1 |
H.Xu, L. Huang, Y. Zhang, H. Huang, S. Jiang, G.Liu, "Energy Efficient cooperative data aggregation for wireless sensor networks,” Journal of parallel and distributed computing , vol. 70, no. 9, pp. 953-961 ,September 2010. Article (CrossRef Link)
DOI
|
2 |
P. Rawat, K.D.Singh, H.Chaouchi and J.M.Bonnin, "Wireless sensor networks: a survey on recent developments and potential synergies," Journal of super computing, vol. 68, pp. 1-48, April 2014. Article (CrossRef Link)
DOI
|
3 |
G.J. Pottie and W.J. Kaiser, "Wireless Integrated network sensors," ACM Communications, Vol. 43, no.5, pp. 51-58 May 2000. Article (CrossRef Link)
DOI
|
4 |
Bo Sun, Xuemei Shan, Kui Wu, Yang Xiao, "Anomaly Detection Based Secure In-Network Aggregation for Wireless Sensor Networks," IEEE Systems Journal, vol. 7, no.1, pp.13 - 25, March 2013. Article (CrossRef Link)
DOI
|
5 |
Neamatollahi, P, Mashhad Iran, Taheri H, Naghibzadeh M,Yaghmaee M, "A hybrid clustering approach for prolonging lifetime in wireless sensor networks," IEEE International Symposium on Computer Networks and Distributed Systems, pp. 170-174, February 2011. Article (CrossRef Link)
|
6 |
Baig, Z.A. Khan, S.A., "Fuzzy Logic-Based Decision Making for Detecting Distributed Node Exhaustion Attacks in Wireless Sensor Networks," in Proc. of Second International Conference on Future Networks, IEEE, pp.185-189, January 2010. Article (CrossRef Link)
|
7 |
Daniel-Ioan Curiac , Constantin Volosencu, "Ensemble based sensing anomaly detection in wireless sensor networks," Journal of Expert Systems with Applications, vol. 39, pp. 9087–9096, March 2012. Article (CrossRef Link)
DOI
|
8 |
Suat Ozdemir, Hasan Çam , "Integration of False Data Detection With Data Aggregation and Confidential Transmission in Wireless Sensor Networks," ACM Transaction on Networking, vol. 18, no. 3, pp.736-749, June 2010. Article (CrossRef Link)
DOI
|
9 |
Q. Liang, L. Wang, "Event detection in wireless sensor networks using fuzzy logic system," in Proc. of International Conference on Computational Intelligence for Homeland Security and Personal Safety, IEEE, pp. 52-55, April 2005. Article (CrossRef Link)
|
10 |
Yang Zhang, Nirvana Meratnia, Paul J.M Havinga, "Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine," Journal of Ad Hoc Networks, vol. 11, pp. 1062-1074, November 2012. Article (CrossRef Link)
DOI
|
11 |
Y. Zhang, N.A.S. Hamm, N. Meratina, A.Stein, M. Van de Voort and P.J.M. Havinga, "Statistics based outlier detection for wireless sensor networks," International Journal of Geographical Information Science, pp. 1-20, December 2011. Article (CrossRef Link)
|
12 |
O'Reilly C, Gluhak A, Imran M.A, Rajasegarar S, "Anomaly Detection in Wireless Sensor Networks in a Non-Stationary Environment,” IEEE Communications Surveys & Tutorials, vol. 16. no.3, pp.1-20, September 2013. Article (CrossRef Link)
|
13 |
K. Kapitanova, S. H. Son and K.-D. Kang, "Using fuzzy logic for robust event detection in wireless sensor networks," Journal of Ad Hoc Networks, vol.10, pp. 709-722, June 2011. Article (CrossRef Link)
DOI
|
14 |
S Roy, M Conti, S Setia, S Jajodia, "Secure data aggregation in wireless sensor networks," IEEE Information Forensics and Security, vol.7, no. 3, pp.1040–1052, June 2012. Article (CrossRef Link)
DOI
|
15 |
Miao Xie, Song Han, Biming Tian, Sazia Parvin, "Anomaly Detection in Wireless Sensor Networks: A survey," Journal of Network and computer Applications, vol.34, pp.1302-1325, March 2011. Article (CrossRef Link)
DOI
|
16 |
P.Forero, A. Cano, G.Giannakis, "Distributed clustering using wireless sensor networks," IEEE Journal of Selected Topics in Signal processing, vol.5, no.4,pp 702-724, August 2011. Article (CrossRef Link)
DOI
|
17 |
Barnett, V. & Lewis, T, "Outliers in Statistical Data," 3rd edition. John Wiley & Sons, 1994. Article (CrossRef Link)
