A comparative study for outlier detection techniques in data mining

• Main Authors: Bakar, Zuriana Abu, Mohemad, R., Ahmad, A., Mat Deris, Mustafa Mat
• Format: Conference or Workshop Item
• Language: English
• Published: 2006
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/7808/1/Mat_Deris_Mustafa_2006_Comparative_Study_Outlier_Detection_Techniques.pdf; http://eprints.utm.my/id/eprint/7808/; http://dx.doi.org/10.1109/ICCIS.2006.252287

Existing studies in data mining mostly focus on finding patterns in large datasets and further using it for organizational decision making. However, finding such exceptions and outliers has not yet received as much attention in the data mining field as some other topics have, such as association rul...