메뉴 건너뛰기




Volumn , Issue , 2015, Pages

DP1SVM: A dynamic planar one-class support vector machine for Internet of Things environment

Author keywords

[No Author keywords available]

Indexed keywords

SUPPORT VECTOR MACHINES;

EID: 84937140382     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RIOT.2015.7104904     Document Type: Conference Paper
Times cited : (24)

References (29)
  • 2
    • 85057915666 scopus 로고    scopus 로고
    • Network architecture and qos issues in the Internet of Things for a Smart City
    • J. Jin. J. Gubbi. T. Luo. and M. Palaniswami. "Network architecture and QoS issues in the Internet of Things for a Smart City. " in IS CIT. 2012. pp. 974-979
    • (2012) IS CIT , pp. 974-979
    • Jin, J.1    Gubbi, J.2    Luo, T.3    Palaniswami, M.4
  • 3
    • 84906778588 scopus 로고    scopus 로고
    • Anomaly detection in wireless sensor networks in a non-stationary environments
    • 13-1432
    • C. O. Reilly. A. Gluhak. M. A. lmran. and S. Rajasegarar. "Anomaly detection in wireless sensor networks in a non-stationary environments. " IEEE Comms. Surveys and Tut vol. 16. no. 3. pp. 14 13-1432. 2014
    • (2014) IEEE Comms. Surveys and Tut , vol.16 , Issue.3 , pp. 14
    • Reilly, C.O.1    Gluhak, A.2    Lmran, M.A.3    Rajasegarar, S.4
  • 4
    • 84900803761 scopus 로고    scopus 로고
    • Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks
    • S. Rajasegarar. A. Gluhak. M. A. Imran. M. Nati. M. Moshtaghi. C. Leckie. and M. Palaniswami. "Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks. " Pattern Recognition. vol. 47. no. 9. pp. 2867-2879. 2014
    • (2014) Pattern Recognition , vol.47 , Issue.9 , pp. 2867-2879
    • Rajasegarar, S.1    Gluhak, A.2    Imran, M.A.3    Nati, M.4    Moshtaghi, M.5    Leckie, C.6    Palaniswami, M.7
  • 7
    • 46949090794 scopus 로고    scopus 로고
    • Distributed anomaly detection in wireless sensor networks
    • Singapore. October 2006
    • S. Rajasegarar. C. Leckie. M. Palaniswami. and J. C. Bezdek. "Distributed anomaly detection in wireless sensor networks. " in IEEE ICCS. 2006. Singapore. October 2006
    • (2006) IEEE ICCS
    • Rajasegarar, S.1    Leckie, C.2    Palaniswami, M.3    Bezdek, J.C.4
  • 10
    • 79952352805 scopus 로고    scopus 로고
    • Distributed training of multiclass conic-segmentation support vector machines on communication constrained networks
    • Dec
    • S. Rajasegarar. A. Shilton. C. Leckie. R. Kotagiri. and M. Palaniswami. "Distributed training of multiclass conic-segmentation support vector machines on communication constrained networks. " in ISSNIP. Brisbane. Australia. Dec 2010. pp. 2 1 1-216
    • (2010) Issnip. Brisbane. Australia , pp. 211-216
    • Rajasegarar, S.1    Shilton, A.2    Leckie, C.3    Kotagiri, R.4    Palaniswami, M.5
  • 11
    • 84255200933 scopus 로고    scopus 로고
    • An efficient approach to detecting concept-evolution in network data streams
    • Aus. Nov
    • S. M. Erfani. S. Rajasegarar. and C. Leckie. "An efficient approach to detecting concept-evolution in network data streams. " in A TNA C. Melbourne. Aus. Nov 20 11. pp. 1-7
    • A TNA C. Melbourne , vol.20 , Issue.11 , pp. 1-7
    • Erfani, S.M.1    Rajasegarar, S.2    Leckie, C.3
  • 13
    • 84937107308 scopus 로고    scopus 로고
    • Combined multiclass classification and anomaly detection for large-scale wireless sensor networks
