bibtex_example.bib

@book{diamantaras1996pcn,
  title={{Principal component neural networks: theory and applications}},
  author={Diamantaras, KI and Kung, SY},
  year={1996},
  publisher={John Wiley \& Sons, Inc. New York, NY, USA}
}


@book{ilyas2004hsn,
	Author = {Ilyas, M. and Mahgoub, I. and Kelly, L.},
	Publisher = {CRC Press, Inc. Boca Raton, FL, USA},
	Title = {{Handbook of Sensor Networks: Compact Wireless and Wired Sensing Systems}},
	Year = {2004}}

@inproceedings{Bontempi2005Adaptive,
	Author = {G. Bontempi and Y. {Le Borgne}.},
	Booktitle = {Proceedings of the Workshop on Data Mining in Sensor Networks, SIAM SDM},
	Date-Modified = {2008-02-17 14:37:10 +0100},
	Pages = {3-9},
	Publisher = {{SIAM} Press},
	Title = {An Adaptive Modular Approach to the Mining of Sensor Network Data},
	Year = {2005}}

@inproceedings{tulone2006pts,
	Author = {Tulone, D. and Madden, S.},
	Booktitle = {Proceedings of the 3rd European Workshop on Wireless Sensor Networks},
	Date-Modified = {2008-02-17 14:54:24 +0100},
	Pages = {21-37},
	Publisher = {Springer},
	Title = {{PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks}},
	Year = {2006}}

@book{hyvarinen2001ica,
	Author = {Hyvarinen, A. and Karhunen, J. and Oja, E.},
	Publisher = {J. Wiley New York},
	Title = {{Independent Component Analysis}},
	Year = {2001}}

@book{jolliffe2002pca,
	Author = {Jolliffe, I.T.},
	Publisher = {Springer},
	Title = {{Principal Component Analysis}},
	Year = {2002}}

@article{jain2004ass,
	Author = {Jain, A. and Chang, E.Y.},
	Journal = {ACM International Conference Proceeding Series},
	Pages = {10--16},
	Publisher = {ACM Press New York, NY, USA},
	Title = {{Adaptive sampling for sensor networks}},
	Year = {2004}}

@article{yao2002can,
	Author = {Yao, Y. and Gehrke, J.},
	Journal = {ACM SIGMOD Record},
	Number = {3},
	Pages = {9--18},
	Publisher = {ACM Press New York, NY, USA},
	Title = {{The cougar approach to in-network query processing in sensor networks}},
	Volume = {31},
	Year = {2002}}

@article{akyildiz2002wsn,
	Author = {Akyildiz, I.F. and Su, W. and Sankarasubramaniam, Y. and Cayirci, E.},
	Date-Modified = {2008-02-17 14:33:14 +0100},
	Journal = {Computer Networks},
	Number = {4},
	Pages = {393--422},
	Publisher = {Elsevier},
	Title = {{Wireless sensor networks: a survey}},
	Volume = {38},
	Year = {2002}}

@inproceedings{madden2002tta,
	Author = {Madden, S. and Franklin, M.J. and Hellerstein, J.M. and Hong, W.},
	Booktitle = {Proceedings of the 5th ACM Symposium on Operating System Design and Implementation (OSDI)},
	Date-Modified = {2008-02-17 14:47:53 +0100},
	Pages = {131 - 146  },
	Publisher = {ACM Press},
	Title = {{TAG: a Tiny AGgregation Service for Ad-Hoc Sensor Networks}},
	Volume = {36},
	Year = {2002}}

@article{madden2005taq,
	Author = {Madden, S.R. and Franklin, M.J. and Hellerstein, J.M. and Hong, W.},
	Journal = {ACM Transactions on Database Systems (TODS)},
	Number = {1},
	Pages = {122--173},
	Publisher = {ACM Press New York, NY, USA},
	Title = {{TinyDB: an acquisitional query processing system for sensor networks}},
	Volume = {30},
	Year = {2005}}

@inproceedings{burri2007dul,
	Author = {Burri, N. and Wattenhofer, R.},
	Booktitle = {Proceedings of the 6th international conference on Information processing in sensor networks},
	Date-Modified = {2008-02-17 14:37:24 +0100},
	Pages = {450--459},
	Publisher = {ACM Press},
	Title = {{Dozer: ultra-low power data gathering in sensor networks}},
	Year = {2007}}

@book{zhao2004wsn,
	Author = {Zhao, F. and Guibas, L.J.},
	Publisher = {Morgan Kaufmann},
	Title = {{Wireless Sensor Networks: An Information Processing Approach}},
	Year = {2004}}

