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references.bib
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@Article{Helle2009,
author={Helle, Knut},
title={Den primitivistiske vendingen i norsk historisk middelalderforskning},
year={2009},
volume={88},
number={04}, pages={572-609 E},
keywords={Historiography {\textperiodcentered} Knut Helle {\textperiodcentered} Middle Ages {\textperiodcentered} Norway {\textperiodcentered} Viking Age},
issn={0018-263X},
url={http://www.idunn.no/ht/2009/04/art09}
}
@Article {Aerohive,
author={Aerohive Networks},
title={Radio Resource Management in HiveOS},
url={https://media.aerohive.com/documents/1753540826_Aerohive-Solution_Brief-Radio_Resource_Management_in_HiveOS.pdf},
note={Technical report},
year={2011}
}
A. Networks, “Radio Resource Management in HiveOS,”
http://docs.aerohive.com/pdfs/Aerohive-Solution BriefRadio
Resource Management in HiveOS.pdf, Tech. Rep., 2011.
@misc{FSPL,
author={Wikipedia},
title={Free-space path loss --- Wikipedia, The Free Encyclopedia},
year={2017},
note={Accessed 4th July, 2017},
url={http://en.wikipedia.org/w/index.php?title=Free-space\%20path\%20loss&oldid=765763753},
}
@ONLINE{ciscoRRM,
author = "Cisco",
title = "Radio Resource Management under Unified Wireless Networks",
month = "May",
year = "2010",
url = {https://www.cisco.com/c/en/us/support/docs/wireless-mobility/wireless-lan-wlan/71113-rrm-new.html},
note={Accessed 16th Nov, 2017}
}
@misc{resfigit,
author = {Sven Zehl (szehl)},
title = {ResFi},
year = {2016},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {https://github.com/resfi/resfi}
}
@inproceedings{resfi,
Title = {ResFi: A Secure Framework for Self Organized Radio Resource Management in Residential WiFi Networks},
Author = {Zehl, Sven and Zubow, Anatolij and Wolisz, Adam and Döring, Michael},
Booktitle = {17th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (IEEE WoWMoM 2016)},
Year = {2016},
Location = {Coimbra, Portugal},
Month = {June},
Note = {accepted for publication},
Url = {http://www.tkn.tu-berlin.de/fileadmin/fg112/Papers/2016/zehl16resfi.pdf}
}
@article{CiscoVNI2017,
Author = {Cisco VNI, 2017},
Citeulike-Article-Id = {14472487},
Citeulike-Linkout-0 = {https://www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.html},
Day = {6},
Howpublished = {White Paper},
Month = jun,
Posted-At = {2017-11-07 09:45:15},
Priority = {3},
Publisher = {Cisco},
Title = {{Cisco Visual Networking Index: Forecast and Methodology, 2016--2021}},
Url = {https://www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.html},
Year = {2017},
Bdsk-Url-1 = {https://www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.html}}
@techreport{JSON,
Citeulike-Article-Id = {13414849},
Citeulike-Linkout-0 = {http://www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf},
Edition = {1st Edition},
Institution = {ECMA},
Key = {JSON},
Keywords = {ecma, json},
Month = oct,
Number = {Standard ECMA-404 1st Edition / October 2013},
Posted-At = {2014-10-31 11:59:00},
Priority = {2},
Title = {{The JSON Data Interchange Format}},
Url = {http://www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf},
Year = {2013},
Bdsk-Url-1 = {http://www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf}}
}
@article{virtues,
added-at = {2016-09-06T11:10:29.000+0200},
author = {Sinnott, Roger W},
biburl = {https://www.bibsonomy.org/bibtex/24db4305535386495d2eab881a68c99b8/becker},
interhash = {c5b584bdeeb0eed9e8ecd6a8e993899c},
intrahash = {4db4305535386495d2eab881a68c99b8},
journal = {Sky and Telescope},
keywords = {diss imported-verified inthesis phtotowalking},
number = 2,
pages = 158,
timestamp = {2017-01-03T11:05:32.000+0100},