|
18 |
H.Izakian, W.Pedrycz, "Anomaly detection in time series data using a fuzzy c means clustering," IFSA World Congress and NAFIPS Annual Meeting, IEEE, pp.1513-1518, June 2013. Article (CrossRef Link)
|
19 |
S.Shamshirband, A.Amini, N.Anur ,M.Kiah, Y.Teh and S.Furnell, "D-FICCA: A density based fuzzy imperialist competitive clustering algorithm for intrusion detection in wireless sensor networks," Journal of Measurement, Elsevier, vol. 55,pp. 212-226, May 2014. Article (CrossRef Link)
DOI
|
20 |
C. Tang, S.G. Wang, "Adaptive fuzzy clustering model based on internal connectivity of all data points," Acta Automatica Sinica, Issue no.11, pp.1544-1556, 2010. Article (CrossRef Link)
DOI
|
21 |
Weiling Cai, Song chen, Daoqiang Zhang, "Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation," Journal of Pattern Recognition, vol. 40, no.3, pp 825-838, March 2007. Article (CrossRef Link)
DOI
|
22 |
Chitra Devi.N, Palanisamy .V, Baskaran.K and Barakkath Nisha.U, "Outlier aware Data Aggregation in Distributed Wireless Sensor Network using Robust Principal Component Analysis," in Proc. of Second International Conference on Computing, Communication and Networking Technologies, IEEE, pp. 1-9, July 2010. Article (CrossRef Link)
|
23 |
Janakiram .D Mallikarjuna.A, Reddy.V, Kumar.P, "Outlier Detection in wireless sensor networks using Bayesian belief Networks," in Proc. of International IEEE Workshop on Software for Sensor Networks, pp. 1-6, August 2006. Article (CrossRef Link)
|
24 |
Chitra Devi.N, Palanisamy .V, Baskaran.K and Prabeela S “Efficient distributed clustering based anomaly detection algorithm for sensor stream in clustered Wireless Sensor Network," European Journal of Scientific Research, vol. 54, no.4, pp.484-498, June 2011. Article (CrossRef Link)
|
25 |
H. Ishibuchi, T. Nakashima, T. Kuroda, "A hybrid fuzzy GBML algorithm for designing compact fuzzy rule-based classification systems," in Proc. of IEEE International Conference on Fuzzy Systems, pp. 706-711. May 2000. Article (CrossRef Link)
|
26 |
Sushmita Mitra, and Yoichi Hayashi, "Neuro–Fuzzy Rule Generation: Survey in Soft Computing Framework," IEEE Transactions on Neural Networks, vol.11, no.3, pp 1-20, May 2000. Article (CrossRef Link)
DOI
|
27 |
IBRL Dataset: http://db.csail.mit.edu/labdata/labdata.html
|
28 |
L.A. Zadeh, "Soft Computing and Fuzzy Logic," ACM Journal of Software, vol. 11, no. 6, pp.48-56, November 1994. Article (CrossRef Link)
DOI
|
29 |
SensorScope Dataset: http://lcav.epfl.ch/page-86035-en.html
|
30 |
Heshan Kumaragea, Ibrahim Khalil , Zahir Tari , Albert Zomaya, "Distributed anomaly detection for industrial wireless sensor networks based on fuzzy data modeling," Journal of Parallel and Distributed Computing, vol. 73.pp.790–806., March 2013. Article (CrossRef Link)
DOI
|
31 |
H.J.Zimmermann, "Fuzzy Set Theory and Its Applications," Publisher kluwer Academic Publishers Norwell, 3rd edition, pages 435, 1996 Article (CrossRef Link)
|
32 |
J.C. Bezdek, R. Ehrlich, W. Full, "FCM: the fuzzy c-means clustering algorithm,” Journal of Computers & Geosciences, vol.10, no.3, pp.191–203 March 1984. Article (CrossRef Link)
DOI
|
33 |
M. C. Vuran, B. Akan, and I.F. Akyildiz, "Spatio-temporal correlation: Theory and applications for wireless sensor networks," Computer Networks: International Journal of Computer and Telecommunication Networking, vol.45, no.3, pp. 245-259, June 2004. Article (CrossRef Link)
DOI
|
34 |
Zhidan Liu ,Wei Xing ,Bo Zeng, Yongchao Wang ,Dongming Lu, "Distributed Spatial Correlation-based Clustering for Approximate Data Collection in WSNs," in Proc. of IEEE International Conference on Advanced Information Networking and Applications, pp.56-63, March 2013. Article (CrossRef Link)
|