-
1
-
-
84864859588
-
Outlier Detection Using Replicator Neural Networks
-
Hawkins, S., He, H., Williams, G., and Baxter, R., "Outlier Detection Using Replicator Neural Networks", Proc. of the Fifth Int'l Conference Data Warehousing and Knowledge Discovery, pp.170-180, 2002.
-
(2002)
Proc. of the Fifth Int'l Conference Data Warehousing and Knowledge Discovery
, pp. 170-180
-
-
Hawkins, S.1
He, H.2
Williams, G.3
Baxter, R.4
-
2
-
-
0034133513
-
Distance-based outliers: Algorithms and applications
-
Knorr, E., Ng, R., and Tucakov, V., "Distance-based outliers: Algorithms and applications", VLDB Journal, 2000.
-
(2000)
VLDB Journal
-
-
Knorr, E.1
Ng, R.2
Tucakov, V.3
-
3
-
-
0042421807
-
Statistical fraud detection: A review
-
Bolton, R.J., Hand, D.J., "Statistical fraud detection: A review", Statistical Science, 17, pp. 235-255, 2002.
-
(2002)
Statistical Science
, vol.17
, pp. 235-255
-
-
Bolton, R.J.1
Hand, D.J.2
-
4
-
-
0040481253
-
A comparison of multivariate outlier detection methods for clinical laboratory safety data
-
Penny, K.I., Jolliffe, I.T., "A comparison of multivariate outlier detection methods for clinical laboratory safety data", The Statistician, Journal of the Royal Statistical Society, 50, pp. 295-308, 2001.
-
(2001)
The Statistician, Journal of the Royal Statistical Society
, vol.50
, pp. 295-308
-
-
Penny, K.I.1
Jolliffe, I.T.2
-
5
-
-
27144543595
-
An Optimization Model for Outlier Detection in Categorical Data
-
He, Z., Deng, S., Xu, X., "An Optimization Model for Outlier Detection in Categorical Data", Proc. of 2005 International Conference on Intelligent Computing (ICIC'05), pp.400-409, 2005.
-
(2005)
Proc. of 2005 International Conference on Intelligent Computing (ICIC'05)
, pp. 400-409
-
-
He, Z.1
Deng, S.2
Xu, X.3
-
6
-
-
34249307704
-
FP-Outlier: Frequent Pattern Based Outlier Detection
-
He, Z., Xu, X., Huang, J., Deng, J., "FP-Outlier: Frequent Pattern Based Outlier Detection", Computer Science and Information System, pp. 103-118, 2005.
-
(2005)
Computer Science and Information System
, pp. 103-118
-
-
He, Z.1
Xu, X.2
Huang, J.3
Deng, J.4
-
7
-
-
54749086351
-
A Fast Greedy algorithm for outlier mining
-
He, Z., Deng, S., Xu, X., "A Fast Greedy algorithm for outlier mining", Proc. of PAKDD, 2006.
-
(2006)
Proc. of PAKDD
-
-
He, Z.1
Deng, S.2
Xu, X.3
-
8
-
-
33646553013
-
Fast Distributed Outlier Detection in Mixed-Attribute Data Sets
-
Otey, M.E., Ghoting, A., Parthasarathy, A., "Fast Distributed Outlier Detection in Mixed-Attribute Data Sets", Data Mining and Knowledge Discovery, 2006.
-
(2006)
Data Mining and Knowledge Discovery
-
-
Otey, M.E.1
Ghoting, A.2
Parthasarathy, A.3
-
10
-
-
7544223741
-
A Survey of Outlier Detection Methodologies
-
Hodge, V., Austin, J., "A Survey of Outlier Detection Methodologies", Artificial Intelligence Review, pp. 85, 2004.
-
(2004)
Artificial Intelligence Review
, pp. 85
-
-
Hodge, V.1
Austin, J.2
-
11
-
-
0042323830
-
Computing depth contours of bivariate point clouds
-
Ruts, I., Rousseeuw, P., "Computing depth contours of bivariate point clouds", Comput. Stat Data Anal, pp. 153, 1996.