title = {Virtues of the Haversine},
volume = 68,
year = 1984
}
@misc{chamberlain_2017,
Author = {Chamberlain, Robert G.},
Journal = {Cs.nyu.edu},
Title = {Computing Distances},
Url = {https://cs.nyu.edu/visual/home/proj/tiger/gisfaq.html},
Year = {1999},
note={Online: accessed 14-Nov-2017}
}
@article{Friis46,
Abstract = {{A simple transmission formula for a radio circuit is derived. The utility of the formula is emphasized and its limitations are discussed.}},
Author = {Friis, H. T.},
Citeulike-Article-Id = {1475019},
Citeulike-Linkout-0 = {http://dx.doi.org/10.1109/JRPROC.1946.234568},
Citeulike-Linkout-1 = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=1697062},
Doi = {10.1109/JRPROC.1946.234568},
Issn = {0096-8390},
Journal = {Proceedings of the Institute of Radio Engineers},
Keywords = {communication, free, loss, model, path, space, transmission, wireless},
Month = may,
Number = {5},
Pages = {254--256},
Posted-At = {2012-04-13 18:21:45},
Priority = {2},
Title = {{A Note on a Simple Transmission Formula}},
Url = {http://dx.doi.org/10.1109/JRPROC.1946.234568},
Volume = {34},
Year = {1946},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/JRPROC.1946.234568}}
@misc{Python3,
author={Python Software Foundation},
title={Python 3},
year={2017},
url={http://python.org},
note={Online: accessed 05-July-2017}
}
@misc{NetworkX,
author={A. Hagberg, D. Schult, P. Swart},
title={NetworkX},
year={2015},
url={https://networkx.github.io/documentation/networkx-1.10/},
note={Online: accessed 21-March-2018}}
@ONLINE{Wardriving,
author = {Wikipedia},
title = {Wardriving --- Wikipedia, The Free Encyclopedia},
year = {2017},
url = {http://en.wikipedia.org/w/index.php?title=Wardriving\&oldid=788183563},
note = {Online; accessed 09-July-2017}
}
@ONLINE {wigle,
author = "WiGLE",
title = "WiGLE: Wireless Network Mapping",
month = "jul",
year = "2017",
url = "https://wigle.net/"
}
@ONLINE{WigleAPI,
author = "WiGLE",
title = "WiGLE API ",
month = "nov",
year = "2017",
url = "https://api.wigle.net/swagger"
}
@ONLINE{Haversine,
author = {Wikipedia},
title = {Haversine Formula --- Wikipedia, The Free Encyclopedia},
year = {2017},
url = {https://en.wikipedia.org/wiki/Haversine_formula},
note = {Online; accessed 11-July-2017}
}
@article{Nichat,
Author = {Nichat, Mangesh},
Booktitle = {International Journal of Engineering Research and Applications(IJERA) ISSN: 2248-9622 Vol. 3, Issue 3, May-Jun 2013, pp.162},
Month = {05},
Title = {Landmark based shortest path detection by using Dijkestra Algorithm and Haversine Formula},
Year = {2013}}
@ARTICLE{DCFanalysis,
author={G. Bianchi},
journal={IEEE Journal on Selected Areas in Communications},
title={Performance analysis of the IEEE 802.11 distributed coordination function},
year={2000},
volume={18},
number={3},
pages={535-547},
keywords={IEEE standards;carrier sense multiple access;packet radio networks;standardisation;telecommunication standards;wireless LAN;CSMA/CA;DCF;IEEE 802.11 distributed coordination function;IEEE 802.11 protocol;MAC;analytical model;binary slotted exponential backoff;carrier sense multiple access;collision avoidance;ideal channel conditions;medium access control;packet transmission;performance analysis;standardization;terminals;threshold;throughput performance evaluation;wireless local area networks;Access protocols;Analytical models;Collision avoidance;Media Access Protocol;Multiaccess communication;Performance analysis;Physical layer;Throughput;Wireless LAN;Wireless application protocol},
doi={10.1109/49.840210},
ISSN={0733-8716},
month={March},}
@article{impactRF,
author = {Gummadi, Ramakrishna and Wetherall, David and Greenstein, Ben and Seshan, Srinivasan},
