data_mining_urls.bib

%Introduction
@misc{netcraft:site,
  author = "Netcraft",
  title = "November 2014 Web Server Survey",
  year = "2014",
  url = {http://news.netcraft.com/archives/category/web-server-survey/}
}

@misc{mcafee:site,
  author = "McAfee",
  title = "McAfee Labs Threats Report: June 2014",
  year = "2014",
  url = {http://www.mcafee.com/uk/about/newsroom/research-reports.aspx}
}

@article{stanton2005analysis,
  title={Analysis of end user security behaviors},
  author={Stanton, Jeffrey M and Stam, Kathryn R and Mastrangelo, Paul and Jolton, Jeffrey},
  journal={Computers \& Security},
  volume={24},
  number={2},
  pages={124--133},
  year={2005},
  publisher={Elsevier}
}

@article{breivik2002abstract,
  title={Abstract misuse patterns - a new approach to security requirements},
  author={Breivik, GF},
  journal={Master Thesis. Dept of Information Science. Bergen, University of Bergen, N-5020 NORWAY},
  year={2002}
}

@book{kaeo2003designing,
  title={Designing network security},
  author={Kaeo, Merike},
  year={2003},
  publisher={Cisco Press}
}

@incollection{ludl2007effectiveness,
  title={On the effectiveness of techniques to detect phishing sites},
  author={Ludl, Christian and McAllister, Sean and Kirda, Engin and Kruegel, Christopher},
  booktitle={Detection of Intrusions and Malware, and Vulnerability Assessment},
  pages={20--39},
  year={2007},
  publisher={Springer}
}


@article{pawlak2008rough,
  title={Rough set theory},
  author={Pawlak, Zdzis{\l}aw and Polkowski, Lech and Skowron, Andrzej},
  journal={Wiley Encyclopedia of Computer Science and Engineering},
  year={2008},
  publisher={Wiley Online Library}
}

 @book{liu1998feature,
  title={Feature extraction, construction and selection: A data mining perspective},
  author={Liu, Huan and Motoda, Hiroshi},
  year={1998},
  publisher={Springer Science \& Business Media}
}

@article{jensen2005semantics,
  title={Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches},
  author={Jensen, Richard and Shen, Qiang},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={17},
  number={1},
  pages={1},
  year={2005}
}

@INPROCEEDINGS{John94irrelevantfeatures,
    author = {George H. John and Ron Kohavi and Karl Pfleger},
    title = {Irrelevant Features and the Subset Selection Problem},
    booktitle = {MACHINE LEARNING: PROCEEDINGS OF THE ELEVENTH INTERNATIONAL},
    year = {1994},
    pages = {121--129},
    publisher = {Morgan Kaufmann}
}

@article{shen2007rough,
  title={Rough sets, their extensions and applications},
  author={Shen, Qiang and Jensen, Richard},
  journal={International Journal of Automation and Computing},
  volume={4},
  number={3},
  pages={217--228},
  year={2007},
  publisher={Springer}
}

@article{zhong2001using,
  title={Using rough sets with heuristics for feature selection},
  author={Zhong, Ning and Dong, Juzhen and Ohsuga, Setsuo},
  journal={Journal of intelligent information systems},
  volume={16},
  number={3},
  pages={199--214},
  year={2001},
  publisher={Springer}
}


@article{jensen2007fuzzy,
  title={Fuzzy-rough sets assisted attribute selection},
  author={Jensen, Richard and Shen, Qiang},
  journal= {IEEE Transactions on Fuzzy Systems},
  volume={15},
  number={1},
  pages={73--89},
  year={2007},
  publisher={IEEE}
}

@inproceedings{ECTA,
  title={Going a Step Beyond the Black and White Lists for URL Accesses in the Enterprise by means of Categorical Classifiers},
  author={Mora, AM and De las Cuevas, P and Merelo, JJ},
  booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications (ECTA)},
  publisher={SCITEPRESS},
  pages={125--134},
  year={2014}
}

