bibliography.bib

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%%%     date            = "2 April 2012",
%%%     filename        = "acmsmall-sample-bibfile.bib",
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%%%                        that 'match' the examples provided in the Specifications Document
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%%%                        so as to obtain the appropriate ACM Reference Format output.
%%%			   It also contains many 'Standard Abbreviations'. "
%%%  }
%%% ====================================================================

%% Journals

% First the Full Name is given, then the abbreviation used in the AMS Math
% Reviews, with an indication if it could not be found there.
% Note the 2nd overwrites the 1st, so swap them if you want the full name.

%{AMS}
@string{AMSTrans = "American Mathematical Society Translations" }
@string{AMSTrans = "Amer. Math. Soc. Transl." }
@string{BullAMS = "Bulletin of the American Mathematical Society" }
@string{BullAMS = "Bull. Amer. Math. Soc." }
@string{ProcAMS = "Proceedings of the American Mathematical Society" }
@string{ProcAMS = "Proc. Amer. Math. Soc." }
@string{TransAMS = "Transactions of the American Mathematical Society" }
@string{TransAMS = "Trans. Amer. Math. Soc." }

%ACM
@string{CACM = "Communications of the {ACM}" }
@string{CACM = "Commun. {ACM}" }
@string{CompServ = "Comput. Surveys" }
@string{JACM = "J. ACM" }
@string{ACMMathSoft = "{ACM} Transactions on Mathematical Software" }
@string{ACMMathSoft = "{ACM} Trans. Math. Software" }
@string{SIGNUM = "{ACM} {SIGNUM} Newsletter" }
@string{SIGNUM = "{ACM} {SIGNUM} Newslett." }

@string{AmerSocio = "American Journal of Sociology" }
@string{AmerStatAssoc = "Journal of the American Statistical Association" }
@string{AmerStatAssoc = "J. Amer. Statist. Assoc." }
@string{ApplMathComp = "Applied Mathematics and Computation" }
@string{ApplMathComp = "Appl. Math. Comput." }
@string{AmerMathMonthly = "American Mathematical Monthly" }
@string{AmerMathMonthly = "Amer. Math. Monthly" }
@string{BIT = "{BIT}" }
@string{BritStatPsych = "British Journal of Mathematical and Statistical Psychology" }
@string{BritStatPsych = "Brit. J. Math. Statist. Psych." }
@string{CanMathBull = "Canadian Mathematical Bulletin" }
@string{CanMathBull = "Canad. Math. Bull." }
@string{CompApplMath = "Journal of Computational and Applied Mathematics" }
@string{CompApplMath = "J. Comput. Appl. Math." }
@string{CompPhys = "Journal of Computational Physics" }
@string{CompPhys = "J. Comput. Phys." }
@string{CompStruct = "Computers and Structures" }
@string{CompStruct = "Comput. \& Structures" }
@string{CompJour = "The Computer Journal" }
@string{CompJour = "Comput. J." }
@string{CompSysSci = "Journal of Computer and System Sciences" }
@string{CompSysSci = "J. Comput. System Sci." }
@string{Computing = "Computing" }
@string{ContempMath = "Contemporary Mathematics" }
@string{ContempMath = "Contemp. Math." }
@string{Crelle = "Crelle's Journal" }
@string{GiornaleMath = "Giornale di Mathematiche" }
@string{GiornaleMath = "Giorn. Mat." }  % didn't find in AMS MR., ibid.

%IEEE
@string{Computer = "{IEEE} Computer" }
@string{IEEETransComp = "{IEEE} Transactions on Computers" }
@string{IEEETransComp = "{IEEE} Trans. Comput." }
@string{IEEETransAC = "{IEEE} Transactions on Automatic Control" }
@string{IEEETransAC = "{IEEE} Trans. Automat. Control" }
@string{IEEESpec = "{IEEE} Spectrum" }  % didn't find in AMS MR
@string{ProcIEEE = "Proceedings of the {IEEE}" }
@string{ProcIEEE = "Proc. {IEEE}" }  % didn't find in AMS MR
@string{IEEETransAeroElec = "{IEEE} Transactions on Aerospace and Electronic Systems" }
@string{IEEETransAeroElec = "{IEEE} Trans. Aerospace Electron. Systems" }