@article{xiang2021urban,
  title={Urban water resource management for sustainable environment planning using artificial intelligence techniques},
  author={Xiang, Xiaojun and Li, Qiong and Khan, Shahnawaz and Khalaf, Osamah Ibrahim},
  journal={Environmental Impact Assessment Review},
  volume={86},
  pages={106515},
  year={2021},
  publisher={Elsevier}
}

@book{mardia1979ma,
	Author = {Mardia, K.V. and Kent, J.T. and Bibby, J.M. and others},
	Publisher = {Academic Press New York},
	Title = {{Multivariate analysis}},
	Year = {1979}}

@article{Kumar:2000lr,
	Author = {Kumar, P. R. and Gupta, P.},
	Date-Added = {2007-11-30 20:12:40 +0100},
	Date-Modified = {2007-11-30 20:12:40 +0100},
	Journal = {IEEE Transactions on Information Theory},
	Month = {March},
	Number = {2},
	Pages = {388--404},
	Title = {The capacity of wireless networks},
	Volume = {46},
	Year = {2000}}

@inproceedings{Wu:2004lr,
	Author = {Xiaohua Luo and Kougen Zheng and Yunhe Pan and Zhaohui Wu},
	Booktitle = {IEEE International Conference on Systems, Man and Cybernetics},
	Date-Added = {2007-11-30 20:07:50 +0100},
	Date-Modified = {2007-11-30 20:09:25 +0100},
	Pages = {6081- 6086},
	Title = {A TCP/IP implementation for wireless sensor networks},
	Volume = {7},
	Year = {2004}}

@book{Comer:2006uq,
	Author = {Comer, Douglas},
	Date-Added = {2007-11-30 20:04:58 +0100},
	Date-Modified = {2007-11-30 20:04:58 +0100},
	Edition = {fifth},
	Publisher = {Prentice Hall},
	Title = {Internetworking With TCP/IP},
	Volume = {1: Principles Protocols, and Architecture},
	Year = {2006}}

@inproceedings{Sankar:uq,
	Author = {Sankar, A. and Liu, Z.},
	Booktitle = {Proceedings of the 23rd Annual Joint Conference of the IEEE Computer and Communications Societies},
	Date-Added = {2007-11-27 16:58:40 +0100},
	Date-Modified = {2008-02-17 14:52:14 +0100},
	Pages = {1089-1097},
	Publisher = {IEEE Press},
	Title = {Maximum lifetime routing in wireless ad-hoc networks},
	Volume = {2},
	Year = {2004}}

@inproceedings{Chang:2000qy,
	Author = {J.H. Chang and L. Tassiulas},
	Booktitle = {Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies},
	Date-Added = {2007-11-27 16:41:25 +0100},
	Date-Modified = {2008-02-17 14:37:51 +0100},
	Pages = {22-31},
	Publisher = {IEEE Press},
	Title = {Energy Conserving Routing in Wireless Ad-hoc Networks},
	Volume = {1},
	Year = {2000}}

@inproceedings{Dong:2005lr,
	Author = {Q. Dong},
	Booktitle = {Proceedings of the 4th international symposium on Information processing in sensor networks},
	Date-Added = {2007-11-27 16:37:37 +0100},
	Date-Modified = {2008-02-17 14:35:45 +0100},
	Pages = {3},
	Publisher = {IEEE Press},
	Title = {Maximizing system lifetime in wireless sensor networks},
	Year = {2005}}

@inproceedings{Wang:2006lr,
	Author = {Y. Wang and C. Wan and M. Martonosi and L. Peh},
	Booktitle = {Proceedings of the 2006 SIGCOMM workshop on Challenged networks},
	Date-Added = {2007-11-27 16:32:02 +0100},
	Date-Modified = {2008-02-17 14:57:24 +0100},
	Pages = {253--260},
	Publisher = {ACM Press},
	Title = {Transport layer approaches for improving idle energy in challenged sensor networks},
	Year = {2006}}

@inproceedings{Varshney:2004lr,
	Author = {M. Varshney and R. Bagrodia},
	Booktitle = {Proceedings of the 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems},
	Date-Added = {2007-11-27 16:11:14 +0100},
	Date-Modified = {2008-02-17 14:57:18 +0100},
	Doi = {http://doi.acm.org/10.1145/1023663.1023678},
	Isbn = {1-58113-953-5},
	Pages = {70--77},
	Publisher = {ACM Press},
	Title = {Detailed models for sensor network simulations and their impact on network performance},
	Year = {2004}}

