-
1
-
-
0034832620
-
Outlier detection for high dimensional data. In: Proceedings of the SIGMOD
-
Aggarwal C, Yu P (2001) Outlier detection for high dimensional data. In: Proceedings of the SIGMOD, pp 37–46
-
(2001)
pp 37–46
-
-
Aggarwal, C.1
Yu, P.2
-
2
-
-
67149118905
-
Dolphin: an efficient algorithm for mining distance-based outliers in very large datasets
-
Angiulli F, Fassetti F (2009) Dolphin: an efficient algorithm for mining distance-based outliers in very large datasets. Knowl Discov Data 3(1):4
-
(2009)
Knowl Discov Data
, vol.3
, Issue.1
, pp. 4
-
-
Angiulli, F.1
Fassetti, F.2
-
3
-
-
84881506676
-
Outliers in statistical data
-
Bremer R (1995) Outliers in statistical data. Technometrics 37(1):117–118
-
(1995)
Technometrics
, vol.37
, Issue.1
, pp. 117-118
-
-
Bremer, R.1
-
4
-
-
0039253819
-
Lof: identifying density-based local outliers. In: Proceedings of the SIGMOD, pp
-
Breunig M, Kriegel HP, Ng, RT, Sander J (2000) Lof: identifying density-based local outliers. In: Proceedings of the SIGMOD, pp. 93–104
-
(2000)
93–104
-
-
Breunig, M.1
Kriegel, H.P.2
Ng, R.T.3
Sander, J.4
-
5
-
-
70350671491
-
Efficient anomaly monitoring over moving object trajectory streams. In: Proceedings of the KDD, ACM, pp
-
Bu Y, Chen L, Fu AWC, Liu D (2009) Efficient anomaly monitoring over moving object trajectory streams. In: Proceedings of the KDD, ACM, pp. 159–168
-
(2009)
159–168
-
-
Bu, Y.1
Chen, L.2
Fu, A.W.C.3
Liu, D.4
-
6
-
-
26944461753
-
Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data. In: Proceedings of the SDM, pp
-
Ertoz L, Steinbach M, Kumar V (2003) Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data. In: Proceedings of the SDM, pp. 47–58
-
(2003)
47–58
-
-
Ertoz, L.1
Steinbach, M.2
Kumar, V.3
-
7
-
-
33745476229
-
Efficient mining of temporally annotated sequences. In: Proceedings of the SDM, pp
-
Giannotti F, Nanni M, Pedreschi D (2006) Efficient mining of temporally annotated sequences. In: Proceedings of the SDM, pp. 346–357
-
(2006)
346–357
-
-
Giannotti, F.1
Nanni, M.2
Pedreschi, D.3
-
9
-
-
62449151158
-
Mining temporal patterns with quantitative intervals. In: ICDM workshops, IEEE computer society, pp
-
Guyet T, Quiniou R (2008) Mining temporal patterns with quantitative intervals. In: ICDM workshops, IEEE computer society, pp. 218–227
-
(2008)
218–227
-
-
Guyet, T.1
Quiniou, R.2
-
10
-
-
52649158650
-
A hybrid prediction model for moving objects. In: Proceedings of the ICDE, pp
-
Jeung H, Liu Q, Shen HT, Zhou X (2008) A hybrid prediction model for moving objects. In: Proceedings of the ICDE, pp. 70–79
-
(2008)
70–79
-
-
Jeung, H.1
Liu, Q.2
Shen, H.T.3
Zhou, X.4
-
11
-
-
38049013788
-
Mining trajectory patterns using hidden Markov models. In: Proceedings of the DaWaK, pp
-
Jeung H, Shen HT, Zhou X (2007) Mining trajectory patterns using hidden Markov models. In: Proceedings of the DaWaK, pp. 470–480
-
(2007)
470–480
-
-
Jeung, H.1
Shen, H.T.2
Zhou, X.3
-
12
-
-
84959505632
-
Real time contextual collective anomaly detection over multiple data streams. In: Proceedings of the ODD, pp
-
Jiang Y, Zeng C, Xu J, Li T (2014) Real time contextual collective anomaly detection over multiple data streams. In: Proceedings of the ODD, pp. 23–30
-
(2014)
23–30
-
-
Jiang, Y.1
Zeng, C.2
Xu, J.3
Li, T.4
-
13
-
-
0034133513
-
Distance-based outliers: algorithms and applications
-
Knorr E, Ng R, Tucakov V (2000) Distance-based outliers: algorithms and applications. VLDB J 8(3):237–253
-
(2000)
VLDB J
, vol.8
, Issue.3
, pp. 237-253
-
-
Knorr, E.1
Ng, R.2
Tucakov, V.3
-
14
-
-
56749092990
-
Anomaly detection for sea surveillance. In: Proceedings of the IF, pp