@book{cheswick2003firewalls,
  title={Firewalls and Internet security: repelling the wily hacker},
  author={Cheswick, William R and Bellovin, Steven M and Rubin, Aviel D},
  year={2003},
  publisher={Addison-Wesley Longman Publishing Co., Inc.}
}

@ARTICLE{Bayesian_Classifier_97,
	AUTHOR       = "Domingos, Pedro and Pazzani, Michael",
	TITLE        = "On the optimality of the simple Bayesian classifier under zero-one loss",
	JOURNAL      = "Machine Learning",
	YEAR         = "1997",
	VOLUME       = "29",
	PAGES        = "103--137"
}

@article{imbalance_techniques_02,
 author = {Japkowicz, Nathalie and Stephen, Shaju},
 title = {The Class Imbalance Problem: A Systematic Study},
 journal = {Intell. Data Anal.},
 issue_date = {October 2002},
 volume = {6},
 number = {5},
 month = oct,
 year = {2002},
 issn = {1088-467X},
 pages = {429--449},
 numpages = {21},
 url = {http://dl.acm.org/citation.cfm?id=1293951.1293954},
 acmid = {1293954},
 publisher = {IOS Press},
 address = {Amsterdam, The Netherlands, The Netherlands},
 keywords = {C5.0, Multi-Layer Perceptrons, Support Vector Machines, class imbalances, concept learning, misclassification costs, re-sampling},
}

@article{smote_02,
 author = {Chawla, Nitesh V. and Bowyer, Kevin W. and Hall, Lawrence O. and Kegelmeyer, W. Philip},
 title = {SMOTE: Synthetic Minority Over-sampling Technique},
 journal = {J. Artif. Int. Res.},
 issue_date = {January 2002},
 volume = {16},
 number = {1},
 month = jun,
 year = {2002},
 issn = {1076-9757},
 pages = {321--357},
 numpages = {37},
 url = {http://dl.acm.org/citation.cfm?id=1622407.1622416},
 acmid = {1622416},
 publisher = {AI Access Foundation},
 address = {USA},
}

@incollection{imbalanced_data_05,
year={2005},
isbn={978-0-387-24435-8},
booktitle={Data Mining and Knowledge Discovery Handbook},
editor={Maimon, Oded and Rokach, Lior},
doi={10.1007/0-387-25465-X_40},
title={Data Mining for Imbalanced Datasets: An Overview},
url={http://dx.doi.org/10.1007/0-387-25465-X_40},
publisher={Springer US},
keywords={imbalanced datasets; classification; sampling; ROC; cost-sensitive measures; precision and recall},
author={Chawla, NiteshV.},
pages={853-867}
}

@incollection{datamining_imbalanced_10,
year={2010},
isbn={978-0-387-09822-7},
booktitle={Data Mining and Knowledge Discovery Handbook},
editor={Maimon, Oded and Rokach, Lior},
doi={10.1007/978-0-387-09823-4_45},
title={Data Mining for Imbalanced Datasets: An Overview},
url={http://dx.doi.org/10.1007/978-0-387-09823-4_45},
publisher={Springer US},
keywords={imbalanced datasets; classification; sampling; ROC; cost-sensitive measures; precision and recall},
author={Chawla, NiteshV.},
pages={875-886},
language={English}
}

@inproceedings{random_undersampling_08,
author={Xinjian Guo and Yilong Yin and Cailing Dong and Goping Yang and Guangtong Zhou},
booktitle={Natural Computation, 2008. ICNC '08. Fourth International Conference on},
title={On the Class Imbalance Problem},
year={2008},
month={Oct},
volume={4},
pages={192-201},
keywords={learning (artificial intelligence);class imbalance problem;evaluation metrics;machine learning;Biomedical monitoring;Computer science;Condition monitoring;Data mining;Diseases;Fault detection;Intrusion detection;Machine learning;Machine learning algorithms;Radar detection},
doi={10.1109/ICNC.2008.871},}