title = {Understanding and Mitigating the Impact of RF Interference on 802.11 Networks},
journal = {SIGCOMM Comput. Commun. Rev.},
issue_date = {October 2007},
volume = {37},
number = {4},
month = aug,
year = {2007},
issn = {0146-4833},
pages = {385--396},
numpages = {12},
url = {http://doi.acm.org/10.1145/1282427.1282424},
doi = {10.1145/1282427.1282424},
acmid = {1282424},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {802.11, RF interference, SINR, channel hopping, jamming},
}
@misc{Gartner,
author={Gartner},
title={Gartner Press Release},
year={2017},
url={http://http://www.gartner.com/newsroom/id/3598917
},
note={Online: accessed 26-September-2017}
}
@misc{wifialliance,
author={WiFi Alliance},
title={WiFi Alliance News Release},
year={2016},
url={https://www.wi-fi.org/news-events/newsroom/wi-fi-device-shipments-to-surpass-15-billion-by-end-of-2016},
note={Online: accessed 26-September-2017}
}
@ARTICLE{5ghz,
author={},
journal={IEEE Std 802.11j-2004},
title={IEEE Standard for Information Technology- Telecommunications and Information Exchange Between Systems- Local and Metropolitan Area Networks- Specific Requirements Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications Amendment 7: 4.9 GHz-5 GHz Operation in Japan},
year={2004},
volume={},
number={},
pages={1-40},
keywords={},
doi={10.1109/IEEESTD.2004.95388},
ISSN={},
month={},}
@inproceedings{Murty,
author = {Murty, Rohan and Padhye, Jitendra and Wolman, Alec and Welsh, Matt},
title = {Dyson: An Architecture for Extensible Wireless LANs},
booktitle = {Proceedings of the 2010 USENIX Conference on USENIX Annual Technical Conference},
series = {USENIXATC'10},
year = {2010},
location = {Boston, MA},
pages = {15--15},
numpages = {1},
url = {http://dl.acm.org/citation.cfm?id=1855840.1855855},
acmid = {1855855},
publisher = {USENIX Association},
address = {Berkeley, CA, USA},
}
@inproceedings{Suresh,
author = {Suresh, Lalith and Schulz-Zander, Julius and Merz, Ruben and Feldmann, Anja and Vazao, Teresa},
title = {Towards Programmable Enterprise WLANS with Odin},
booktitle = {Proceedings of the First Workshop on Hot Topics in Software Defined Networks},
series = {HotSDN '12},
year = {2012},
isbn = {978-1-4503-1477-0},
location = {Helsinki, Finland},
pages = {115--120},
numpages = {6},
url = {http://doi.acm.org/10.1145/2342441.2342465},
doi = {10.1145/2342441.2342465},
acmid = {2342465},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {enterprise wlans, odin, openflow, sdn, virtualization},
}
@inproceedings{Murty2,
author = {Murty, Rohan and Padhye, Jitendra and Chandra, Ranveer and Wolman, Alec and Zill, Brian},
title = {Designing High Performance Enterprise Wi-Fi Networks},
booktitle = {Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation},
series = {NSDI'08},
year = {2008},
isbn = {111-999-5555-22-1},
location = {San Francisco, California},
pages = {73--88},
numpages = {16},
url = {http://dl.acm.org/citation.cfm?id=1387589.1387595},
acmid = {1387595},
publisher = {USENIX Association},
address = {Berkeley, CA, USA},
}
@INPROCEEDINGS{SCIFI,
author={H. Balbi and N. Fernandes and F. Souza and R. Carrano and C. Albuquerque and D. Muchaluat-Saade and L. Magalhaes},
booktitle={2012 Global Information Infrastructure and Networking Symposium (GIIS)},
title={Centralized channel allocation algorithm for IEEE 802.11 networks},
year={2012},
volume={},
number={},
pages={1-7},