@string{IMANumerAna = "{IMA} Journal of Numerical Analysis" }
@string{IMANumerAna = "{IMA} J. Numer. Anal." }
@string{InfProcLet = "Information Processing Letters" }
@string{InfProcLet = "Inform. Process. Lett." }
@string{InstMathApp = "Journal of the Institute of Mathematics and its Applications" }
@string{InstMathApp = "J. Inst. Math. Appl." }
@string{IntControl = "International Journal of Control" }
@string{IntControl = "Internat. J. Control" }
@string{IntNumerEng = "International Journal for Numerical Methods in Engineering" }
@string{IntNumerEng = "Internat. J. Numer. Methods Engrg." }
@string{IntSuper = "International Journal of Supercomputing Applications" }
@string{IntSuper = "Internat. J. Supercomputing Applic." }  % didn't find in AMS MR
@string{Kibernetika = "Kibernetika" }
@string{JResNatBurStand = "Journal of Research of the National Bureau of Standards" }
@string{JResNatBurStand = "J. Res. Nat. Bur. Standards" }
@string{LinAlgApp = "Linear Algebra and its Applications" }
@string{LinAlgApp = "Linear Algebra Appl." }
@string{MathAnaAppl = "Journal of Mathematical Analysis and Applications" }
@string{MathAnaAppl = "J. Math. Anal. Appl." }
@string{MathAnnalen = "Mathematische Annalen" }
@string{MathAnnalen = "Math. Ann." }
@string{MathPhys = "Journal of Mathematical Physics" }
@string{MathPhys = "J. Math. Phys." }
@string{MathComp = "Mathematics of Computation" }
@string{MathComp = "Math. Comp." }
@string{MathScand = "Mathematica Scandinavica" }
@string{MathScand = "Math. Scand." }
@string{TablesAidsComp = "Mathematical Tables and Other Aids to Computation" }
@string{TablesAidsComp = "Math. Tables Aids Comput." }
@string{NumerMath = "Numerische Mathematik" }
@string{NumerMath = "Numer. Math." }
@string{PacificMath = "Pacific Journal of Mathematics" }
@string{PacificMath = "Pacific J. Math." }
@string{ParDistComp = "Journal of Parallel and Distributed Computing" }
@string{ParDistComp = "J. Parallel and Distrib. Comput." }  % didn't find in AMS MR
@string{ParComputing = "Parallel Computing" }
@string{ParComputing = "Parallel Comput." }
@string{PhilMag = "Philosophical Magazine" }
@string{PhilMag = "Philos. Mag." }
@string{ProcNAS = "Proceedings of the National Academy of Sciences of the USA" }
@string{ProcNAS = "Proc. Nat. Acad. Sci. U. S. A." }
@string{Psychometrika = "Psychometrika" }
@string{QuartMath = "Quarterly Journal of Mathematics, Oxford, Series (2)" }
@string{QuartMath = "Quart. J. Math. Oxford Ser. (2)" }
@string{QuartApplMath = "Quarterly of Applied Mathematics" }
@string{QuartApplMath = "Quart. Appl. Math." }
@string{RevueInstStat = "Review of the International Statisical Institute" }
@string{RevueInstStat = "Rev. Inst. Internat. Statist." }

%SIAM
@string{JSIAM = "Journal of the Society for Industrial and Applied Mathematics" }
@string{JSIAM = "J. Soc. Indust. Appl. Math." }
@string{JSIAMB = "Journal of the Society for Industrial and Applied Mathematics, Series B, Numerical Analysis" }
@string{JSIAMB = "J. Soc. Indust. Appl. Math. Ser. B Numer. Anal." }
@string{SIAMAlgMeth = "{SIAM} Journal on Algebraic and Discrete Methods" }
@string{SIAMAlgMeth = "{SIAM} J. Algebraic Discrete Methods" }
@string{SIAMAppMath = "{SIAM} Journal on Applied Mathematics" }
@string{SIAMAppMath = "{SIAM} J. Appl. Math." }
@string{SIAMComp = "{SIAM} Journal on Computing" }
@string{SIAMComp = "{SIAM} J. Comput." }
@string{SIAMMatrix = "{SIAM} Journal on Matrix Analysis and Applications" }
@string{SIAMMatrix = "{SIAM} J. Matrix Anal. Appl." }
@string{SIAMNumAnal = "{SIAM} Journal on Numerical Analysis" }
@string{SIAMNumAnal = "{SIAM} J. Numer. Anal." }
@string{SIAMReview = "{SIAM} Review" }
@string{SIAMReview = "{SIAM} Rev." }
@string{SIAMSciStat = "{SIAM} Journal on Scientific and Statistical Computing" }
@string{SIAMSciStat = "{SIAM} J. Sci. Statist. Comput." }

@string{SoftPracExp = "Software Practice and Experience" }
@string{SoftPracExp = "Software Prac. Experience" }  % didn't find in AMS MR
@string{StatScience = "Statistical Science" }
@string{StatScience = "Statist. Sci." }
@string{Techno = "Technometrics" }
@string{USSRCompMathPhys = "{USSR} Computational Mathematics and Mathematical Physics" }
@string{USSRCompMathPhys = "{U. S. S. R.} Comput. Math. and Math. Phys." }
@string{VLSICompSys = "Journal of {VLSI} and Computer Systems" }
@string{VLSICompSys = "J. {VLSI} Comput. Syst." }
@string{ZAngewMathMech = "Zeitschrift fur Angewandte Mathematik und Mechanik" }
@string{ZAngewMathMech = "Z. Angew. Math. Mech." }
@string{ZAngewMathPhys = "Zeitschrift fur Angewandte Mathematik und Physik" }
@string{ZAngewMathPhys = "Z. Angew. Math. Phys." }