@inproceedings{Wu:2006kx,
	Address = {Washington, DC, USA},
	Author = {Xiaoling Wu and Mohammed A. U. Khan and Jinsung Cho and Sungyoung Lee and Young-Koo Lee},
	Booktitle = {ICHIT '06: Proceedings of the 2006 International Conference on Hybrid Information Technology},
	Date-Added = {2007-11-05 11:42:47 +0100},
	Date-Modified = {2007-11-05 11:42:48 +0100},
	Doi = {http://dx.doi.org/10.1109/ICHIT.2006.132},
	Isbn = {0-7695-2674-8},
	Pages = {403--408},
	Publisher = {IEEE Computer Society},
	Title = {Energy-efficient Clustering with Fast Data Compression in Sensor Networks},
	Year = {2006}}

@inproceedings{Xu:2001fj,
	Address = {New York, NY, USA},
	Author = {Ya Xu and John Heidemann and Deborah Estrin},
	Booktitle = {MobiCom '01: Proceedings of the 7th annual international conference on Mobile computing and networking},
	Date-Added = {2007-11-05 11:41:28 +0100},
	Date-Modified = {2007-11-05 11:41:28 +0100},
	Doi = {http://doi.acm.org/10.1145/381677.381685},
	Isbn = {1-58113-422-3},
	Location = {Rome, Italy},
	Pages = {70--84},
	Publisher = {ACM},
	Title = {Geography-informed energy conservation for Ad Hoc routing},
	Year = {2001}}

@article{Stojmenovic:2001uq,
	Address = {Piscataway, NJ, USA},
	Author = {Ivan Stojmenovic and Xu Lin},
	Date-Added = {2007-11-05 11:40:40 +0100},
	Date-Modified = {2007-11-05 11:40:41 +0100},
	Doi = {http://dx.doi.org/10.1109/71.969123},
	Issn = {1045-9219},
	Journal = {IEEE Trans. Parallel Distrib. Syst.},
	Number = {11},
	Pages = {1122--1133},
	Publisher = {IEEE Press},
	Title = {Power-Aware Localized Routing in Wireless Networks},
	Volume = {12},
	Year = {2001}}

@article{Youn:2003qy,
	Address = {Boca Raton, FL, USA},
	Author = {Hee Yong Youn and Chansu Yu and Ben Lee},
	Book = {The handbook of ad hoc wireless networks},
	Date-Added = {2007-11-05 11:39:27 +0100},
	Date-Modified = {2007-11-05 11:39:28 +0100},
	Isbn = {0-8493-1332-5},
	Pages = {415--428},
	Publisher = {CRC Press, Inc.},
	Title = {Routing algorithms for balanced energy consumption in ad hoc networks},
	Year = {2003}}

@inproceedings{Chen:2001fk,
	Address = {New York, NY, USA},
	Author = {Benjie Chen and Kyle Jamieson and Hari Balakrishnan and Robert Morris},
	Booktitle = {MobiCom '01: Proceedings of the 7th annual international conference on Mobile computing and networking},
	Date-Added = {2007-11-05 11:38:50 +0100},
	Date-Modified = {2007-11-05 11:38:50 +0100},
	Doi = {http://doi.acm.org/10.1145/381677.381686},
	Isbn = {1-58113-422-3},
	Location = {Rome, Italy},
	Pages = {85--96},
	Publisher = {ACM},
	Title = {Span: An energy-efficient coordination algorithm for topology maintenance in Ad Hoc wireless networks},
	Year = {2001}}

@inproceedings{Aggelou:1999lr,
	Address = {New York, NY, USA},
	Author = {George Aggelou and Rahim Tafazolli},
	Booktitle = {WOWMOM '99: Proceedings of the 2nd ACM international workshop on Wireless mobile multimedia},
	Date-Added = {2007-11-05 11:37:17 +0100},
	Date-Modified = {2007-11-05 11:37:22 +0100},
	Doi = {http://doi.acm.org/10.1145/313256.313272},
	Isbn = {1-58113-129-1},
	Location = {Seattle, Washington, United States},
	Pages = {26--33},
	Publisher = {ACM},
	Title = {RDMAR: a bandwidth-efficient routing protocol for mobile ad hoc networks},
	Year = {1999}}

@article{Jones:2001uq,
	Author = {Jones, Christine E. and Sivalingam, Krishna M. and Agrawal, Prathima and Chen, Jyh Cheng},
	Date-Added = {2007-11-01 14:58:10 +0100},
	Date-Modified = {2007-11-01 14:58:10 +0100},
	Doi = {http://dx.doi.org/10.1023/A:1016627727877},
	Issn = {1022-0038},
	Journal = {Wireless Networks},
	Number = {4},
	Pages = {343--358},
	Title = {A Survey of Energy Efficient Network Protocols for Wireless Networks},
	Volume = {7},
	Year = {2001}}

