1.
P. Langley and H. A. Simon, "Applications of machine learning and rule induction" Communications of the ACM, vol. 38, no. 11, pp. 54-64, 1995.
2.
L. Paradis and Q. Han, "A survey of fault management in wireless sensor networks", Journal of Network and Systems Management, vol. 15, no. 2, pp.171-190, 2007.
3.
B. Krishnamachari, D. Estrin, and S. Wicker, "The impact of data aggregation in wireless sensor networks", in 22nd International Conference on Distributed Computing Systems Workshops, 2002, pp. 575-578.
4.
J. Al-Karaki and A. Kamal, "Routing techniques in wireless sensor networks: A survey", IEEE Wireless Communications, vol. 11, no. 6, pp. 6-28, 2004.
5.
K. Romer and F. Mattern, "The design space of wireless sensor networks", IEEE Wireless Communications, vol. 11, no. 6, pp. 54-61, 2004.
6.
J. Wan, M. Chen, F. Xia, L. Di, and K. Zhou, "From machine-to-machine communications towards cyber-physical systems", Computer Science and Information Systems, vol. 10, pp. 1105-1128, 2013.
7.
Y. Bengio, "Learning deep architectures for AI", Foundations and Trends in Machine Learning, vol. 2, no. 1, pp. 1-127, 2009.
8.
M. Di and E. M. Joo, "A survey of machine learning in wireless sensor netoworks from networking and application perspectives", in 6th International Conference on Information, Communications Signal Processing, 2007, pp. 1-5.
9.
A. Forster, "Machine learning techniques applied to wireless ad-hoc networks: Guide and survey", in 3rd International Conference on Intelligent Sensors, Sensor Networks and Information. IEEE, 2007, pp. 365-370.
10.
Y. Zhang, N. Meratnia, and P. Havinga, "Outlier detection techniques for wireless sensor networks: A survey", IEEE Communications Surveys & Tutorials, vol. 12, no. 2, pp. 159-170, 2010.
11.
R. Kulkarni, A. Forster, and G. Venayagamoorthy, "Computational intelligence in wireless sensor networks: A survey", IEEE Communications Surveys & Tutorials, vol. 13, no. 1, pp. 68-96, 2011.
12.
S. Kulkarni, G. Lugosi, and S. Venkatesh, "Learning pattern classification-a survey", IEEE Transactions on Information Theory, vol. 44, no. 6, pp.2178-2206, 1998.
13.
C.-H. Lu and L.-C. Fu, "Robust location-aware activity recognition using wireless sensor network in an attentive home", IEEE Transactions on Automation Science and Engineering, vol. 6, no. 4, pp. 598-609, 2009.
14.
W. Branch, C. Giannella, B. Szymanski, R. Wolff, and H. Kargupta, "In-network outlier detection in wireless sensor networks", Knowledge and information systems, vol. 34, no. 1, pp. 23-54, 2013.
15.
A. Moustapha and R. Selmic, "Wireless sensor network modeling using modified recurrent neural networks: Application to fault detection", IEEE Transactions on Instrumentation and Measurement, vol. 57, no. 5, pp. 981-988, 2008.
16.
Y. Wang, M. Martonosi, and L.-S. Peh, "Predicting link quality using supervised learning in wireless sensor networks" ACM SIGMOBILE Mobile Computing and Communications Review, vol. 11, no. 3, pp. 71-83, 2007.
17.
S. R. Safavian and D. Landgrebe, "A survey of decision tree classifier methodology", IEEE Transactions on Systems, Man and Cybernetics, vol. 21, no. 3, pp. 660-674, 1991.
18.
Merlyn, A. Anuba, and A. Anuja Merlyn."Energy Efficient Routing (EER) For Reducing Congestion and Time Delay in Wireless Sensor Network." International Journal of Computer Networks and Applications 1.1 (2014): 1-10.
19.
Y. Zhang, N. Meratnia, and P. J. Havinga, "Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine", Ad Hoc Networks, vol. 11, no. 3, pp. 1062-1074, 2013.
20.
D. Tran and T. Nguyen, "Localization in wireless sensor networks based on support vector machines", IEEE Transactions on Parallel and Distributed Systems, vol. 19, no. 7, pp. 981-994, 2008.
21.
J. Barbancho, C. Leon, F. Molina, and A. Barbancho, "A new QoS routing algorithm based on self-organizing maps for wireless sensor networks", Telecommunication Systems, vol. 36, pp. 73-83, 2007.
22.
J. Kivinen, A. Smola, and R. Williamson, "Online learning with kernels", IEEE Transactions on Signal Processing, vol. 52, no. 8, pp. 2165-2176, 2004.
23.
G. Aiello and G. Rogerson, "Ultra-wideband wireless systems", IEEE Microwave Magazine, vol. 4, no. 2, pp. 36-47, 2003.
24.
R. Rajagopalan and P. Varshney, "Data-aggregation techniques in sensor networks: A survey", IEEE Communications Surveys & Tutorials, vol. 8, no. 4, pp. 48-63, 2006.
25.
S. Kaur and R. N. Mir, "Energy efficiency optimization in wireless sensor network using proposed load balancing approach", International Journal of Computer Networks and Applications vol. 3, no. 5, pp.108-117, 2016.
26.
H. He, Z. Zhu, and E. Makinen, "A neural network model to minimize the connected dominating set for self-configuration of wireless sensor networks", IEEE Transactions on Neural Networks, vol. 20, no. 6, pp. 973-982, 2009.
27.
J. Kho, A. Rogers, and N. R. Jennings, "Decentralized control of adaptive sampling in wireless sensor networks", ACM Transactions on Sensor Networks (TOSN), vol. 5, no. 3, pp. 19:1-19:35, 2009.