-
(1996)
Comput. Stat Data Anal
, pp. 153
-
-
Ruts, I.1
Rousseeuw, P.2
-
13
-
-
0039253819
-
LOF: Identifying density-based local outliers
-
Breunig, M. M., Kriegel, H.-P., Ng, R. T., and Sander, J., "LOF: Identifying density-based local outliers", Proc. of the ACM SIGMOD Int'l Conference on Management of Data, 2000.
-
(2000)
Proc. of the ACM SIGMOD Int'l Conference on Management of Data
-
-
Breunig, M.M.1
Kriegel, H.-P.2
Ng, R.T.3
Sander, J.4
-
14
-
-
0345359208
-
LOCI: Fast outlier detection using the local correlation integral
-
Papadimitriou, S., Kitawaga, H., Gibbons, P., Faloutsos, C., "LOCI: Fast outlier detection using the local correlation integral", Proc. of the Int'l Conf. on Data Engineering, 2003.
-
(2003)
Proc. of the Int'l Conf. on Data Engineering
-
-
Papadimitriou, S.1
Kitawaga, H.2
Gibbons, P.3
Faloutsos, C.4
-
15
-
-
7444240300
-
HOT: Hypergraph-based Outlier Test for Categorical Data
-
Wei, L., Qian, W., Zhou, A., Jin, W., "HOT: Hypergraph-based Outlier Test for Categorical Data", Proc. of 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD, pp. 399-410, 2003.
-
(2003)
Proc. of 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD
, pp. 399-410
-
-
Wei, L.1
Qian, W.2
Zhou, A.3
Jin, W.4
-
16
-
-
0942266514
-
Support Vector Data Description
-
Tax, D., Duin, R., "Support Vector Data Description", Machine Learning, pp. 45-66, 2004.
-
(2004)
Machine Learning
, pp. 45-66
-
-
Tax, D.1
Duin, R.2
-
17
-
-
84864859588
-
Outlier Detection Using Replicator Neural Networks
-
Harkins, S., He, H., Williams, G., Baster, R., "Outlier Detection Using Replicator Neural Networks", DaWaK'02, pp. 170-180, 2002.
-
(2002)
DaWaK'02
, pp. 170-180
-
-
Harkins, S.1
He, H.2
Williams, G.3
Baster, R.4
-
18
-
-
84878080825
-
An Efficient Reference-based Approach to Outlier Detection in Large Dataset
-
Pei, Y., Zaiane, O., Gao, Y., "An Efficient Reference-based Approach to Outlier Detection in Large Dataset", IEEE Int'l Conference on Data Mining, 2006.
-
(2006)
IEEE Int'l Conference on Data Mining
-
-
Pei, Y.1
Zaiane, O.2
Gao, Y.3
-
19
-
-
0001882616
-
Fast algorithms for mining association rules
-
Agrawal, R., Srikant, R., "Fast algorithms for mining association rules", Proc. of the Int'l Conference on Very Large Data Bases VLDB, pp. 487-499, 1994.
-
(1994)
Proc. of the Int'l Conference on Very Large Data Bases VLDB
, pp. 487-499
-
-
Agrawal, R.1
Srikant, R.2
-
20
-
-
33645552151
-
Finding centric local outliers in categorical/numerical spaces
-
Xu, Y.J., Qian, W., Lu, H., Zhou, A., "Finding centric local outliers in categorical/numerical spaces", Knowledge Information Systems, 9, pp. 309-338, 2006.
-
(2006)
Knowledge Information Systems
, vol.9
, pp. 309-338
-
-
Xu, Y.J.1
Qian, W.2
Lu, H.3
Zhou, A.4
-
21
-
-
84856043672
-
A mathematical theory of communication
-
Shannon, C.E., "A mathematical theory of communication", Bell System Technical Journal, pp. 379, 1948.
-
(1948)
Bell System Technical Journal
, pp. 379
-
-
Shannon, C.E.1
-
23
-
-
13444283223
-
Finding Median Partitions Using Information-Theoretical Algorithms
-
software at http://www.cs.umb.edu/~dana/GAClust/ index.html
-
Cristofor, D., Simovici, D., "Finding Median Partitions Using Information-Theoretical Algorithms", Journal of Universal Computer Science, 8, pp. 153-172 (software at http://www.cs.umb.edu/~dana/GAClust/ index.html).
-
Journal of Universal Computer Science
, vol.8
, pp. 153-172
-
-
Cristofor, D.1
Simovici, D.2
|