-
Laxhammar R (2008) Anomaly detection for sea surveillance. In: Proceedings of the IF, pp. 1–8
-
(2008)
1–8
-
-
Laxhammar, R.1
-
15
-
-
52649161757
-
Trajectory outlier detection: partition-and-detect a framework. In: Proceedings of the ICDE, pp
-
Lee J, Han J, Li X (2008) Trajectory outlier detection: partition-and-detect a framework. In: Proceedings of the ICDE, pp. 140–149
-
(2008)
140–149
-
-
Lee, J.1
Han, J.2
Li, X.3
-
16
-
-
35449007737
-
Trajectory clustering: a partition-and-group framework. In: Proceedings of the SIGMOD, pp
-
Lee JG, Han J, Whang KY (2007) Trajectory clustering: a partition-and-group framework. In: Proceedings of the SIGMOD, pp. 593–604
-
(2007)
593–604
-
-
Lee, J.G.1
Han, J.2
Whang, K.Y.3
-
17
-
-
82055172407
-
Exploring spatial-temporal trajectory model for location prediction. In: Proceedings of the MDM, pp
-
Lei PR, Shen TJ, Peng WC, Su IJ (2011) Exploring spatial-temporal trajectory model for location prediction. In: Proceedings of the MDM, pp. 58–67
-
(2011)
58–67
-
-
Lei, P.R.1
Shen, T.J.2
Peng, W.C.3
Su, I.J.4
-
18
-
-
80052749496
-
Swarm: mining relaxed temporal moving object clusters. In: Proceedings of the VLDB Endow, pp
-
Li Z, Ding B, Han J, Kays R (2010) Swarm: mining relaxed temporal moving object clusters. In: Proceedings of the VLDB Endow, pp. 723–734
-
(2010)
723–734
-
-
Li, Z.1
Ding, B.2
Han, J.3
Kays, R.4
-
19
-
-
84872798445
-
Personalized trip recommendation with multiple constraints by mining user check-in behaviors. In: Proceedings of the GIS, pp
-
Lu EHC, Chen CY, Tseng VS (2012) Personalized trip recommendation with multiple constraints by mining user check-in behaviors. In: Proceedings of the GIS, pp. 209–218
-
(2012)
209–218
-
-
Lu, E.H.C.1
Chen, C.Y.2
Tseng, V.S.3
-
20
-
-
70350649119
-
Wherenext: A location predictor on trajectory pattern mining. In: Proceedings of the KDD, pp
-
Monreale A., Pinelli F, Trasarti R, Giannotti F (2009) Wherenext: A location predictor on trajectory pattern mining. In: Proceedings of the KDD, pp. 637–646
-
(2009)
637–646
-
-
Monreale, A.1
Pinelli, F.2
Trasarti, R.3
Giannotti, F.4
-
21
-
-
37249082461
-
Mining frequent trajectories of moving objects for location prediction. In: Proceedings of the MLDM, pp
-
Morzy M (2007) Mining frequent trajectories of moving objects for location prediction. In: Proceedings of the MLDM, pp. 667–680
-
(2007)
667–680
-
-
Morzy, M.1
-
22
-
-
0345359208
-
Loci: Fast outlier detection using the local correlation integral. In: Proceedings of the ICDE, pp
-
Papadimitriou S, Kitagawa H, Gibbons P, Faloutsos C (2003) Loci: Fast outlier detection using the local correlation integral. In: Proceedings of the ICDE, pp. 315–326
-
(2003)
315–326
-
-
Papadimitriou, S.1
Kitagawa, H.2
Gibbons, P.3
Faloutsos, C.4
-
23
-
-
0039845384
-
Efficient algorithms for mining outliers from large data sets. In: Proceedings of the SIGMOD, pp
-
Ramaswamy S, Rastogi R, Shim K (2000) Efficient algorithms for mining outliers from large data sets. In: Proceedings of the SIGMOD, pp. 427–438
-
(2000)
427–438
-
-
Ramaswamy, S.1
Rastogi, R.2
Shim, K.3
-
24
-
-
56749146169
-
Statistical analysis of motion patterns in ais data: Anomaly detection and motion prediction. In: Proceedings of the IF, pp
-
Ristic B, La Scala B, Morelande M, Gordon N (2008) Statistical analysis of motion patterns in ais data: Anomaly detection and motion prediction. In: Proceedings of the IF, pp. 1–7
-
(2008)
1–7
-
-
Ristic, B.1
La Scala, B.2
Morelande, M.3
Gordon, N.4
-
25
-
-
0030282113
-
The power of amnesia: learning probabilistic automata with variable memory length
-
