메뉴 건너뛰기




Volumn , Issue , 2012, Pages 144-149

TensorSplat: Spotting latent anomalies in time

Author keywords

[No Author keywords available]

Indexed keywords

COAUTHORSHIP; DATA SETS; DECOMPOSITION METHODS; FACEBOOK; LARGE NETWORKS; MICRO-CLUSTERS; MULTIPLE DIMENSIONS; PARAFAC; TENSOR ANALYSIS;

EID: 84872225175     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PCi.2012.60     Document Type: Conference Paper
Times cited : (53)

References (30)
  • 2
    • 79956316709 scopus 로고    scopus 로고
    • Oddball: Spotting anomalies in weighted graphs
    • Leman Akoglu, Mary McGlohon, and Christos Faloutsos. Oddball: Spotting anomalies in weighted graphs. In PAKDD, pages 410-421, 2010.
    • (2010) PAKDD , pp. 410-421
    • Akoglu, L.1    McGlohon, M.2    Faloutsos, C.3
  • 4
    • 49749096526 scopus 로고    scopus 로고
    • Efficient MATLAB computations with sparse and factored tensors
    • December
    • Brett W. Bader and Tamara G. Kolda. Efficient MATLAB computations with sparse and factored tensors. SIAM Journal on Scientific Computing, 30(1):205-231, December 2007.
    • (2007) SIAM Journal on Scientific Computing , vol.30 , Issue.1 , pp. 205-231
    • Bader, B.W.1    Kolda, T.G.2
  • 5
    • 84892000258 scopus 로고    scopus 로고
    • Discussion tracking in enron email using parafac
    • B.W. Bader, M.W. Berry, and M. Browne. Discussion tracking in enron email using parafac. Survey of Text Mining II, pages 147-163, 2008.
    • (2008) Survey of Text Mining , vol.2 , pp. 147-163
    • Bader, B.W.1    Berry, M.W.2    Browne, M.3
  • 7
    • 34748843986 scopus 로고    scopus 로고
    • Large scale detection of irregularities in accounting data
    • 0
    • Stephen Bay, Krishna Kumaraswamy, Markus G. Anderle, Rohit Kumar, and David M. Steier. Large scale detection of irregularities in accounting data. ICDM, 0:75-86, 2006.
    • (2006) ICDM , pp. 75-86
    • Bay, S.1    Kumaraswamy, K.2    Anderle, M.G.3    Kumar, R.4    Steier, D.M.5
  • 9
    • 0039253819 scopus 로고    scopus 로고
    • LOF: Identifying density-based local outliers
    • Dallas, TX
    • Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, and Joerg Sander. LOF: Identifying density-based local outliers. In SIGMOD, pages 93-104, Dallas, TX, 2000.
    • (2000) SIGMOD , pp. 93-104
    • Breunig, M.M.1    Kriegel, H.-P.2    Ng, R.T.3    Sander, J.4
  • 11
  • 12
    • 84859722266 scopus 로고    scopus 로고
    • Anomaly detection for discrete sequences: A survey
    • Varun Chandola, Arindam Banerjee, and Vipin Kumar. Anomaly detection for discrete sequences: A survey. TKDE, 24:823-839, 2012.
    • (2012) TKDE , vol.24 , pp. 823-839
    • Chandola, V.1    Banerjee, A.2    Kumar, V.3
  • 13
    • 80052678930 scopus 로고    scopus 로고
    • Large scale graph mining and inference for malware detection
    • Duen Horng Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, and Christos Faloutsos. Large scale graph mining and inference for malware detection. In SDM, pages 131-142, 2011.
    • (2011) SDM , pp. 131-142
    • Chau, D.H.1    Nachenberg, C.2    Wilhelm, J.3    Wright, A.4    Faloutsos, C.5
  • 14
    • 36849001896 scopus 로고    scopus 로고
    • Cross-language information retrieval using parafac2
    • ACM
    • P.A. Chew, B.W. Bader, T.G. Kolda, and A. Abdelali. Cross-language information retrieval using parafac2. In SIGKDD, pages 143-152. ACM, 2007.
    • (2007) SIGKDD , pp. 143-152
    • Chew, P.A.1    Bader, B.W.2    Kolda, T.G.3    Abdelali, A.4
  • 16
    • 0000802374 scopus 로고
    • The approximation of one matrix by another of lower rank