@incollection{cost_adjustment_07,
year={2007},
isbn={978-3-540-71804-8},
booktitle={Applications of Evolutionary Computing},
volume={4448},
series={Lecture Notes in Computer Science},
editor={Giacobini, Mario},
doi={10.1007/978-3-540-71805-5_19},
title={A Genetic Programming Approach for Bankruptcy Prediction Using a Highly Unbalanced Database},
url={http://dx.doi.org/10.1007/978-3-540-71805-5_19},
publisher={Springer Berlin Heidelberg},
author={Alfaro-Cid, Eva and Sharman, Ken and Esparcia-Alc\'azar, AnnaI.},
pages={169-178}
}

@book{GP_Koza92,
    author  = {J. R. Koza},
    title   = {Genetic Programming: On the programming of computers by means of natural selection},
    publisher   = {MIT Press},
    year    = 1992,
    address = {Cambridge, MA},
}

@book{GAs_Michalewicz96,
	title = {Genetic Algorithms + Data Structures = Evolution Programs},
	author = {Zbigniew Michalewicz},
	publisher = {Springer},
	edition= "Third",
	year = {1996}
}

@book{GAs_Goldberg89,
  author = 	 "David E. Goldberg",
  title = 	 "Genetic Algorithms in search, optimization and machine learning",
  publisher = 	 "Addison Wesley",
  year = 	 1989
}

@inproceedings{Genitor_whitley,
  added-at = {2008-02-26T11:58:58.000+0100},
  author = {Whitley, Darrell and Kauth, Joan},
  biburl = {http://www.bibsonomy.org/bibtex/29a0dbd2f7b4d86821e7448581ffe4cbc/schaul},
  booktitle = {Proceedings of the 1988 Rocky Mountain Conference on Artificial Intelligence},
  citeulike-article-id = {2379756},
  description = {idsia},
  interhash = {3192acc12cc04b71f42e764c9bc3a89a},
  intrahash = {9a0dbd2f7b4d86821e7448581ffe4cbc},
  keywords = {nn},
  organization = {Computer Science Department, Colorado State University},
  pages = {118--130},
  priority = {2},
  timestamp = {2008-02-26T11:58:58.000+0100},
  title = {{GENITOR}: {A} Different Genetic Algorithm},
  year = 1988
}



@ARTICLE{Herrera03ataxonomy,
author = {F. Herrera and M. Lozano and A. M. S\'anchez},
title = {A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study},
journal = {International Journal of Intelligent Systems},
year = {2003},
volume = {18},
pages = {309--338}
}
@Book{EvoCompII,
title = {Evolutionary Computation 2: Advanced Algorithms and Operations},
publisher = {Taylor and Francis; 1st edition},
year = {2000},
editor = {Thomas Back and D. B. Fogel and Z. Michalewicz},
edition = {1},
isbn = {978-0750306652},
}
@Book{EvoCompI,
title = {Evolutionary Computation 1: Basic Algorithms and Operators},
publisher = {Taylor and Francis; 1st edition},
year = {2000},
editor = {Thomas Back and D. B. Fogel and Z. Michalewicz},
edition = {1},
isbn = {978-0750306645},
}

@Book{EAs_Back96,
  author =    "T. Back",
  title =     "Evolutionary algorithms in theory and practice",
  publisher = "Oxford University Press",
  year =      1996
}

@Book{Michalewicz92,
  author =    "Z. Michalewicz",
  title =     "Genetic Algorithms + Data Structures = Evolution Programs",
  publisher = "Springer-Verlag",
  year =      1992
}

@Book{Michalewicz96,
  author =    "Z. Michalewicz",
  title =     "Genetic Algorithms + Data Structures = Evolution
		  Programs , Third, Extended Edition",
  publisher = "Springer-Verlag",
  year =      1996
}


@Book{MelanieMitchell98,
  author =    "Melanie Mitchell",
  title =     "An Introduction to Genetic Algorithms (Complex Adaptive Systems) ",
  publisher = "The MIT Press",
  isbn = "978-0262631853",
  year =      1998
}
@Book{Michalewicz2004,
  author =    "Z. Michalewicz and D.B. Fogel",
  title =     "How to Solve It: Modern Heuristics",
  edition= "2",
  publisher = "Springer-Verlag",
  isbn = "978-3540660613",
  year =      2004
}