Ron D, Singer Y, Tishby N (1996) The power of amnesia: learning probabilistic automata with variable memory length. Machine learn 25(2):117–149
-
(1996)
Machine learn
, vol.25
, Issue.2
, pp. 117-149
-
-
Ron, D.1
Singer, Y.2
Tishby, N.3
-
26
-
-
84885842891
-
Efficient algorithms for discovering high utility user behavior patterns in mobile commerce environments
-
Shie BE, Hsiao HF, Tseng V (2013) Efficient algorithms for discovering high utility user behavior patterns in mobile commerce environments. Knowl Inf Syst 37(2):363–387
-
(2013)
Knowl Inf Syst
, vol.37
, Issue.2
, pp. 363-387
-
-
Shie, B.E.1
Hsiao, H.F.2
Tseng, V.3
-
27
-
-
33745447341
-
Mining for outliers in sequential databases. In: Proceedings of the SDM, pp
-
Sun P, Chawla S, Arunasalam B (2006) Mining for outliers in sequential databases. In: Proceedings of the SDM, pp. 94–106
-
(2006)
94–106
-
-
Sun, P.1
Chawla, S.2
Arunasalam, B.3
-
28
-
-
38049177418
-
Exploring group moving pattern for an energy-constrained object tracking sensor network. In: Proceedings of the PAKDD, pp
-
Tsai H, Yang D, Peng W, Chen M (2007) Exploring group moving pattern for an energy-constrained object tracking sensor network. In: Proceedings of the PAKDD, pp. 825–832
-
(2007)
825–832
-
-
Tsai, H.1
Yang, D.2
Peng, W.3
Chen, M.4
-
30
-
-
84959505607
-
Maritime trajectory mining for anomaly detection
-
In, Proceedings of the PRMS
-
Vespe M, Pallottaand G, Visentini I, Bryan K, Braca P (2012) Maritime trajectory mining for anomaly detection. In: Proceedings of the PRMS
-
(2012)
-
-
Vespe, M.1
Pallottaand, G.2
Visentini, I.3
Bryan, K.4
Braca, P.5
-
31
-
-
84880194316
-
Exploring pattern-aware travel routes for trajectory search
-
Wei LY, Peng WC, Lee WC (2013) Exploring pattern-aware travel routes for trajectory search. ACM Trans. Intell. Syst. Technol 4(3):48:1–48:25
-
(2013)
ACM Trans. Intell. Syst. Technol
, vol.4
, Issue.3
, pp. 1-25
-
-
Wei, L.Y.1
Peng, W.C.2
Lee, W.C.3
-
32
-
-
84866017857
-
Constructing popular routes from uncertain trajectories. In: Proceedings of the KDD, pp
-
Wei LY, Zheng Y, Peng WC (2012) Constructing popular routes from uncertain trajectories. In: Proceedings of the KDD, pp. 195–203
-
(2012)
195–203
-
-
Wei, L.Y.1
Zheng, Y.2
Peng, W.C.3
-
33
-
-
84881344873
-
Destination prediction by sub-trajectory synthesis and privacy protection against such prediction
-
In, Proceedings of the ICDM
-
Xue AY, Zhang R, Zheng Y, Xie X, Huang J, Xu Z (2013) Destination prediction by sub-trajectory synthesis and privacy protection against such prediction. In: Proceedings of the ICDM
-
(2013)
-
-
Xue, A.Y.1
Zhang, R.2
Zheng, Y.3
Xie, X.4
Huang, J.5
Xu, Z.6
-
34
-
-
84866045445
-
Discovering regions of different functions in a city using human mobility and pois. In: Proceedings. of the KDD, pp
-
Yuan J, Zheng Y, Xie X (2012) Discovering regions of different functions in a city using human mobility and pois. In: Proceedings. of the KDD, pp. 186–194
-
(2012)
186–194
-
-
Yuan, J.1
Zheng, Y.2
Xie, X.3
-
35
-
-
80052688627
-
Driving with knowledge from the physical world. In: Proceedings of the KDD, pp
-
Yuan J, Zheng Y, Xie X, Sun G (2011) Driving with knowledge from the physical world. In: Proceedings of the KDD, pp. 316–324
-
(2011)
316–324
-
-
Yuan, J.1
Zheng, Y.2
Xie, X.3
Sun, G.4
-
36
-
-
80054058907
-
Ibat: detecting anomalous taxi trajectories from gps traces. In: Proceedings of the Ubicom, pp
-
Zhang D, Li N, Zhou Z, Chen C, Sun L, Li S (2011) Ibat: detecting anomalous taxi trajectories from gps traces. In: Proceedings of the Ubicom, pp. 99–108
-
(2011)
99–108
-
-
Zhang, D.1
Li, N.2
Zhou, Z.3
Chen, C.4
Sun, L.5
Li, S.6
|