Get Mobile Web Information Systems: 11th International PDF

By Irfan Awan, Muhammad Younas, Xavier Franch, Carme Quer

This e-book constitutes the refereed lawsuits of the eleventh foreign convention on cellular net and knowledge structures, MobiWIS 2014, held in Barcelona, Spain, in August 2014. The 24 papers offered have been rigorously reviewed and chosen from seventy five submissions and canopy issues akin to: cellular software program structures, middleware/SOA for cellular structures, context- and location-aware companies, facts administration within the cellular internet, cellular cloud prone, cellular internet of items, cellular internet defense, belief and privateness, cellular networks, protocols and purposes, cellular trade and enterprise prone, HCI in cellular purposes, social media, and adaptive methods for cellular computing.

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Read Online or Download Mobile Web Information Systems: 11th International Conference, MobiWIS 2014, Barcelona, Spain, August 27-29, 2014. Proceedings PDF

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Extra resources for Mobile Web Information Systems: 11th International Conference, MobiWIS 2014, Barcelona, Spain, August 27-29, 2014. Proceedings

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60E+08 Conclusion In this paper, we propose the nonparametric-based change detection FLE to detect change points of contexts. The technique is featherweight, sensitive and efficient compared to existing ones such as MVN and OC-SVM. Particularly, FLE estimates the density probability of a test sample using the frequency sum of the least and the most significant bins of the modified histogram. The complexity of FLE is only O(mp), which is much lighter than the complexity of MVN, OC-SVM and even HBOS.

Activity monitoring: Noticing interesting changes in behavior. In: Proc. SIGKDD, pp. -D. Le, H. M Havinga 7. : Mobile crowdsensing: current state and future challenges. IEEE Communications Magazine 49(11), 32–39 (2011) 8. : Histogram-based outlier score (hbos): A fast unsupervised anomaly detection algorithm. In: Stefan Advances in Konwledge Discovery and Data Mining. LNCS, pp. 577–593. Springer (206) 9. : Flead: Online frequency likelihood estimation anomaly detection for mobile sensing. In: Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, UbiComp 2013 Adjunct, pp.

Flead: Online frequency likelihood estimation anomaly detection for mobile sensing. In: Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, UbiComp 2013 Adjunct, pp. 1159–1166. ACM, New York (2013) 10. : The jigsaw continuous sensing engine for mobile phone applications. In: Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems, SenSys 2010, pp. 71–84. ACM, New York (2010) 11. : One-class svms for document classification. J. Mach.

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