probabilistic framework. We consider transactions… 
Highly Cited
2007
Highly Cited
2007
Applying data mining to manufacturing: the nature and implications
Recent advances in computers and manufacturing techniques have made it easy to collect and store all kinds of data in… 
Highly Cited
2007
Highly Cited
2007
A Data Mining Based Approach to Electronic Part Obsolescence Forecasting
Many technologies have life cycles that are shorter than the life cycle of the product they are in. Life cycle mismatches caused… 
Highly Cited
2005
Highly Cited
2005
Data mining feature selection for credit scoring models
The features used may have an important effect on the performance of credit scoring models. The process of choosing the best set… 
Highly Cited
2003
Highly Cited
2003
Principles of Data Mining
This small chapter gives a brief introduction to generalized linear models and nonlinear models. The author considers generalized… 
Highly Cited
2000
Highly Cited
2000
Data Mining
Data mining is the science of finding unexpected, valuable, or interesting structures in large data sets. It is an… 
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