	
@article{EIBEN2011,
title = "Parameter tuning for configuring and analyzing evolutionary algorithms",
journal = "Swarm and Evolutionary Computation",
volume = "In Press, Corrected Proof",
year = "2011",
issn = "2210-6502",
doi = "DOI: 10.1016/j.swevo.2011.02.001",
author = "A.E. Eiben and S.K. Smit",
}

@ARTICLE{Coevolution95,
	AUTHOR       = "J. Paredis",
	TITLE        = "Coevolutionary computation",
	JOURNAL      = "Artificial Life",
	YEAR         = "1995",
	VOLUME       = "2",
	PAGES        = "355--375",
}



@article{Paredis_CEA,
 author = {Paredis, Jan},
 title = {Coevolutionary computation},
 journal = {Artif. Life},
 issue_date = {Summer 1995},
 volume = {2},
 number = {4},
 month = aug,
 year = {1995},
 issn = {1064-5462},
 pages = {355--375},
 numpages = {21},
 url = {http://dx.doi.org/10.1162/artl.1995.2.355},
 doi = {10.1162/artl.1995.2.355},
 acmid = {246562},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
 keywords = {arms races, coevolution, constraint satisfaction, epistasis, genetic algorithms, life-time fitness evaluation, neural networks, predator-prey relations, symbiosis},
}

@incollection{Potter_cooperative_coevolution,
year={1994},
isbn={978-3-540-58484-1},
booktitle={Parallel Problem Solving from Nature - PPSN III},
volume={866},
series={Lecture Notes in Computer Science},
editor={Davidor, Yuval and Schwefel, Hans-Paul and M\"anner, Reinhard},
doi={10.1007/3-540-58484-6_269},
title={A cooperative coevolutionary approach to function optimization},
url={http://dx.doi.org/10.1007/3-540-58484-6_269},
publisher={Springer Berlin Heidelberg},
author={Potter, MitchellA. and Jong, KennethA.},
pages={249-257}
}

% ===================== Artículo Data Mining Urls =====================

@misc{drools:doc,
  author = "The JBoss Drools Team",
  title = "Drools Documentation. Version 6.0.1.Final",
  year = "2013",
  url = {http://docs.jboss.org/drools/release/6.0.1.Final/drools-docs/html/index.html}
}

@misc{drools:site,
  author = "The JBoss Drools Team",
  title = "Drools Website",
  year = "2013",
  url = {http://www.jboss.org/drools.html}
}

@misc{squid:site,
  author = "Squid Team",
  title = "Squid Website",
  year = "2013",
  url = {http://www.squid-cache.org/}
}

@Book{DuaneWessels2004,
  author =    "Duane Wessels",
  title =     "Squid: The Definitive Guide",
  edition= "1",
  publisher = "O'Reilly Media, Inc.",
  isbn = "978-0-596-00162-9",
  year =      2004
}

@article{Breiman2001,
   author = {Leo Breiman},
   journal = {Machine Learning},
   number = {1},
   pages = {5-32},
   title = {Random Forests},
   volume = {45},
   year = {2001}
}

@article{Quinlan1987,
   author = {J. R. Quinlan},
   journal = {Man-Machine Studies},
   number = {3},
   pages = {221-234},
   title = {Simplifying decision trees},
   volume = {27},
   year = {1987}
}

@book{Quinlan1993,
   address = {San Mateo, CA},
   author = {J. R. Quinlan},
   publisher = {Morgan Kaufmann Publishers},
   title = {C4.5: Programs for Machine Learning},
   year = {1993}
}

@inproceedings{Frank1998,
   author = {Eibe Frank and Ian H. Witten},
   booktitle = {Fifteenth International Conference on Machine Learning},
   editor = {J. Shavlik},
   pages = {144-151},
   publisher = {Morgan Kaufmann},
   title = {Generating Accurate Rule Sets Without Global Optimization},
   year = {1998},
   PS = {http://www.cs.waikato.ac.nz/\~eibe/pubs/ML98-57.ps.gz}
}

@article{Elomaa2001,
   author = {T. Elomaa and M. Kaariainen},
   journal = {Artificial Intelligence Research},
   number = {-},
   pages = {163-187},
   title = {An Analysis of Reduced Error Pruning},
   volume = {15},
   year = {2001}
}

