literatur.bib

@article{ff_review_techniques,
    author = {Hilal, Waleed and Gadsden, S. Andrew and Yawney, John},
    title = {Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances},
    year = {2022},
    volume = {193},
    journal = {Expert Syst. Appl.},
    pages = {1-34},
}

@article{acfe_ff,
    title={What is Fraud?},
    author={\ac{ACFE}},
    year={2004},
    url = {https://www.acfe.com/fraud-resources/fraud-101-what-is-fraud},
    urldate = {2022-12-12},
}

@article{ff_profiles,
    author = {Aisha Abdallah,  	Mohd Aizaini Maarof, Anazida Zainal},
    title = {Fraud detection system: A survey},
    year = {2016},
    volume = {68},
    journal = {Journal of Network and Computer Applications},
    pages = {90-113},
}

@article{liu2008isolation,
  title={Isolation forest},
  author={Liu, Fei Tony and Ting, Kai Ming and Zhou, Zhi-Hua},
  journal={2008 eighth ieee international conference on data mining},
  pages={413--422},
  year={2008},
  volume = {17},
  organization={IEEE}
}

@article{fd_SOM,
    author = {Dominik Olszewski},
    title = {Fraud detection using self-organizing map visualizing the user profiles},
    year = {2014},
    volume = {70},
    journal = {Knowledge-Based Systems},
    pages = {324-334},
}

@article{credit_f_SOM,
  title={Credit card fraud detection using self-organizing maps},
  author={Zaslavsky, Vladimir and Strizhak, Anna},
  journal={Information and Security},
  volume={18},
  pages={48-63},
  year={2006},
}

@article{fd_ARIMA,
  title={Anomaly and fraud detection in credit card transactions using the arima model},
  author={Moschini, Giulia and Houssou, R{\'e}gis and Bovay, J{\'e}r{\^o}me and Robert-Nicoud, Stephan},
  journal={Engineering Proceedings},
  volume={5},
  pages={56-67},
  year={2021},
}

@article{cf_AE,
  title={An Autoencoder Based Model for Detecting fraudulent Credit Card Transaction},
  author={Misra, Sumit and Thakur, Soumyadeep and Ghosh, Manosij and Saha, Sanjoy Kumar},
  journal={Procedia Computer Science},
  volume={167},
  pages={254-262},
  year={2020}
}

@article{p_acf,
  title={Partial Autoinformation to Characterize Symbolic Sequences},
  author={Frederic von Wegner},
  journal={frontiers in Physiology},
  volume={9},
  pages={1-14},
  year={2018}
}

@article{AE_RF,
  title={Credit card fraud detection with autoencoder and probabilistic random forest},
  author={Lin, Tzu-Hsuan and Jiang, Jehn-Ruey},
  journal={Mathematics},
  volume={9},
  pages={2683-2699},
  year={2021},
}

@article{Vectron,
  title={Fiskaljournal Datenexport, Deutschland},
  journal={VECTRON},
  volume={1.3.0},
  url = {https://docplayer.org/162374205-1-hinweise-exportformat-3.html},
  year={2018},
  urldate = {2023-01-18},
}

@article{P_ACF,
  title={Interpreting ACF and PACF Plots for Time Series Forecasting},
  journal={Towards Data Science},
  author={Leonie Monigatti},
  url = {https://towardsdatascience.com/interpreting-acf-and-pacf-plots-for-time-series-forecasting-af0d6db4061c},
  year={2022},
  urldate = {2023-01-26},
}

@book{gruhl2022,
  title={Novelty Detection for Multivariate Data Streams with Probabilistic Models},
  author={Gruhl, Christian},
  year={2022},
  publisher={BoD--Books on Demand}
}

% supervised
@article{sahin2010detecting,
  title={Detecting credit card fraud by decision trees and support vector machines},
  author={Sahin, Yusuf and Duman, Ekrem},
  journal={World Congress on Engineering 2012. London, UK.},
  volume={2188},
  pages={442--447},
  year={2012},
}

% kaggle
@article{kaggle_ex,
  title={Credit Card Fraud Detection},
  journal={kaggle},
  author={Machine Learning Group},
  url = {https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud},
  year={2017},
  urldate = {2023-01-25},
}