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Volumn 20, Issue 2, 2010, Pages 221-258

Spatial neighborhood based anomaly detection in sensor datasets

Author keywords

Outlier detection; Sensors; Spatial neighborhood

Indexed keywords

ANOMALOUS BEHAVIOR; ANOMALY DETECTION; DATA SETS; HIGHWAY TRAFFIC; OUTLIER DETECTION; SENSOR READINGS; SPATIAL ANOMALIES; SPATIAL AUTOCORRELATIONS; SPATIAL DATA MINING; SPATIAL HETEROGENEITY; SPATIAL NEIGHBORHOODS; SPATIAL OBJECTS; SPATIAL OUTLIER; SPATIAL RELATIONSHIPS; SPATIO-TEMPORAL; TIME LAG; WATER MONITORING;

EID: 77649274106     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10618-009-0147-0     Document Type: Article
Times cited : (19)

References (38)
  • 1
    • 77649271420 scopus 로고    scopus 로고
    • ARC (2002) ARC IMS 4.0, ArcView 8.3.
    • ARC (2002) ARC IMS 4.0, ArcView 8.3. http://www.esri.com/
  • 2
    • 84976826673 scopus 로고
    • Voronoi diagrams-a survey of a fundamental geometric data structure
    • 10.1145/116873.116880
    • F Aurenhammer 1991 Voronoi diagrams-a survey of a fundamental geometric data structure ACM Comput Surv 23 3 345 405 10.1145/116873.116880
    • (1991) ACM Comput Surv , vol.23 , Issue.3 , pp. 345-405
    • Aurenhammer, F.1
  • 3
    • 85032420421 scopus 로고    scopus 로고
    • Spatio-temporal outlier detection in large databases
    • D Birant A Kut 2006 Spatio-temporal outlier detection in large databases J Comput Inf Technol 14 4 291 297
    • (2006) J Comput Inf Technol , vol.14 , Issue.4 , pp. 291-297
    • Birant, D.1    Kut, A.2
  • 6
    • 0000550189 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases
    • Ester M, Kriegel HP, Sander J, Xu X (1996) A density-based algorithm for discovering clusters in large spatial databases. In: KDD, AAAI Press, USA, pp 44-49
    • (1996) KDD, AAAI Press, USA , pp. 44-49
    • Ester, M.1    Kriegel, H.P.2    Sander, J.3    Xu, X.4
  • 11
    • 85040871995 scopus 로고
    • Spatial autocorrelation: A primer
    • Griffith D (1987) Spatial autocorrelation: a primer. Assoc Am Geogr
    • (1987) Assoc Am Geogr
    • Griffith, D.1
  • 13
    • 10944243785 scopus 로고    scopus 로고
    • Discovering colocation patterns from spatial data sets: A general approach
    • DOI 10.1109/TKDE.2004.90
    • Y Huang S Shekhar H Xiong 2004 Discovering colocation patterns from spatial data sets: a general approach IEEE Trans Knowl Data Eng 16 12 1472 1485 10.1109/TKDE.2004.90 (Pubitemid 40010922)
    • (2004) IEEE Transactions on Knowledge and Data Engineering , vol.16 , Issue.12 , pp. 1472-1485
    • Huang, Y.1    Shekhar, S.2    Xiong, H.3
  • 14
    • 33845237122 scopus 로고    scopus 로고
    • Mining co-location patterns with rare events from spatial data sets
    • DOI 10.1007/s10707-006-9827-8
    • Y Huang J Pei H Xiong 2006 Mining co-location patterns with rare events from spatial data sets GeoInformatica 10 3 239 260 10.1007/s10707-006-9827-8 (Pubitemid 44857052)
    • (2006) GeoInformatica , vol.10 , Issue.3 , pp. 239-260
    • Huang, Y.1    Pei, J.2    Xiong, H.3
  • 21
    • 0031361662 scopus 로고    scopus 로고
    • A spatial scan statistic
    • 0920.62116 10.1080/03610929708831995 1456844
