Outlier detection for high dimensional data, ACM SIGMOD Record, vol.30, issue.2, pp.37-46, 2001. ,
DOI : 10.1145/376284.375668
Mining Association Rules between Sets of Items in Large Databases, Proceedings of the 1993 ACM SIGMOD Conf, pp.207-216, 1993. ,
CARDWATCH: a neural network based database mining system for credit card fraud detection, Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr), 1997. ,
DOI : 10.1109/CIFER.1997.618940
BACON: blocked adaptive computationally efficient outlier nominators, Computational Statistics & Data Analysis, vol.34, issue.3, 2000. ,
DOI : 10.1016/S0167-9473(99)00101-2
LOF, ACM SIGMOD Record, vol.29, issue.2, pp.93-104, 2000. ,
DOI : 10.1145/335191.335388
Unsupervised anomaly detection with unlabeled data using clustering, International conference on information and communication technology, 2005. ,
An Introduction to Wavelets, Computers in Physics, vol.6, issue.6, 1992. ,
DOI : 10.1063/1.4823126
Ten lectures on wavelets, Society for Industrial and Applied Mathematics, 1992. ,
Minds -minnesota intrusion detection system. Data Mining -Next Generation Challenges and Future Directions, 2004. ,
A Geometric Framework for Unsupervised Anomaly Detection, 2002. ,
DOI : 10.1007/978-1-4615-0953-0_4
A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data, PAKDD, 2006. ,
DOI : 10.1007/11731139_66
An approach to spacecraft anomaly detection problem using kernel feature space, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining , KDD '05, 2005. ,
DOI : 10.1145/1081870.1081917
Discovering cluster-based local outliers, Pattern Recognition Letters, vol.24, issue.9-10, 2003. ,
DOI : 10.1016/S0167-8655(03)00003-5
Two-phase clustering process for outliers detection, Pattern Recognition Letters, vol.22, issue.6-7, pp.6-7691, 2001. ,
DOI : 10.1016/S0167-8655(00)00131-8
Mining top-n local outliers in large databases, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '01, pp.293-298, 2001. ,
DOI : 10.1145/502512.502554
Adaptive clustering for network intrusion detection, 8th PAKDD, pp.255-259, 2004. ,
Algorithms for mining distance-based outliers in large datasets, 24rd International Conference on Very Large Data Bases, pp.392-403, 1998. ,
ApproxMAP: Approximate Mining of Consensus Sequential Patterns, Proceedings of SIAM Int. Conf. on Data Mining, 2003. ,
DOI : 10.1137/1.9781611972733.36
Unsupervised Anomaly Detection in Network Traffic by Means of Robust PCA, 2007 International Multi-Conference on Computing in the Global Information Technology (ICCGI'07), 2007. ,
DOI : 10.1109/ICCGI.2007.62
Information-theoretic measures for anomaly detection, IEEE Symposium on Security and Privacy, 2001. ,
A survey on wavelet applications in data mining, ACM SIGKDD Explorations Newsletter, vol.4, issue.2, pp.49-68, 2002. ,
DOI : 10.1145/772862.772870
Mining sequential patterns from data??streams: a centroid approach, Journal of Intelligent Information Systems, vol.31, issue.5, pp.291-307, 2006. ,
DOI : 10.1007/s10844-006-9954-6
URL : https://hal.archives-ouvertes.fr/inria-00461296
Novelty detection: a review???part 1: statistical approaches, Signal Processing, vol.83, issue.12, 2003. ,
DOI : 10.1016/j.sigpro.2003.07.018
LOCI: fast outlier detection using the local correlation integral, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405), 2003. ,
DOI : 10.1109/ICDE.2003.1260802
Intrusion detection with unlabeled data using clustering, ACM CSS Workshop on Data Mining Applied to Security, 2001. ,
Efficient algorithms for mining outliers from large data sets, ACM SIGMOD Record, vol.29, issue.2, pp.427-438, 2000. ,
DOI : 10.1145/335191.335437
ADMIT, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '02, pp.386-395, 2002. ,
DOI : 10.1145/775047.775103
Wavecluster: A multi-resolution clustering approach for very large spatial databases, VLDB '98: Proceedings of the 24rd International Conference on Very Large Data Bases, pp.428-439, 1998. ,
Wavelets for computer graphics: a primer.1, IEEE Computer Graphics and Applications, vol.15, issue.3, pp.76-84, 1995. ,
DOI : 10.1109/38.376616
Wavelet Theory and Its Applications, 1995. ,
DOI : 10.1007/978-1-4615-3584-3
FindOut : Finding Outliers in Very Large Datasets, Knowledge and Information Systems, vol.4, issue.4, pp.387-412, 2002. ,
DOI : 10.1007/s101150200013
CLUSTERING-BASED NETWORK INTRUSION DETECTION, International Journal of Reliability, Quality and Safety Engineering, vol.14, issue.02, 2007. ,
DOI : 10.1142/S0218539307002568