@mastersthesis{Martin1995,
   address = {Hamilton, New Zealand},
   author = {Brent Martin},
   school = {University of Waikato},
   title = {Instance-Based learning: Nearest Neighbor With Generalization},
   year = {1995}
}

@book{Frank2011,
  author = {Eibe Frank and Ian H. Witten},
  edition = {Third},
  howpublished = {Paperback},
  isbn = {978-0-12-374856-0},
  month = {February},
  publisher = {Morgan Kaufmann Publishers},
  title = {Data Mining: Practical Machine Learning Tools and Techniques},
  year = 2011
}

@inproceedings{Hsinchun2003,
   author = {Hsinchun Chen and Wingyan Chung and Yi Qin and Michael Chau and Jennifer Jie Xu and Gang Wang and Rong Zheng and Homa Atabakhsh},
   booktitle = {Proceedings of the 3rd National Conference for Digital Government Research (dg.o 2003)},
   volume = {130},
   pages = {1-5},
   publisher = {Digital Government Society of North America},
   title = {Crime Data Mining: An Overview and Case Studies},
   year = {2003}
}

@article{DeVel2001,
   author = {O. de Vel and A. Anderson and M. Corney and G. Mohay},
   journal = {SIGMOD Record},
   number = {4},
   pages = {55-64},
   title = {Mining E-mail Content for Author Identification Forensics},
   volume = {30},
   year = {2001}
}

@inproceedings{Clifton1996,
   author = {Chris Clifton and Don Marks},
   booktitle = {ACM SIGMOD Workshop on Research Issues on Data Mining and Knowledge Discovery},
   pages = {15-19},
   title = {Security and Privacy Implications of Data Mining.},
   year = {1996}
}

% -------- Otras Refs útiles ----------------

@ARTICLE{Opp_Security11,
	AUTHOR = "R. Oppliger",
	TITLE = "Security and Privacy in an Online World",
	JOURNAL = "IEEE Computer",
	VOLUME = {44},
	NUMBER = {9},
	PAGES = {21-22},
	MONTH = "September",
	YEAR = {2011}	
}

@INBOOK{BYOD13,
	AUTHOR       = "Bacik, S.",
	TITLE        = "Information Security Management Handbook",
	CHAPTER      = {Security Implications of Bring Your Own Device, IT Consumerization, and Managing User Choices},
	PAGES    = "133-142",
	YEAR         = "2013",
	VOLUME       = "7",
	EDITION      = "Sixth"
}


% ------- Data Mining and Machine Learning --------

@inproceedings{classification_67,
  title={Some methods for classification and analysis of multivariate observations},
  author={MacQueen, James and others},
  booktitle={Proceedings of the fifth Berkeley symposium on mathematical statistics and probability},
  pages={281-297},
  number={14},
  year={1967},
  organization={California, USA}
}

@book{BigData_11,
 author = {Ratner, Bruce},
 title = {Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition},
 year = {2011},
 isbn = {1439860912, 9781439860915},
 edition = {2nd},
 publisher = {CRC Press, Inc.},
 address = {Boca Raton, FL, USA},
}

@BOOK{MachineLearning_Bishop06,
	AUTHOR       = "C.M. Bishop",
	TITLE        = "Pattern recognition and Machine Learning",
	PUBLISHER    = "Springer",
	YEAR         = "2006"
}

@ARTICLE{DataMining_Lee01,
	AUTHOR       = "Sang Jun Lee and Keng Siau",
	TITLE        = "A review of data mining techniques",
	JOURNAL      = "Industrial Management \& Data Systems",
	YEAR         = "2001",
	VOLUME       = "101",
	NUMBER       = "1",
	PAGES        = "41-46"
}