    • C. Eckart and G. Young. The approximation of one matrix by another of lower rank. Psychometrika, 1(3):211-218, 1936.
    • (1936) Psychometrika , vol.1 , Issue.3 , pp. 211-218
    • Eckart, C.1    Young, G.2
  • 19
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • T.G. Kolda and B.W. Bader. Tensor decompositions and applications. SIAM review, 51(3), 2009.
    • (2009) SIAM Review , vol.51 , Issue.3
    • Kolda, T.G.1    Bader, B.W.2
  • 20
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by nonnegative matrix factorization
    • D.D. Lee, H.S. Seung, et al. Learning the parts of objects by nonnegative matrix factorization. Nature, 401(6755):788-791, 1999.
    • (1999) Nature , vol.401 , Issue.6755 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 22
    • 12244268431 scopus 로고    scopus 로고
    • Graph-based anomaly detection
    • Caleb C. Noble and Diane J. Cook. Graph-based anomaly detection. In SIGKDD, pages 631-636, 2003.
    • (2003) SIGKDD , pp. 631-636
    • Noble, C.C.1    Cook, D.J.2
  • 24
    • 0345359208 scopus 로고    scopus 로고
    • LOCI: Fast outlier detection using the local correlation integral
    • March 5 - March 8 2003
    • Spiros Papadimitriou, Hiroyuki Kitagawa, Phil Gibbons, and Christos Faloutsos. LOCI: Fast outlier detection using the local correlation integral. ICDE, March 2003 5 - March 8 2003.
    • (2003) ICDE
    • Papadimitriou, S.1    Kitagawa, H.2    Gibbons, P.3    Faloutsos, C.4
  • 25
    • 0242456797 scopus 로고    scopus 로고
    • Admit: Anomaly-based data mining for intrusions
    • Karlton Sequeira and Mohammed Javeed Zaki. Admit: anomaly-based data mining for intrusions. In KDD, pages 386-395, 2002.
    • (2002) KDD , pp. 386-395
    • Sequeira, K.1    Zaki, M.J.2
  • 26
    • 0033901839 scopus 로고    scopus 로고
    • Blind parafac receivers for ds-cdma systems
    • N.D. Sidiropoulos, G.B. Giannakis, and R. Bro. Blind parafac receivers for ds-cdma systems. TSP, 48(3):810-823, 2000.
    • (2000) TSP , vol.48 , Issue.3 , pp. 810-823
    • Sidiropoulos, N.D.1    Giannakis, G.B.2    Bro, R.3
  • 27
    • 77951162976 scopus 로고    scopus 로고
    • Multivis: Content-based social network exploration through multi-way visual analysis
    • J. Sun, S. Papadimitriou, C.Y. Lin, N. Cao, S. Liu, and W. Qian. Multivis: Content-based social network exploration through multi-way visual analysis. In SDM, volume 9, pages 1063-1074, 2009.
    • (2009) SDM , vol.9 , pp. 1063-1074
    • Sun, J.1    Papadimitriou, S.2    Lin, C.Y.3    Cao, N.4    Liu, S.5    Qian, W.6
  • 28
    • 34250676942 scopus 로고    scopus 로고
    • Cubesvd: A novel approach to personalized web search
    • ACM
    • J.T. Sun, H.J. Zeng, H. Liu, Y. Lu, and Z. Chen. Cubesvd: a novel approach to personalized web search. In WWW, pages 382-390. ACM, 2005.
    • (2005) WWW , pp. 382-390
    • Sun, J.T.1    Zeng, H.J.2    Liu, H.3    Lu, Y.4    Chen, Z.5
  • 29
    • 84944415516 scopus 로고    scopus 로고
    • Multilinear analysis of image ensembles: Tensorfaces
    • M. Vasilescu and D. Terzopoulos. Multilinear analysis of image ensembles: Tensorfaces. ECCV, pages 447-460, 2002.
    • (2002) ECCV , pp. 447-460
    • Vasilescu, M.1    Terzopoulos, D.2
  • 30
    • 84995477295 scopus 로고    scopus 로고
    • Gummadi. On the evolution of user interaction in facebook
    • August
    • Bimal Viswanath, Alan Mislove, Meeyoung Cha, and Krishna P. Gummadi. On the evolution of user interaction in facebook. In WOSN, August 2009.
    • (2009) WOSN
    • Viswanath, B.1    Mislove, A.2    Cha, M.3    Krishna, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.