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Data pre-processing

Known as: Data preprocessing 
Data pre-processing is an important step in the data mining process. The phrase "garbage in, garbage out" is particularly applicable to data mining… 
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Related topics

Related topics

6 relations
Data miningData qualityFeature extractionFeature selection

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2012
2012
An Efficient Algorithm for Data Cleaning of Log File using File Extensions
Wide Web is a monolithic repository of web pages that provides the Internet users with heaps of information. With the growth in… 
2011
2011
Implementation of Data Mining Techniques for Meteorological Data Analysis (A case study for Gaza Strip)
Meteorological data mining is a form of data mining concerned with finding hidden patterns inside largely available… 
2011
2011
A Novel Technique for Web Log mining with Better Data Cleaning and Transaction Identification
Problem statement: In the internet era web sites on the internet are useful source of information for almost every activity. So… 
2009
2009
Research on Web Session Clustering
The task of clustering web sessions is to group web sessions based on similarity and consists of maximizing the intra-group… 
2008
2008
Pixel Level Fusion of Panchromatic and Multispectral Images Based on Correspondence Analysis
A pixel level data fusion approach based on correspondence analysis (CA) is introduced for high spatial and spectral resolution… 
2006
2006
A Multiple Neural Network System to Classify Solder Joints on Integrated Circuits
The following paper introduces a diagnostic process to detect solder joint defects on Printed Circuit Boards assembled in Surface… 
2006
2006
Modeling Meteorological Prediction Using Particle Swarm Optimization and Neural Network Ensemble
In this paper a novel optimization approach is presented. Network architecture and connection weights of neural networks (NN) are… 
Highly Cited
2005
Highly Cited
2005
Categorization Rehab Duwairi Department of Computer Information Systems , Jordan University of Science and Technology , Jordan
In this paper, we compare the performance of three classifiers for Arabic text categorization. In particular, the naïve Bayes, k… 
2004
2004
Seafloor classification using echo-waveforms: a method employing hybrid neural network architecture
This letter presents seafloor classification study results of a hybrid artificial neural network architecture known as learning… 
Highly Cited
2001
Highly Cited
2001
Music Database Retrieval Based on Spectral Similarity
We present an efficient algorithm to retrieve similar music pieces from an audio database. The algorithm tries to capture the… 
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