% ------------------- Para usar en el SotA ------------------

@inproceedings{user_classification_ml_13,
 author = {Leontjeva, Anna and Goldszmidt, Moises and Xie, Yinglian and Yu, Fang and Abadi, Mart\'{\i}n},
 title = {Early Security Classification of Skype Users via Machine Learning},
 booktitle = {Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security},
 series = {AISec '13},
 year = {2013},
 isbn = {978-1-4503-2488-5},
 location = {Berlin, Germany},
 pages = {35-44},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/2517312.2517322},
 doi = {10.1145/2517312.2517322},
 acmid = {2517322},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {fraud detection, machine learning, social graph},
}

@ARTICLE{PatternMining_Han07,
	 author = {Han, Jiawei and Cheng, Hong and Xin, Dong and Yan, Xifeng},
 title = {Frequent Pattern Mining: Current Status and Future Directions},
 journal = {Data Min. Knowl. Discov.},
 volume = {15},
 number = {1},
 year = {2007},
 pages = {55-86},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA}
}

@TECHREPORT{computer_security_80,
	AUTHOR       = "Anderson, A. J. P.",
	TITLE        = "Computer Security Threat Monitoring and
Surveillance",
	INSTITUTION  = "James P. Anderson Co.",
	YEAR         = "1980",
	ADDRESS      = "Fort Washington, PA"
}

@inproceedings{cognitive_security_08,
 author = {Greenstadt, Rachel and Beal, Jacob},
 title = {Cognitive Security for Personal Devices},
 booktitle = {Proceedings of the 1st ACM Workshop on Workshop on AISec},
 series = {AISec '08},
 year = {2008},
 isbn = {978-1-60558-291-7},
 location = {Alexandria, Virginia, USA},
 pages = {27-30},
 numpages = {4},
 url = {http://doi.acm.org/10.1145/1456377.1456383},
 doi = {10.1145/1456377.1456383},
 acmid = {1456383},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {artificial intelligence, authentication, biometrics, security automation},
}

@inproceedings{user-controllable_learning_08,
 author = {Kelley, Patrick Gage and Hankes Drielsma, Paul and Sadeh, Norman and Cranor, Lorrie Faith},
 title = {User-controllable Learning of Security and Privacy Policies},
 booktitle = {Proceedings of the 1st ACM Workshop on Workshop on AISec},
 series = {AISec '08},
 year = {2008},
 isbn = {978-1-60558-291-7},
 location = {Alexandria, Virginia, USA},
 pages = {11-18},
 numpages = {8},
 url = {http://doi.acm.org/10.1145/1456377.1456380},
 doi = {10.1145/1456377.1456380},
 acmid = {1456380},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {security and privacy policies, usable security, user-controllable learning},
}

@inproceedings{inferring_policies_socialnetworks_09,
 author = {Danezis, George},
 title = {Inferring Privacy Policies for Social Networking Services},
 booktitle = {Proceedings of the 2Nd ACM Workshop on Security and Artificial Intelligence},
 series = {AISec '09},
 year = {2009},
 isbn = {978-1-60558-781-3},
 location = {Chicago, Illinois, USA},
 pages = {5-10},
 numpages = {6},
 url = {http://doi.acm.org/10.1145/1654988.1654991},
 doi = {10.1145/1654988.1654991},
 acmid = {1654991},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {cohesive groups, privacy, social networks},
}

@inproceedings{sec_policy_evolution_gp_08,
 author = {Lim, Yow Tzu and Cheng, Pau Chen and Rohatgi, Pankaj and Clark, John Andrew},
 title = {MLS Security Policy Evolution with Genetic Programming},
 booktitle = {Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation},
 series = {GECCO '08},
 year = {2008},
 isbn = {978-1-60558-130-9},
 location = {Atlanta, GA, USA},
 pages = {1571--1578},
 numpages = {8},
 url = {http://doi.acm.org/10.1145/1389095.1389395},
 doi = {10.1145/1389095.1389395},
 acmid = {1389395},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {MLS, genetic programming, policy inference, security policy},
}