@inproceedings{Shah:2002uq,
	Abstract = {The recent interest in sensor networks has led to a number of routing schemes that use the limited resources available at sensor nodes more efficiently. These schemes typically try to find the minimum energy path to optimize energy usage at a node. In this paper we take the view that always using lowest energy paths may not be optimal from the point of view of network lifetime and long-term connectivity. To optimize these measures, we propose a new scheme called energy aware routing that uses sub-optimal paths occasionally to provide substantial gains. Simulation results are also presented that show increase in network lifetimes of up to 40\% over comparable schemes like directed diffusion routing. Nodes also burn energy in a more equitable way across the network ensuring a more graceful degradation of service with time.},
	Author = {Shah, R. C. and Rabaey, J. M.},
	Booktitle = {Proceedings of the IEEE Conference on Wireless Communications and Networking ({\rm WCNC'02})},
	Citeulike-Article-Id = {815404},
	Date-Added = {2007-11-01 14:57:47 +0100},
	Date-Modified = {2007-11-01 14:57:47 +0100},
	Journal = {Wireless Communications and Networking Conference, 2002. WCNC2002. 2002 IEEE},
	Local-Url = {file://localhost/Users/jim/Research/Papers/00993520.pdf},
	Month = {March},
	Pages = {350--355},
	Priority = {0},
	Title = {Energy aware routing for low energy ad-hoc sensor networks},
	Volume = {1},
	Year = {2002}}

@misc{tinyos,
	Author = {{TinyOS}},
	Title = {{Project Website: \url{http://www.tinyos.net}}}}

@misc{mantis,
	Author = {{Mantis}},
	Title = {{Project Website: \url{http://mantis.cs.colorado.edu}}}}

@misc{sos,
	Author = {{SOS}},
	Title = {{Project Website: \url{https://projects.nesl.ucla.edu/public/sos-2x/doc/}}}}

@misc{contiki,
	Author = {{Contiki}},
	Title = {{Project Website: \url{http://www.sics.se/contiki/}}}}

@misc{nescc,
	Author = {{nesC}},
	Title = {{Project Website: \url{http://nescc.sourceforge.net}}}}

@misc{piman,
	Author = {{PIMAN}},
	Title = {{Project Website: \url{http://www.ulb.ac.be/di/mlg/piman.html}}}}

@misc{c2s,
	Author = {{COMP2SYS}},
	Title = {{Project Website: \url{http://www.ulb.ac.be/di/mlg/comp2sys.html}}}}

@misc{otn,
	Author = {{Ocean Tracking Network}},
	Title = {{Project Website: \url{http://www.oceantrackingnetwork.org}}}}

@misc{nest,
	Author = {{NEST Project}},
	Title = {{Project Website: \url{http://nest.cs.berkeley.edu}}}}

@misc{zigbee,
	Author = {{ZigBee}},
	Title = {{Company Website: \url{http://www.zigbee.org}}}}

@book{stoer2002ina,
	Author = {Stoer, J. and Bulirsch, R.},
	Publisher = {Springer},
	Title = {{Introduction to Numerical Analysis}},
	Year = {2002}}

@article{raghunathan2002eaw,
	Author = {Raghunathan, V.S. and Srivastava, C.S.P.},
	Journal = {Signal Processing Magazine, IEEE},
	Number = {2},
	Pages = {40--50},
	Title = {{Energy-Aware Wireless Microsensor Networks}},
	Volume = {19},
	Year = {2002}}

@inproceedings{polastre2005teu,
	Author = {Polastre, J. and Szewczyk, R. and Culler, D.},
	Booktitle = {Proceedings of the 4th International Symposium on Information Processing in Sensor Networks},
	Date-Modified = {2008-02-17 14:49:41 +0100},
	Pages = {364--369},
	Title = {{Telos: enabling ultra-low power wireless research}},
	Year = {2005}}

@article{abhilash,
	Author = {Abhilash A. Miranda and {Yann-Ael} {Le Borgne} and Gianluca Bontempi},
	Journal = {Neural Processing Letters, Accepted for Publication},
	Title = {{New routes from Minimal Approximation Error to Principal Component}},
	Year = {2007}}

@article{yannael,
	Author = {Yann-A\"el Le Borgne and Gianluca Bontempi},
	Journal = {Accepted at the Workshop on Knowledge Discovery, colocated with the 13th International Conference on Knowledge Discovery and Data Mining},
	Title = {{Unsupervised and Supervised Compression with Principal Component Analysis in Wireless Sensor Networks}},
	Year = {2007}}