%% Publishers

@string{Academic = "Academic Press" }
@string{ACMPress = "{ACM} Press" }
@string{AdamHilger = "Adam Hilger" }
@string{AddisonWesley = "Addison-Wesley" }
@string{AllynBacon = "Allyn and Bacon" }
@string{AMS = "American Mathematical Society" }
@string{Birkhauser = "Birkha{\"u}ser" }
@string{CambridgePress = "Cambridge University Press" }
@string{Chelsea = "Chelsea" }
@string{ClaredonPress = "Claredon Press" }
@string{DoverPub = "Dover Publications" }
@string{Eyolles = "Eyolles" }
@string{HoltRinehartWinston = "Holt, Rinehart and Winston" }
@string{Interscience = "Interscience" }
@string{JohnsHopkinsPress = "The Johns Hopkins University Press" }
@string{JohnWileySons = "John Wiley and Sons" }
@string{Macmillan = "Macmillan" }
@string{MathWorks = "The Math Works Inc." }
@string{McGrawHill = "McGraw-Hill" }
@string{NatBurStd = "National Bureau of Standards" }
@string{NorthHolland = "North-Holland" }
@string{OxfordPress = "Oxford University Press" }  %address Oxford or London?
@string{PergamonPress = "Pergamon Press" }
@string{PlenumPress = "Plenum Press" }
@string{PrenticeHall = "Prentice-Hall" }
@string{SIAMPub = "{SIAM} Publications" }
@string{Springer = "Springer-Verlag" }
@string{TexasPress = "University of Texas Press" }
@string{VanNostrand = "Van Nostrand" }
@string{WHFreeman = "W. H. Freeman and Co." }


%% Entries

@article{DBLP:journals/jair/ChawlaBHK02,
    author = {Nitesh V. Chawla and Kevin W. Bowyer and Lawrence O. Hall and W. Philip Kegelmeyer},
    title = {{SMOTE:} Synthetic Minority Over-sampling Technique},
    journal = {Journal of Artificial Intelligence Research},
    volume = {16},
    pages = {321--357},
    year = {2002},
}

@inproceedings{DBLP:conf/gecco/ChoK19,
    author = {Hwi{-}Yeon Cho and Yong{-}Hyuk Kim},
    title = {Stabilized training of generative adversarial networks by a genetic algorithm},
    booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
    pages = {51--52},
    publisher = {{ACM}},
    year = {2019},
}

@inproceedings{DBLP:conf/iciss/GangwarR19,
    author = {Akhilesh Gangwar and Vadlamani Ravi},
    title = {{WiP:} Generative Adversarial Network for Oversampling Data in Credit Card Fraud Detection},
    booktitle = {Information Systems Security - Proceedings of the 15th International Conference},
    series = {Lecture Notes in Computer Science},
    volume = {11952},
    pages = {123--134},
    publisher = {Springer},
    year = {2019},
}

@article{DBLP:journals/cin/SeoK18,
    author = {Jae{-}Hyun Seo and Yong{-}Hyuk Kim},
    title = {Machine-Learning Approach to Optimize {SMOTE} Ratio in Class Imbalance Dataset for Intrusion Detection},
    journal = {Computational Intelligence and Neuroscience},
    volume = {2018},
    pages = {9704672:1--9704672:11},
    year = {2018},
}

@inproceedings{DBLP:conf/nips/PaszkeGMLBCKLGA19,
    author = {Adam Paszke and Sam Gross and Francisco Massa and Adam Lerer and James Bradbury and Gregory Chanan and
 Trevor Killeen and Zeming Lin and Natalia Gimelshein and Luca Antiga and Alban Desmaison and Andreas K {\" {o}}
    pf and Edward Yang and Zachary DeVito and Martin Raison and Alykhan Tejani and Sasank Chilamkurthy and Benoit
 Steiner and Lu Fang and Junjie Bai and Soumith Chintala},
    editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch {\' {e}} {-} Buc and Emily B. Fox
 and Roman Garnett},
    title = {PyTorch: An Imperative Style, High-Performance Deep Learning Library},
    booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing
 Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
    pages = {8024--8035},
    year = {2019},
}

@article{DBLP:journals/jmlr/LemaitreNA17,
    author = {Guillaume Lemaitre and Fernando Nogueira and Christos K. Aridas},
    title = {Imbalanced-learn: {A} Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning},
    journal = {J. Mach. Learn. Res.},
    volume = {18},
    pages = {17:1--17:5},
    year = {2017},
}