@INPROCEEDINGS{pol_evol_gp_3_approaches_08,
author={Yow Tzu Lim and Pau Chen Cheng and Clark, J.A. and Rohatgi, P.},
booktitle={Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on},
title={Policy evolution with Genetic Programming: A comparison of three approaches},
year={2008},
month={June},
pages={1792-1800},
keywords={fuzzy reasoning;fuzzy set theory;genetic algorithms;symbol manipulation;IF-THEN rules inference;de-fuzzification methods;fuzzification methods;fuzzy membership functions inference;genetic programming;policy evolution;security policies;symbolic regression;Computer science;Computer security;Costs;Decision making;Genetic programming;Humans;Military computing;Privacy;Risk management;US Government},
doi={10.1109/CEC.2008.4631032},
}

@incollection{rule_generation_gp_09,
year={2009},
isbn={978-3-642-04090-0},
booktitle={Computational Intelligence in Security for Information Systems},
volume={63},
series={Advances in Intelligent and Soft Computing},
editor={Herrero, \'Alvaro and Gastaldo, Paolo and Zunino, Rodolfo and Corchado, Emilio},
doi={10.1007/978-3-642-04091-7_16},
title={Automatic Rule Generation Based on Genetic Programming for Event Correlation},
url={http://dx.doi.org/10.1007/978-3-642-04091-7_16},
publisher={Springer Berlin Heidelberg},
keywords={Event Correlation; Rule Generation; Genetic Programming; Network Security Management},
author={Suarez-Tangil, G. and Palomar, E. and Fuentes, J.M. and Blasco, J. and Ribagorda, A.},
pages={127-134}
}

@INPROCEEDINGS{MUSES_SAC_14,
	AUTHOR       = "Mora, A.M. and De las Cuevas, P. and Merelo, J.J and Zamarripa, S. and Juan, M. and Esparcia-Alc\'azar, A.I. and Burvall, M. and Arfwedson, H. and Hodaie, Z.",
	TITLE        = "{MUSES: A corporate user-centric system which applies computational intelligence methods}",
	BOOKTITLE    = "29th Symposium On Applied Computing",
	YEAR         = "2014",
	EDITOR       = "Dongwan Shin et al.",
	PAGES        = "1719-1723"
}

@inproceedings{Khonji2011,
 author = {Khonji, M. and Jones, A. and Iraqi, Y.},
 title = {A NOVEL PHISHING CLASSIFICATION BASED ON URL FEATURES},
 booktitle = {GCC Conference and Exhibition (GCC)},
 year = {2011},
 isbn = {978-1-61284-118-2 },
 location = {Dubai},
 pages = {221-224},
 numpages = {8},
 url = {http://dx.doi.org/10.1109/IEEEGCC.2011.5752505},
 doi = {10.1109/IEEEGCC.2011.5752505},
 acmid = {11962362},
 publisher = {IEE},
 keywords = {Phishing, classification, URL},
}

@inproceedings{Sheng2009,
 author = {Sheng, S. and Wardman, B. and Warner, G. and Cranor, L.F. and Hong, J. and Zhang, C.},
 title = {An Empirical Analysis of Phishing Blacklists},
 booktitle = {CEAS 2009 - Sixth Conference on Email and Anti-Spam},
 year = {2009},
 location = {Mountain View, California USA},
 url = {http://ceas.cc/2009/papers/ceas2009-paper-32.pdf},
 publisher = {CEAS},
}

@INPROCEEDINGS{muses_sotics_13,
	AUTHOR       = "Seigneur, J-M and K{\"o}lndorfer, P. and Busch, M. and Hochleitner, C.",
	TITLE        = "{A Survey of Trust and Risk Metrics for a BYOD Mobile Working World}",
	BOOKTITLE    = "Third International Conference on Social Eco-Informatics",
	YEAR         = "2013"
}

@inproceedings{Blanco2011,
 author = {Blanco, L. and Dalvi, N. and Machanavajjhala, A.},
 title = {Highly efficient algorithms for structural clustering of large websites},
 booktitle = {WWW '11 Proceedings of the 20th international conference on World wide web.},
 year = {2011},
 isbn = {978-1-4503-0632-4},
 pages = {437-446},
 url = {http://dl.acm.org/citation.cfm?id=1963405.1963468},
 doi = {10.1145/1963405.1963468},
 publisher = {ACM},
}