keywords={channel allocation;communication complexity;interference (signal);packet radio networks;public domain software;radio spectrum management;telecommunication control;wireless LAN;aggregate performance;central controllers;centralized channel allocation algorithm;controlled access points;infrastructured IEEE 802.11 networks;interference;low complexity algorithm;low cost devices;low cost equipment;managed access points;network administrators;open source software;operating channels;packet transmission;unmanaged networks;wireless environment;wireless networks;wireless spectrum;Channel allocation;Heuristic algorithms;IEEE 802.11 Standards;Interference;Proposals;Throughput;Wireless networks},
doi={10.1109/GIIS.2012.6466657},
ISSN={2150-3281},
month={Dec},}
@article{std80211,
author={Cole, Terry L. and Barber, Simon. eds. (2007)},
title ={Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications (IEEE Std 802.11-2007)},
journal={Local and Metropolitan Area Networks, Specific Requirements, IEEE Standard for Information technology— Telecommunications and information exchange between systems.},
year={2007},
publisher = {Piscataway, NJ: Institute of Electrical and Electronics Engineers},
isbn={0-7381-5656-6}
}
@ARTICLE{agglomerative,
author = {{M{\"u}llner}, D.},
title = "{Modern hierarchical, agglomerative clustering algorithms}",
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {1109.2378},
primaryClass = "stat.ML",
keywords = {Statistics - Machine Learning, Computer Science - Data Structures and Algorithms, 62H30, I.5.3},
year = 2011,
month = sep,
adsurl = {http://adsabs.harvard.edu/abs/2011arXiv1109.2378M},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@inproceedings{raftio,
author = {Ongaro, Diego and Ousterhout, John},
title = {In Search of an Understandable Consensus Algorithm},
booktitle = {Proceedings of the 2014 USENIX Conference on USENIX Annual Technical Conference},
series = {USENIX ATC'14},
year = {2014},
isbn = {978-1-931971-10-2},
location = {Philadelphia, PA},
pages = {305--320},
numpages = {16},
url = {http://dl.acm.org/citation.cfm?id=2643634.2643666},
acmid = {2643666},
publisher = {USENIX Association},
address = {Berkeley, CA, USA},
}
@article{lamport2001paxos,
title={Paxos made simple},
author={Lamport, Leslie and others},
journal={ACM Sigact News},
volume={32},
number={4},
pages={18--25},
year={2001}
}
@book {mackaymeans,
AUTHOR = {MacKay, David J. C.},
title = {Information theory, inference and learning algorithms},
PUBLISHER = {Cambridge University Press, New York},
YEAR = {2003},
PAGES = {284-292},
chapter = 20,
ISBN = {0-521-64298-1},
MRCLASS = {94-01 (68P30 68T05 92C20 94A15)},
MRNUMBER = {2012999},
MRREVIEWER = {Robert M. Baer},
}
@inproceedings{Sharma,
author = {Sharma, Navin Kumar},
title = {A Weighted Center of Mass Based Trilateration Approach for Locating Wireless Devices in Indoor Environment},
booktitle = {Proceedings of the 4th ACM International Workshop on Mobility Management and Wireless Access},
series = {MobiWac '06},
year = {2006},
isbn = {1-59593-488-X},
location = {Terromolinos, Spain},
pages = {112--115},
numpages = {4},
url = {http://doi.acm.org/10.1145/1164783.1164804},
doi = {10.1145/1164783.1164804},
acmid = {1164804},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {Kalman filter, RSSI, attenuation, center of mass, trilateration},
}
@book{chinneck,
chapter=9,
year=2006,
url={http://www.sce.carleton.ca/faculty/chinneck/po/Chapter9.pdf},
title={Practical optimization: a gentle introduction},
author={Chinneck, John W}
}
@article{ford1956,
title={Maximal flow through a network},
author={Ford, Lester R and Fulkerson, Delbert R},
journal={Canadian journal of Mathematics},
volume={8},
number={3},
pages={399--404},
year={1956}
}
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author = {Edmonds, Jack and Karp, Richard M.},