@article{CostaPatwariHero,
	Author = {Jose A. Costa and Neal Patwari and Alfred O. Hero Iii},
	Journal = {ACM Transactions on Sensor Networks},
	Title = {{Distributed Weighted-Multidimensional Scaling for Node Localization in Sensor Networks}},
	Year = {2006}}

@article{lakhina2004san,
	Author = {Lakhina, A. and Papagiannaki, K. and Crovella, M. and Diot, C. and Kolaczyk, E.D. and Taft, N.},
	Journal = {Proceedings of the joint international conference on Measurement and modeling of computer systems},
	Pages = {61--72},
	Publisher = {ACM Press New York, NY, USA},
	Title = {{Structural analysis of network traffic flows}},
	Year = {2004}}

@article{faces,
	Author = {Matthew A. Turk and Alex P. Pentland},
	Journal = {Journal of Cognitive Neuroscience},
	Title = {{Eigenfaces for recognition}},
	Year = {1991}}

@inproceedings{pattem2004isc,
	Author = {Pattem, S. and Krishnamachari, B. and Govindan, R.},
	Booktitle = {Proceedings of the third international symposium on Information processing in sensor networks},
	Date-Modified = {2008-02-17 14:49:06 +0100},
	Pages = {28--35},
	Publisher = {ACM Press},
	Title = {{The impact of spatial correlation on routing with compression in wireless sensor networks}},
	Year = {2004}}

@article{scaglione2005ira,
	Author = {Scaglione, A. and Servetto, S.},
	Journal = {Wireless Networks},
	Number = {1},
	Pages = {149--160},
	Publisher = {Springer},
	Title = {{On the Interdependence of Routing and Data Compression in Multi-Hop Sensor Networks}},
	Volume = {11},
	Year = {2005}}

@article{xiong2004dsc,
	Author = {Xiong, Z. and Liveris, AD and Cheng, S.},
	Journal = {Signal Processing Magazine, IEEE},
	Number = {5},
	Pages = {80--94},
	Title = {{Distributed source coding for sensor networks}},
	Volume = {21},
	Year = {2004}}

@article{leborgne07_AMS,
	Author = {Y. Le Borgne and S. Santini and G. Bontempi},
	Date-Modified = {2008-02-17 14:56:13 +0100},
	Journal = {International Journal for Signal Processing (Elsevier pub.), Special Issue on Information Processing and Data Management in Wireless Sensor Networks},
	Month = {September},
	Note = {Accepted for Publication},
	Title = {{Adaptive Model Selection for Time Series Prediction in Wireless Sensor Networks}},
	Year = {2007}}

@article{Hill:1990lr,
	Author = {Mark D. Hill},
	Date-Added = {2007-12-05 16:14:14 +0100},
	Date-Modified = {2007-12-05 16:14:53 +0100},
	Journal = {ACM SIGARCH Computer Architecture News},
	Number = {4},
	Pages = {18-21},
	Title = {What is scalability?},
	Volume = {18},
	Year = {1990}}

@inproceedings{Huynh:2005lr,
	Author = {T.T. Huynh and C.S. Hong},
	Booktitle = {Proceedings of the International Conference on Computational Science and its Applications},
	Date-Added = {2007-12-05 16:04:28 +0100},
	Date-Modified = {2008-02-17 14:45:06 +0100},
	Pages = {339--347},
	Title = {A novel hierarchical routing protocol for wireless sensor networks},
	Year = {2005}}

@misc{intellab,
	Author = {Intel Lab Data webpage.},
	Title = {\url{http://db.csail.mit.edu/labdata/labdata.html}}}

@misc{labowsn,
	Author = {Wireless Sensor Lab. Machine Learning Group. University of Brussels.},
	Title = {\url{http://www.ulb.ac.be/di/labo/index.html}}}

@article{petrovic2003dfr,
	Author = {Petrovic, D. and Shah, RC and Ramchandran, K. and Rabaey, J.},
	Journal = {Sensor Network Protocols and Applications, 2003. Proceedings of the First IEEE. 2003 IEEE International Workshop on},
	Pages = {156--162},
	Title = {{Data funneling: routing with aggregation and compression for wireless sensor networks}},
	Year = {2003}}

@article{vosoughi_s2007padpfddc_article,
	Author = {Vosoughi, A. and Scaglione, A.},
	Journal = {IEEE Transactions on Signal Processing},
	Title = {{Precoding and Decoding Paradigms for Distributed Data Compression}},
	Year = {2007}}

