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references.bib
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references.bib
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@article{Nachman:2020ccu,
author = "Nachman, Benjamin",
title = "{Anomaly Detection for Physics Analysis and Less than Supervised Learning}",
eprint = "2010.14554",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2020"
}
@article{Aarrestad:2021oeb,
author = "Aarrestad, Thea and others",
title = "{The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider}",
eprint = "2105.14027",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "FERMILAB-PUB-21-285-CMS",
doi = "10.21468/SciPostPhys.12.1.043",
journal = "SciPost Phys.",
volume = "12",
number = "1",
pages = "043",
year = "2022"
}
@article{Kasieczka:2021xcg,
author = "Kasieczka, Gregor and others",
title = "{The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics}",
eprint = "2101.08320",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
doi = "10.1088/1361-6633/ac36b9",
journal = "Rept. Prog. Phys.",
volume = "84",
number = "12",
pages = "124201",
year = "2021"
}
@article{Chandola2009,
author = {Chandola, Varun and Banerjee, Arindam and Kumar, Vipin},
title = {Anomaly Detection: A Survey},
year = {2009},
issue_date = {July 2009},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {41},
number = {3},
issn = {0360-0300},
url = {https://doi.org/10.1145/1541880.1541882},
doi = {10.1145/1541880.1541882},
journal = {ACM Comput. Surv.},
month = {jul},
articleno = {15},
numpages = {58},
keywords = {Anomaly detection, outlier detection}
}
@article{Thana2019,
author = {Taha, Ayman and Hadi, Ali S.},
title = {Anomaly Detection Methods for Categorical Data: A Review},
year = {2019},
issue_date = {March 2020},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {52},
number = {2},
issn = {0360-0300},
url = {https://doi.org/10.1145/3312739},
doi = {10.1145/3312739},
journal = {ACM Comput. Surv.},
month = {may},
articleno = {38},
numpages = {35},
keywords = {unsupervised learning, intrusion detection systems, Computational complexity, holo entropy, nominal data, mixed data, Shannon entropy, outliers detection, novelty detection, supervised learning, semi-supervised learning, data mining}
}
@ARTICLE{Ma2021,
author={Ma, Xiaoxiao and Wu, Jia and Xue, Shan and Yang, Jian and Zhou, Chuan and Sheng, Quan Z. and Xiong, Hui and Akoglu, Leman},
journal={IEEE Transactions on Knowledge and Data Engineering},
title={A Comprehensive Survey on Graph Anomaly Detection with Deep Learning},
year={2021},
volume={},
number={},
pages={1-1},
doi={10.1109/TKDE.2021.3118815}
}
@article{Pang_2021,
doi = {10.1145/3439950},
url = {https://doi.org/10.1145\%2F3439950},
year = 2021,
month = {mar},
publisher = {Association for Computing Machinery ({ACM})},
volume = {54},
number = {2},
pages = {1--38},
author = {Guansong Pang and Chunhua Shen and Longbing Cao and Anton Van Den Hengel},
title = {Deep Learning for Anomaly Detection},
journal = {{ACM} Computing Surveys}
}
@article{Govorkova:2021utb,
author = "Govorkova, Ekaterina and others",
title = "{Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider}",
eprint = "2108.03986",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "FERMILAB-PUB-21-487-CMS, FERMILAB-PUB-21-487-CMS",
doi = "10.1038/s42256-022-00441-3",
journal = "Nature Mach. Intell.",
volume = "4",
pages = "154--161",
year = "2022"
}
@inproceedings{Duarte:2018bsd,
author = "Duarte, Javier",
title = "{Fast Reconstruction and Data Scouting}",
booktitle = "{4th International Workshop Connecting The Dots 2018}",
eprint = "1808.00902",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "FERMILAB-CONF-18-370-CMS-E-PPD",
month = "8",
year = "2018"
}
@article{Aaij:2019uij,
author = "Aaij, R. and others",
title = "{A comprehensive real-time analysis model at the LHCb experiment}",
eprint = "1903.01360",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CERN-LHCb-DP-2019-002",
doi = "10.1088/1748-0221/14/04/P04006",
journal = "JINST",
volume = "14",
number = "04",
pages = "P04006",
year = "2019"
}
@article{CMS:2019buh,
author = "Sirunyan, Albert M and others",
collaboration = "CMS",
title = "{Search for a Narrow Resonance Lighter than 200 GeV Decaying to a Pair of Muons in Proton-Proton Collisions at $\sqrt{s} =$ TeV}",
eprint = "1912.04776",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-EXO-19-018, CERN-EP-2019-265",
doi = "10.1103/PhysRevLett.124.131802",
journal = "Phys. Rev. Lett.",
volume = "124",
number = "13",
pages = "131802",
year = "2020"
}
@article{Rohr:2022xcs,
author = "Rohr, David",
collaboration = "ALICE",
title = "{The ALICE Run 3 online/offline processing}",
eprint = "2208.07412",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
doi = "10.1016/j.nima.2022.166954",
journal = "Nucl. Instrum. Meth. A",
volume = "1038",
pages = "166954",
year = "2022"
}