TY - GEN
T1 - Comparative evaluation of anomaly detection techniques for sequence data
AU - Chandola, Varun
AU - Mithal, Varun
AU - Kumar, Vipin
PY - 2008
Y1 - 2008
N2 - We present a comparative evaluation of a large number of anomaly detection techniques on a variety of publicly available as well as artificially generated data sets. Many of these are existing techniques while some are slight variants and/or adaptations of traditional anomaly detection techniques to sequence data.
AB - We present a comparative evaluation of a large number of anomaly detection techniques on a variety of publicly available as well as artificially generated data sets. Many of these are existing techniques while some are slight variants and/or adaptations of traditional anomaly detection techniques to sequence data.
UR - http://www.scopus.com/inward/record.url?scp=67049142361&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=67049142361&partnerID=8YFLogxK
U2 - 10.1109/ICDM.2008.151
DO - 10.1109/ICDM.2008.151
M3 - Conference contribution
AN - SCOPUS:67049142361
SN - 9780769535029
T3 - Proceedings - IEEE International Conference on Data Mining, ICDM
SP - 743
EP - 748
BT - Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008
T2 - 8th IEEE International Conference on Data Mining, ICDM 2008
Y2 - 15 December 2008 through 19 December 2008
ER -