@article{xiong_lc2004dscfsn_article,
	Author = {Xiong, Z. and Liveris, AD and Cheng, S.},
	Crossref = {pradhan_r2003dscusddac_article},
	Journal = {Signal Processing Magazine, IEEE},
	Number = {5},
	Pages = {80--94},
	Title = {{Distributed source coding for sensor networks}},
	Volume = {21},
	Year = {2004}}

@article{pradhan_r2003dscusddac_article,
	Author = {Pradhan, SS and Ramchandran, K.},
	Journal = {Information Theory, IEEE Transactions on},
	Number = {3},
	Pages = {626--643},
	Title = {{Distributed source coding using syndromes (DISCUS): design and construction}},
	Volume = {49},
	Year = {2003}}

@article{Gastpar2006dklt,
	Abstract = {The Karhunen-Loeve transform (KLT) is a key element of many signal processing and communication tasks. Many recent applications involve distributed signal processing, where it is not generally possible to apply the KLT to the entire signal; rather, the KLT must be approximated in a distributed fashion. This paper investigates such distributed approaches to the KLT, where several distributed terminals observe disjoint subsets of a random vector.},
	Affiliation = {EPFL},
	Author = {Gastpar, Michael and Dragotti, Pier Luigi and Vetterli, Martin},
	Details = {http://infoscience.epfl.ch/search.py?recid=89300},
	Documenturl = {http://infoscience.epfl.ch/getfile.py?recid=89300{\&}mode=best},
	Doi = {10.1109/tit.2006.885449},
	Journal = {{IEEE} {T}ransactions on Information {T}heory},
	Number = {12},
	Oai-Id = {oai:infoscience.epfl.ch:89300},
	Oai-Set = {article},
	Pages = {5177--5196},
	Review = {REVIEWED},
	Status = {PUBLISHED},
	Title = {The {D}istributed {K}arhunen-{L}o{\`e}ve {T}ransform},
	Unit = {LCAV},
	Volume = {52},
	Year = {2006}}

@inproceedings{jelasity2007adp,
	Author = {Jelasity, M. and Canright, G. and Eng{\o}-Monsen, K.},
	Booktitle = {Proceedings of Euro-Par 2007},
	Journal = {LECTURE NOTES IN COMPUTER SCIENCE},
	Pages = {514--525},
	Publisher = {Springer},
	Series = {{Lecture Notes in Computer Science}},
	Title = {{Asynchronous Distributed Power Iteration with Gossip-Based Normalization?}},
	Volume = {4641},
	Year = {2007}}

@article{kargupta2000cpc,
	Author = {Kargupta, H. and Huang, W. and Sivakumar, K. and Park, B.H. and Wang, S.},
	Journal = {Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery},
	Pages = {452--457},
	Publisher = {Springer-Verlag London, UK},
	Title = {{Collective Principal Component Analysis from Distributed, Heterogeneous Data}},
	Year = {2000}}

@incollection{Bai2005pcad,
	Author = {Bai, Zheng-Jian and Chan, Raymond and Luk, Franklin},
	Booktitle = {Advanced Parallel Processing Technologies},
	Pages = {471--483},
	Publisher = {Springer Berlin, Heidelberg},
	Title = {Principal Component Analysis for Distributed Data Sets with Updating},
	Volume = {3756},
	Year = {2005}}

@inproceedings{duarte2005dcs2,
	Author = {Duarte, M. F. and Sarvotham, S. and Baron, D. and Wakin, M. B. and Baraniuk, R. G.},
	Booktitle = {Proceedings of the 39th Asilomar Conference on Signals, Systems and Computation},
	Date-Modified = {2008-02-17 14:39:54 +0100},
	Pages = {1537--1541},
	Title = {{Distributed compressed sensing of jointly sparse signals}},
	Year = {2005}}

@article{donoho2006cs,
	Author = {Donoho, D.L.},
	Date-Modified = {2008-02-17 14:33:30 +0100},
	Journal = { IEEE Transactions on Information Theory},
	Number = {4},
	Pages = {1289--1306},
	Title = {{Compressed Sensing}},
	Volume = {52},
	Year = {2006}}

@inproceedings{deshpande2003caq,
	Author = {Deshpande, A. and Nath, S. and Gibbons, P.B. and Seshan, S.},
	Booktitle = {Proceedings of the 2003 ACM SIGMOD international conference on Management of data},
	Date-Modified = {2008-02-17 14:38:14 +0100},
	Pages = {503--514},
	Publisher = {ACM Press},
	Title = {{Cache-and-query for wide area sensor databases}},
	Year = {2003}}