title = {Theoretical Improvements in Algorithmic Efficiency for Network Flow Problems},
journal = {J. ACM},
issue_date = {April 1972},
volume = {19},
number = {2},
month = apr,
year = {1972},
issn = {0004-5411},
pages = {248--264},
numpages = {17},
url = {http://doi.acm.org/10.1145/321694.321699},
doi = {10.1145/321694.321699},
acmid = {321699},
publisher = {ACM},
address = {New York, NY, USA},
}
@misc{networksx,
author = {Charles, P.W.D.},
title = {Project Title},
year = {2013},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/charlespwd/project-title}},
commit = {4f57d6a0e4c030202a07a60bc1bb1ed1544bf679}
}
@inproceedings{mahonen,
title={Automatic channel allocation for small wireless local area networks using graph colouring algorithm approach},
author={Mahonen, Petri and Riihijarvi, Janne and Petrova, Marina},
booktitle={Personal, Indoor and Mobile Radio Communications, 2004. PIMRC 2004. 15th IEEE International Symposium on},
volume={1},
pages={536--539},
year={2004},
organization={IEEE}
}
@article{Brelaz,
author = {Br{\'e}laz, Daniel},
title = {New Methods to Color the Vertices of a Graph},
journal = {Commun. ACM},
issue_date = {April 1979},
volume = {22},
number = {4},
month = apr,
year = {1979},
issn = {0001-0782},
pages = {251--256},
numpages = {6},
url = {http://doi.acm.org/10.1145/359094.359101},
doi = {10.1145/359094.359101},
acmid = {359101},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {NP-complete, balancing, comparison of the methods, graph coloring, graph structure, scheduling},
}
@misc{cisco_2009,
title={Wireless LAN Controller (WLC) FAQ},
url={https://www.cisco.com/c/en/us/support/docs/wireless/4400-series-wireless-lan-controllers/69561-wlc-faq.html},
journal={Cisco},
year={2009},
month={Oct},
note={Accessed 21. January, 2018}
}
@article{Denning,
author = {Comer, D. E. and Gries, David and Mulder, Michael C. and Tucker, Allen and Turner, A. Joe and Young, Paul R.},
editor = {Denning, Peter J.},
title = {Computing As a Discipline},
journal = {Commun. ACM},
issue_date = {Jan. 1989},
volume = {32},
number = {1},
month = jan,
year = {1989},
issn = {0001-0782},
pages = {9--23},
numpages = {15},
url = {http://doi.acm.org/10.1145/63238.63239},
doi = {10.1145/63238.63239},
acmid = {63239},
publisher = {ACM},
address = {New York, NY, USA},
}
@INPROCEEDINGS{Basagni,
author={S. Basagni},
booktitle={Parallel Architectures, Algorithms, and Networks, 1999. (I-SPAN '99) Proceedings. Fourth InternationalSymposium on},
title={Distributed clustering for ad hoc networks},
year={1999},
volume={},
number={},
pages={310-315},
keywords={computational complexity;parallel algorithms;ad hoc networks;distributed clustering;fully mobile network;hierarchical organization;mobile environment;network parameter;time complexity;Ad hoc networks;Clustering algorithms;Computer science;Electronic mail;Mobile computing;Network topology;Partitioning algorithms;Routing;Telecommunication network topology;Wireless networks},
doi={10.1109/ISPAN.1999.778957},
ISSN={1087-4089},
month={},}
@INPROCEEDINGS{Mamalis,
author={D. Gavalas and G. Pantziou and C. Konstantopoulos and B. Mamalis},
booktitle={2006 IEEE International Conference on Communications},
title={Clustering of Mobile Ad Hoc Networks: An Adaptive Broadcast Period Approach},
year={2006},
volume={9},
number={},
pages={4034-4039},
keywords={Adaptive systems;Broadcasting;Clustering algorithms;Clustering methods;Energy efficiency;Energy management;Mobile ad hoc networks;Routing;Scalability;Stability},
doi={10.1109/ICC.2006.255712},
ISSN={1550-3607},
month={June},}
@article{Bouldin,
author = {Davies, David L. and Bouldin, Donald W.},