    • A. Shilton. S. Rajasegarar. and M. Palaniswami. "Combined multiclass classification and anomaly detection for large-scale wireless sensor networks. " in IEEE ISSNIP. 20 13. pp. 491-496
    • Ieee Issnip , vol.20 , Issue.13 , pp. 491-496
    • Shilton, A.1    Rajasegarar, S.2    Palaniswami, M.3
  • 15
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • D. M. Tax and R. P. Duin. "Support vector data description. " Machine Learning. vol. 54. no. 1. pp. 45-66. 2004
    • (2004) Machine Learning , vol.54 , Issue.1 , pp. 45-66
    • Tax, D.M.1    Duin, R.P.2
  • 16
    • 33947104275 scopus 로고    scopus 로고
    • Structured one-class classification
    • Dec
    • D. Wang. D. Yeung. and E. Tsang. "Structured one-class classification. " IEEE Trans. on SMCB. vol. 36. no. 6. pp. 1283-1295. Dec 2006
    • (2006) IEEE Trans. on SMCB , vol.36 , Issue.6 , pp. 1283-1295
    • Wang, D.1    Yeung, D.2    Tsang, E.3
  • 17
    • 77955684744 scopus 로고    scopus 로고
    • Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks
    • S. Rajasegarar. C. Leckie. J. C. Bezdek. and M. Palaniswami. "Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks. " IEEE Trans. on Information Forensics & Security. vol. 5. no. 3. pp. 5 18-533. 2010
    • (2010) IEEE Trans. on Information Forensics & Security , vol.5 , Issue.3 , pp. 518-533
    • Rajasegarar, S.1    Leckie, C.2    Bezdek, J.C.3    Palaniswami, M.4
  • 19
    • 13844281522 scopus 로고    scopus 로고
    • M Incremental training of support vector machines
    • January
    • A. Shilton. M. "Incremental training of support vector machines. " IEEE Trans. on Neural Networks. vol. 16. no. 1. pp. 114-131. January 2005
    • (2005) IEEE Trans. on Neural Networks , vol.16 , Issue.1 , pp. 114-131
    • Shilton, A.1
  • 20
    • 84937151833 scopus 로고    scopus 로고
    • "City of Melbourne loT data. " 2015. http://issnip.unimelb.edu.aui research-program/lnterneCoLThings/ioCdeployment
    • (2015) City of Melbourne LoT Data
  • 22
    • 85096855936 scopus 로고    scopus 로고
    • One-class syms for document classification
    • L. M. Manevitz and M. Yousef. "One-class SYMs for document classification. " fMLR. vol. 2. pp. 139-154. 2001
    • (2001) FMLR , vol.2 , pp. 139-154
    • Manevitz, L.M.1    Yousef, M.2
  • 23
    • 0003768769 scopus 로고
    • Constrained Optimisation. Chichester: John Wiley and Sons
    • R. Fletcher. Practical Methods of Optimisation Volume 2: Constrained Optimisation. Chichester: John Wiley and Sons. 198 1
    • (1981) Practical Methods of Optimisation , vol.2
    • Fletcher, R.1
  • 24
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • S. et. al. Ed. MIT Press
    • J. C. Platt. "Fast training of support vector machines using sequential minimal optimization. " in Advances in Kernel Methods-Support Vector Learning. S. et. al. Ed. MIT Press. 1999. pp. 185-208
    • (1999) Advances in Kernel Methods-Support Vector Learning , pp. 185-208
    • Platt, J.C.1
  • 26
  • 29
    • 85156137079 scopus 로고    scopus 로고
    • Scaling up the accuracy of naive-bayes classifiers: A decision-Tree hybrid
    • R. Kohavi. " Scaling up the accuracy of naive-bayes classifiers: a decision-Tree hybrid. " in KDD. 1996
    • (1996) KDD
    • Kohavi, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.