@article{xiong2004dsc,
	Author = {Xiong, Z. and Liveris, AD and Cheng, S.},
	Journal = {Signal Processing Magazine, IEEE},
	Number = {5},
	Pages = {80--94},
	Title = {{Distributed source coding for sensor networks}},
	Volume = {21},
	Year = {2004}}

@article{deshpande2005mba,
	Author = {Deshpande, A. and Guestrin, C. and Madden, S.R. and Hellerstein, J.M. and Hong, W.},
	Journal = {The VLDB Journal The International Journal on Very Large Data Bases},
	Number = {4},
	Pages = {417--443},
	Publisher = {Springer},
	Title = {{Model-based approximate querying in sensor networks}},
	Volume = {14},
	Year = {2005}}

@article{rousseeuw1993tnp,
	Author = {Rousseeuw, P.J. and Molenberghs, G.},
	Journal = {Communications in Statistics-Theory and Methods},
	Number = {4},
	Pages = {965--984},
	Publisher = {Taylor \& Francis},
	Title = {{Transformation of non positive semidefinite correlation matrices}},
	Volume = {22},
	Year = {1993}}

@article{olston2001aps,
	Author = {Olston, C. and Loo, B.T. and Widom, J.},
	Journal = {ACM SIGMOD Record},
	Number = {2},
	Pages = {355--366},
	Publisher = {ACM Press New York, NY, USA},
	Title = {{Adaptive precision setting for cached approximate values}},
	Volume = {30},
	Year = {2001}}

@inproceedings{LeBorgne2007Unsupervised,
	Author = {Y. {Le Borgne} and G. Bontempi},
	Booktitle = {Proceedings of the Workshop on Knowledge Discovery from Data, 13th ACM International Conference on Knowledge Discovery and Data Mining},
	Date-Modified = {2008-02-17 14:46:19 +0100},
	Owner = {Resident},
	Pages = {94-103},
	Publisher = {{ACM} Press},
	Timestamp = {2007.10.03},
	Title = {Unsupervised and Supervised Compression with Principal Component Analysis in Wireless Sensor Networks},
	Year = {2007}}

@article{duarte2004vcd,
	Author = {Duarte, M.F. and Hen Hu, Y.},
	Journal = {Journal of Parallel and Distributed Computing},
	Number = {7},
	Pages = {826--838},
	Publisher = {Elsevier},
	Title = {{Vehicle classification in distributed sensor networks}},
	Volume = {64},
	Year = {2004}}

@inproceedings{huang2006npa,
	Author = {Huang, L. and Nguyen, X. and Garofalakis, M. and Jordan, M. and Joseph, A. and Taft, N.},
	Booktitle = {Proceedings of the 19th conference on Advances in Neural Information Processing Systems, 19th ed., B. Scholkopf, J. Platt and T. Hoffman, Ed. },
	Date-Modified = {2008-02-17 14:44:23 +0100},
	Publisher = {MIT Press},
	Title = {{In-network PCA and anomaly detection}},
	Year = {2006}}

@inproceedings{lakhina2004network,
	Author = {Lakhina, Anukool and Crovella, Mark and Diot, Christophe},
	Booktitle = {Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications},
	Date-Modified = {2008-02-17 14:46:04 +0100},
	Pages = {219--230},
	Publisher = {ACM Press},
	Title = {Diagnosing network-wide traffic anomalies},
	Year = {2004}}

@article{Li2006Smart,
	Author = {Li, J. and Zhang, Y.},
	Journal = {Smart Materials and Structures},
	Pages = {1747-1757(11)},
	Title = {Interactive sensor network data retrieval and management using principal components analysis transform},
	Volume = {15},
	Year = {December 2006}}

@book{webb1999spr,
	Author = {Webb, A.R.},
	Publisher = {Hodder Arnold Publication},
	Title = {{Statistical Pattern Recognition}},
	Year = {1999}}

@article{ziv1977universal,
  title={A universal algorithm for sequential data compression},
  author={Ziv, Jacob and Lempel, Abraham},
  journal={IEEE Transactions on information theory},
  volume={23},
  number={3},
  pages={337--343},
  year={1977},
  publisher={IEEE}
}

@article{ziv1978compression,
  title={Compression of individual sequences via variable-rate coding},
  author={Ziv, Jacob and Lempel, Abraham},
  journal={IEEE transactions on Information Theory},
  volume={24},
  number={5},
  pages={530--536},
  year={1978},
  publisher={IEEE}
}

@article{david2004data,
  title={Data compression: the complete reference},
  author={David, Salomon},
  journal={Springer},
  year={2004}
}

@book{sayood2017introduction,
  title={Introduction to data compression},
  author={Sayood, Khalid},
  year={2017},
  publisher={Morgan Kaufmann}
}