%JRip

@inproceedings{cohen1995fast,
  title={Fast effective rule induction},
  author={Cohen, William W},
  booktitle={Proceedings of the twelfth international conference on machine learning},
  pages={115--123},
  year={1995}
}

% State of the Art DB maintenance

@article{wilson2001maintaining,
  title={Maintaining Case-Based Reasoners: Dimensions and Directions},
  author={Wilson, David C and Leake, David B},
  journal={Computational Intelligence},
  volume={17},
  number={2},
  pages={196--213},
  year={2001},
  publisher={Wiley Online Library}
}

@article{zeineb2014thesis,
  title={New Danger Classification Methods in an Imprecise Framework},
  author={Chelly, Zeineb},
  journal={PhD Thesis. Laboratoire de Recherche Op\'erationelle de D\'ecision et de Contr\^ole de Processus, Institut Sup\'erieur de Gestion, Tunisia.},
  year={2014}
}


% State of the art url filtering

@article{Ma_Url11,
 author = {Ma, J. and Saul, L. K. and Savage, S. and Voelker, G. M.},
 title = {Learning to detect malicious URLs},
 journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
 issue_date = {April 2011},
 volume = {2},
 number = {3},
 month = apr,
 year = {2011},
 numpages = {24},
 doi = {10.1145/1961189.1961202},
 publisher = {ACM New York, NY, USA},
 keywords = {Algorithms, Security, Online Learning, malicious Web sites.}
}

@inproceedings{Zhang_cantina07,
  title={Cantina: a content-based approach to detecting phishing web sites},
  author={Zhang, Y. and Hong, J. I. and Cranor, L. F.},
  booktitle={Proceedings of the 16th international conference on World Wide Web.},
  pages={639-648},
  year={2007},
  isbn = {978-1-59593-654-7},
  doi = {10.1145/1242572.1242659},
  numpages = {10},
  organization={WWW '07}
}

@inproceedings{Kan_URL05,
  title={Fast webpage classification using URL features},
  author={Kan, M-Y. and Thi, H. O. M.},
  booktitle={Proceedings of the 14th ACM international conference on Information and knowledge management.},
  pages={325-333},
  year={2005},
  isbn = {1-59593-140-6},
  doi = {10.1145/1099554.1099649},
  numpages = {9},
  organization={ACM New York, NY, USA},
  keywords = {Uniform resource locator, word segmentation, maximum entropy, text categorization, webpage classification}
}

@misc{whiteblack_list,
  author = {Kevin Townsend},
  title = {Whitelisting Vs Blacklisting},
  month = aug,
  year = {2011},
  webpage = {http://kevtownsend.wordpress.com/2011/08/24/whitelisting-vs-blacklisting/}
}

@misc{harris2003next,
  title={The next step in the spam control war: Greylisting},
  author={Harris, Evan},
  year={2003},
  webpage = {http://projects.puremagic.com/greylisting/whitepaper.html}
}

%State of the Art related works

@article{blanzieri2008,
year={2008},
issn={0269-2821},
journal={Artificial Intelligence Review},
volume={29},
number={1},
doi={10.1007/s10462-009-9109-6},
title={A survey of learning-based techniques of email spam filtering},
webpage={http://dx.doi.org/10.1007/s10462-009-9109-6},
publisher={Springer Netherlands},
keywords={Spam filtering; Machine learning},
author={Blanzieri, Enrico and Bryl, Anton},
pages={63-92},
language={English}
}

% Methodology

@misc{squid_logs,
  author = {Squid Team},
  title = {Squid FAQ - Squid Log Files},
  year = {2014},
  webpage = {http://docstore.mik.ua/squid/FAQ-6.html},
  lastaccess = {September, 2014}
}

@misc{squid_wiki,
  author = {Squid Wiki},
  title = {Squid Hierarchy},
  year = {2014},
  webpage = {http://wiki.squid-cache.org/Features/CacheHierarchy},
  lastaccess = {September, 2014}
}

% Methodology

@misc{weka:site,
  author = {University of Waikato},
  title = {Weka},
  year = {1993},
  webpage = {http://www.cs.waikato.ac.nz/~ml/weka/},
  lastaccess = {September, 2014}
}