Wireless sensor networks: a survey, Computer Networks, vol.38, issue.4, pp.393-422, 2002. ,
DOI : 10.1016/S1389-1286(01)00302-4
Learning with kernels, Learning with Kernels, 2002. ,
Introduction to Time Series and Forecasting, 2002. ,
ACE: An Emergent Algorithm for Highly Uniform Cluster Formation, Proceedings of the First European Workshop on Sensor Networks (EWSN), pp.154-171, 2004. ,
DOI : 10.1007/978-3-540-24606-0_11
Elements of Information Theory, 1991. ,
Networked slepianwolf: Theory and algorithms, Proceedings of the First European Workshop on Sensor Networks (EWSN), 2004. ,
An introduction to support vector machines, 2000. ,
Multivariate Density Estimation: Theory Practice and Visualization, 1992. ,
DOI : 10.1002/9781118575574
Modeldriven data acquisition in sensor networks, VLDB, pp.588-599, 2004. ,
Fuzzy roc curves for the 1 class svm: Application to intrusion detection, Proceedings International Joint Conference on Neural Networks, IJCNN, 2005. ,
On a theory of learning with similarity functions, International Conference on Machine Learning, pp.73-80, 2006. ,
Datalink streaming in wireless sensor networks, Proceedings of the 4th international conference on Embedded networked sensor systems , SenSys '06, 2006. ,
DOI : 10.1145/1182807.1182829
Algorithmes pour l'estimation des donnes dans les rseaux de capteurs, 11emes Rencontres Francophones sur les Aspects Algorithmiques de Tlcommunications (AlgoTel), pp.93-96, 2009. ,
Towards Energy-Efficient Algorithm-Based Estimation in Wireless Sensor Networks, 2010 Sixth International Conference on Mobile Ad-hoc and Sensor Networks, 2010. ,
DOI : 10.1109/MSN.2010.12
URL : https://hal.archives-ouvertes.fr/inria-00563420
Distributed regression, Proceedings of the third international symposium on Information processing in sensor networks , IPSN'04, pp.1-10, 2004. ,
DOI : 10.1145/984622.984624
An application-specific protocol architecture for wireless microsensor networks, IEEE Transactions on Wireless Communications, vol.1, issue.4, pp.660-670, 2002. ,
DOI : 10.1109/TWC.2002.804190
Directed diffusion, Proceedings of the 6th annual international conference on Mobile computing and networking , MobiCom '00, pp.56-67, 2000. ,
DOI : 10.1145/345910.345920
Optimized data aggregation in wsns using adaptive arma, 20010-07. ,
URL : https://hal.archives-ouvertes.fr/inria-00540854
Adaptive stream resource management using Kalman Filters, Proceedings of the 2004 ACM SIGMOD international conference on Management of data , SIGMOD '04, 2004. ,
DOI : 10.1145/1007568.1007573
The impact of data aggregation in wireless sensor networks, Proceedings 22nd International Conference on Distributed Computing Systems Workshops, pp.575-578, 2002. ,
DOI : 10.1109/ICDCSW.2002.1030829
Tag: a tiny aggregation service for ad-hoc sensor networks, SIGOPS Oper. Syst. Rev, issue.SI, pp.36131-146, 2002. ,
Kernel Methods for Pattern Analysis, 2004. ,
DOI : 10.1017/CBO9780511809682
Centralized and distributed clustering methods for energy efficient wireless sensor networks, Proceedings of the International MultiConference of Engineers and Computer Scientists (IMECS), volume I, 2009. ,
Measuring and reducing energy consumption of network interfaces in hand-held devices, IEICE Transactions on Communications, issue.8, pp.80-1125, 1997. ,
A resource--efficient time estimation for wireless sensor networks, Proceedings of the 2004 joint workshop on Foundations of mobile computing , DIALM-POMC '04, pp.52-59, 2004. ,
DOI : 10.1145/1022630.1022639
PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks, EWSN, pp.21-37, 2006. ,
DOI : 10.1007/11669463_5
The Importance of Aggregation, Future Directions in Distributed Computing, pp.87-92, 2003. ,
DOI : 10.1007/3-540-37795-6_16
HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks, IEEE Transactions on Mobile Computing, vol.3, issue.4, pp.366-379, 2004. ,
DOI : 10.1109/TMC.2004.41