@inproceedings{le2012byte,
  title={Byte caching in wireless networks},
  author={Le, Franck and Srivatsa, Mudhakar and Iyengar, Arun K},
  booktitle={2012 IEEE 32nd International Conference on Distributed Computing Systems},
  pages={265--274},
  year={2012},
  organization={IEEE}
}

@misc{rfc1144,
    series =    {Request for Comments},
    number =    1144,
    howpublished =  {RFC 1144},
    publisher = {RFC Editor},
    author={Jacobson, V.},
    doi =       {10.17487/RFC1144},
    url =       {https://www.rfc-editor.org/info/rfc1144},
    title =     {{Compressing TCP/IP Headers for Low-Speed Serial Links}},
    pagetotal = 49,
    year =      1990,
    month =     feb,
    abstract =  {This RFC describes a method for compressing the headers of TCP/IP datagrams to improve performance over low speed serial links. The motivation, implementation and performance of the method are described. C code for a sample implementation is given for reference. {[}STANDARDS-TRACK{]}},
}


@misc{rfc2507,
    series =    {Request for Comments},
    number =    2507,
    howpublished =  {RFC 2507},
    publisher = {RFC Editor},
    doi =       {10.17487/RFC2507},
    url =       {https://www.rfc-editor.org/info/rfc2507},
    author =    {Mikael Degermark and Bjorn Nordgren and Stephen Pink},
    title =     {{IP Header Compression}},
    pagetotal = 47,
    year =      1999,
    month =     feb,
    abstract =  {This document describes how to compress multiple IP headers and TCP and UDP headers per hop over point to point links. {[}STANDARDS-TRACK{]}},
}


@misc{rfc3544,
    series =    {Request for Comments},
    number =    3544,
    howpublished =  {RFC 3544},
    publisher = {RFC Editor},
    doi =       {10.17487/RFC3544},
    url =       {https://www.rfc-editor.org/info/rfc3544},
    author =    {Stephen L. Casner and Thima Koren and Carsten Bormann},
    title =     {{IP Header Compression over PPP}},
    pagetotal = 14,
    year =      2003,
    month =     jul,
    abstract =  {This document describes an option for negotiating the use of header compression on IP datagrams transmitted over the Point-to-Point Protocol (RFC 1661). It defines extensions to the PPP Control Protocols for IPv4 and IPv6 (RFC 1332, RFC 2472). Header compression may be applied to IPv4 and IPv6 datagrams in combination with TCP, UDP and RTP transport protocols as specified in RFC 2507, RFC 2508 and RFC 3545. {[}STANDARDS-TRACK{]}},
}

@article{pancha1994mpeg,
  title={MPEG coding for variable bit rate video transmission},
  author={Pancha, Pramod and El Zarki, Magda},
  journal={IEEE communications magazine},
  volume={32},
  number={5},
  pages={54--66},
  year={1994},
  publisher={IEEE}
}

@article{li2001overview,
  title={Overview of fine granularity scalability in MPEG-4 video standard},
  author={Li, Weiping},
  journal={IEEE Transactions on circuits and systems for video technology},
  volume={11},
  number={3},
  pages={301--317},
  year={2001},
  publisher={IEEE}
}

@article{tye2003review,
  title={A review of IP packet compression techniques},
  author={Tye, C and Fairhurst, G},
  journal={Proc. PGNet},
  pages={13},
  year={2003},
  publisher={Citeseer}
}

@inproceedings{mirzasoleiman2020coresets,
  title={Coresets for data-efficient training of machine learning models},
  author={Mirzasoleiman, Baharan and Bilmes, Jeff and Leskovec, Jure},
  booktitle={International Conference on Machine Learning},
  pages={6950--6960},
  year={2020},
  organization={PMLR}
}

@article{lu2020robust,
  title={Robust coreset construction for distributed machine learning},
  author={Lu, Hanlin and Li, Ming-Ju and He, Ting and Wang, Shiqiang and Narayanan, Vijaykrishnan and Chan, Kevin S},
  journal={IEEE Journal on Selected Areas in Communications},
  volume={38},
  number={10},
  pages={2400--2417},
  year={2020},
  publisher={IEEE}
}

@book{verma2021federated,
  title={Federated AI for Real-World Business Scenarios},
  author={Verma, Dinesh C},
  year={2021},
  publisher={CRC Press}
}

@misc{verma2022non,
  title={Non-iterative federated learning},
  author={Verma, Dinesh C and Chakraborty, Supriyo},
  year={2022},
  month=feb # "~17",
  publisher={U.S. Patents},
  note={US Patent App. 16/991,120}
}