title = {A Cluster Separation Measure},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
issue_date = {February 1979},
volume = {1},
number = {2},
month = feb,
year = {1979},
issn = {0162-8828},
pages = {224--227},
numpages = {4},
url = {http://dx.doi.org/10.1109/TPAMI.1979.4766909},
doi = {10.1109/TPAMI.1979.4766909},
acmid = {2053416},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA},
keywords = {Cluster, data partitions, multidimensional data analysis, parametric clustering, partitions, similarity measure},
}
@article{fitzner,
author = {Pfitzner, Darius and Leibbrandt, Richard and Powers, David},
title = {Characterization and Evaluation of Similarity Measures for Pairs of Clusterings},
journal = {Knowl. Inf. Syst.},
issue_date = {May 2009},
volume = {19},
number = {3},
month = may,
year = {2009},
issn = {0219-1377},
pages = {361--394},
numpages = {34},
url = {http://dx.doi.org/10.1007/s10115-008-0150-6},
doi = {10.1007/s10115-008-0150-6},
acmid = {1554491},
publisher = {Springer-Verlag New York, Inc.},
address = {New York, NY, USA},
keywords = {Cluster comparison, Clustering, Evaluation, Review, Similarity measures},
}
@Inbook{Coates2012,
author="Coates, Adam
and Ng, Andrew Y.",
editor="Montavon, Gr{\'e}goire
and Orr, Genevi{\`e}ve B.
and M{\"u}ller, Klaus-Robert",
title="Learning Feature Representations with K-Means",
bookTitle="Neural Networks: Tricks of the Trade: Second Edition",
year="2012",
publisher="Springer Berlin Heidelberg",
address="Berlin, Heidelberg",
pages="561--580",
abstract="Many algorithms are available to learn deep hierarchies of features from unlabeled data, especially images. In many cases, these algorithms involve multi-layered networks of features (e.g., neural networks) that are sometimes tricky to train and tune and are difficult to scale up to many machines effectively. Recently, it has been found that K-means clustering can be used as a fast alternative training method. The main advantage of this approach is that it is very fast and easily implemented at large scale. On the other hand, employing this method in practice is not completely trivial: K-means has several limitations, and care must be taken to combine the right ingredients to get the system to work well. This chapter will summarize recent results and technical tricks that are needed to make effective use of K-means clustering for learning large-scale representations of images. We will also connect these results to other well-known algorithms to make clear when K-means can be most useful and convey intuitions about its behavior that are useful for debugging and engineering new systems.",
isbn="978-3-642-35289-8",
doi="10.1007/978-3-642-35289-8_30",
url="https://doi.org/10.1007/978-3-642-35289-8_30"
}
@ARTICLE{sloyd,
author={S. Lloyd},
journal={IEEE Transactions on Information Theory},
title={Least squares quantization in PCM},
year={1982},
volume={28},
number={2},
pages={129-137},
keywords={Least-squares approximation;PCM communication;Quantization (signal);Signal quantization},
doi={10.1109/TIT.1982.1056489},
ISSN={0018-9448},
month={March},}
@article{murtycluster,
author = {Jain, A. K. and Murty, M. N. and Flynn, P. J.},
title = {Data Clustering: A Review},
journal = {ACM Comput. Surv.},
issue_date = {Sept. 1999},
volume = {31},
number = {3},
month = sep,
year = {1999},
issn = {0360-0300},
pages = {264--323},
numpages = {60},
url = {http://doi.acm.org/10.1145/331499.331504},
doi = {10.1145/331499.331504},
acmid = {331504},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {cluster analysis, clustering applications, exploratory data analysis, incremental clustering, similarity indices, unsupervised learning},
}