    • M Kulldorff 1997 A spatial scan statistic Commun Stat Theory Methods 26 6 1481 1496 0920.62116 10.1080/03610929708831995 1456844
    • (1997) Commun Stat Theory Methods , vol.26 , Issue.6 , pp. 1481-1496
    • Kulldorff, M.1
  • 22
    • 0031665918 scopus 로고    scopus 로고
    • Evaluating cluster alarms: A space-time scan statistic and brain cancer in los alamos, new mexico
    • 10.2105/AJPH.88.9.1377
    • M Kulldorff WF Athas EJ Feurer B AMiller CR Key 1998 Evaluating cluster alarms: a space-time scan statistic and brain cancer in los alamos, new mexico Am J Public Health 88 9 1377 1380 10.2105/AJPH.88.9.1377
    • (1998) Am J Public Health , vol.88 , Issue.9 , pp. 1377-1380
    • Kulldorff, M.1    Athas, W.F.2    Feurer, E.J.3    Amiller, B.4    Key, C.R.5
  • 24
    • 33846216959 scopus 로고    scopus 로고
    • Detecting and tracking regional outliers in meteorological data
    • DOI 10.1016/j.ins.2006.09.013, PII S0020025506002891, Fuzzy set applications in Industrial Engineering
    • CT Lu Y Kou J Zhao L Chen 2007 Detecting and tracking regional outliers in meteorological data Inf Sci 177 7 1609 1632 10.1016/j.ins.2006.09.013 (Pubitemid 46107430)
    • (2007) Information Sciences , vol.177 , Issue.7 , pp. 1609-1632
    • Lu, C.-T.1    Kou, Y.2    Zhao, J.3    Chen, L.4
  • 27
    • 0000975370 scopus 로고
    • The interpretation of statistical maps
    • P Moran 1948 The interpretation of statistical maps J R Stat Soc B 10 243 51
    • (1948) J R Stat Soc B , vol.10 , Issue.243 , pp. 51
    • Moran, P.1
  • 28
    • 77649275575 scopus 로고    scopus 로고
    • USGS, National stream water quality network (NASQAN), published data
    • NASQAN (2002) USGS, National stream water quality network (NASQAN), published data. http://pubs.usgs.gov/dds/wqn96cd/html/wqn/wq/region05.htm. Accessed 25 Aug 2009
    • (2002) NASQAN
  • 29
    • 0001701628 scopus 로고
    • The distribution of the size of the maximum cluster of points on the line
    • 10.2307/2282688 183041
    • J Naus 1965 The distribution of the size of the maximum cluster of points on the line J Am Stat Assoc 60 532 538 10.2307/2282688 183041
    • (1965) J Am Stat Assoc , vol.60 , pp. 532-538
    • Naus, J.1
  • 33
    • 0035788943 scopus 로고    scopus 로고
    • Detecting graph-based spatial outliers: Algorithms and applications (a summary of results)
    • doi: 10.1145/502512.502567
    • Shekhar S, Lu C, Zhang P (2001) Detecting graph-based spatial outliers: algorithms and applications (a summary of results). In: 7th ACM international conference on knowledge discovery and data mining, pp 371-376. doi: 10.1145/502512.502567
    • (2001) 7th ACM International Conference on Knowledge Discovery and Data Mining , pp. 371-376
    • Shekhar, S.1    Lu, C.2    Zhang, P.3
  • 35
    • 0037633988 scopus 로고    scopus 로고
    • A unified approach to detecting spatial outliers
    • DOI 10.1023/A:1023455925009
    • S Shekhar CT Lu P Zhang S Shekhar CT Lu P Zhang 2003 A unified approach to spatial outliers detection GeoInformatica 7 139 166 10.1023/A:1023455925009 (Pubitemid 36726769)
    • (2003) GeoInformatica , vol.7 , Issue.2 , pp. 139-166
    • Shekhar, S.1    Lu, C.-H.2    Zhang, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.