% Use this file for citations not found in the ACL Anthology (contained in "anthology.bib").
@article{nieubuurt2021internet,
  title={Internet memes: leaflet propaganda of the digital age},
  author={Nieubuurt, Joshua Troy},
  journal={Frontiers in Communication},
  volume={5},
  pages={547065},
  year={2021},
  publisher={Frontiers}
}


@article{doi:10.1080/17439884.2018.1544149,
author = {Julia R. DeCook},
title = {Memes and symbolic violence: \#proudboys and the use of memes for propaganda and the construction of collective identity},
journal = {Learning, Media and Technology},
volume = {43},
number = {4},
pages = {485-504},
year = {2018},
publisher = {Routledge}
}

@article{renee2018computational,
  title={Computational propaganda: If you make it trend, you make it true},
  author={Renee, Diresta},
  journal={The Yale Review},
  volume={106},
  number={4},
  pages={12--29},
  year={2018},
  publisher={Johns Hopkins University Press}
}


@article{scikit-learn,
  title={Scikit-learn: Machine Learning in {P}ython},
  author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
          and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
          and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
          Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
  journal={Journal of Machine Learning Research},
  volume={12},
  pages={2825--2830},
  year={2011}
}

@inproceedings{semeval2024task4,
	title={SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes},
	author={Dimitrov, Dimitar and Alam, Firoj and Hasanain, Maram and Hasnat, Abul and Silvestri, Fabrizio and Nakov, Preslav and Da San Martino, Giovanni},
	booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation},
series = {SemEval 2024},
year = {2024},
address = {Mexico City, Mexico},
month = {June},
pages = {}, 
doi= {} 
}

@article{btd:22,
title = {Comprehensive comparative study of multi-label classification methods},
journal = {Expert Systems with Applications},
volume = {203},
pages = {117215},
year = {2022},
issn = {0957-4174},
doi = {https://doi.org/10.1016/j.eswa.2022.117215},
url = {https://www.sciencedirect.com/science/article/pii/S0957417422005991},
author = {Jasmin Bogatinovski and Ljupčo Todorovski and Sašo Džeroski and Dragi Kocev}
}

@article{bls:04,
title = {Learning multi-label scene classification},
journal = {Pattern Recognition},
volume = {37},
number = {9},
pages = {1757-1771},
year = {2004},
issn = {0031-3203},
doi = {https://doi.org/10.1016/j.patcog.2004.03.009},
url = {https://www.sciencedirect.com/science/article/pii/S0031320304001074},
author = {Matthew R. Boutell and Jiebo Luo and Xipeng Shen and Christopher M. Brown}
}

@inproceedings{cbc:12,
author = {Cerri, Ricardo and Barros, Rodrigo C. and de Carvalho, Andre C. P. L. F.},
title = {A genetic algorithm for Hierarchical Multi-Label Classification},
year = {2012},
isbn = {9781450308571},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/2245276.2245325},
doi = {10.1145/2245276.2245325},
booktitle = {Proceedings of the 27th Annual ACM Symposium on Applied Computing},
pages = {250–255},
location = {Trento, Italy},
series = {SAC '12}
}

@article{cbl:02,
author = {Chawla, Nitesh V. and Bowyer, Kevin W. and Hall, Lawrence O. and Kegelmeyer, W. Philip},
title = {SMOTE: synthetic minority over-sampling technique},
year = {2002},
issue_date = {January 2002},
publisher = {AI Access Foundation},
address = {El Segundo, CA, USA},
volume = {16},
number = {1},
issn = {1076-9757},
journal = {J. Artif. Int. Res.},
month = {jun},
pages = {321–357},
numpages = {37}
}
  
@inproceedings{mcb:20,
author = {Da San Martino, Giovanni and Cresci, Stefano and Barr\'{o}n-Cede\~{n}o, Alberto and Yu, Seunghak and Di Pietro, Roberto and Nakov, Preslav},
title = {A survey on computational propaganda detection},
year = {2020},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence},
pages={4826--4832},
location = {Yokohama, Yokohama, Japan},
series = {IJCAI'20},
doi = {10.24963/ijcai.2020/672},
url = {https://doi.org/10.24963/ijcai.2020/672}
}

@inproceedings{gfp:18,
  author={Gon\c{c}alves, Eduardo Corr\^{e}a and Freitas, Alex A. and Plastino, Alexandre},
  booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
  title={A Survey of Genetic Algorithms for Multi-Label Classification}, 
  year={2018},
  volume={},
  number={},
  pages={1-8},
  doi={10.1109/CEC.2018.8477927}
}


@article{mt:12,
  title={Training and assessing classification rules with imbalanced data},
  author={Giovanna Menardi and Nicola Torelli},
  journal={Data Mining and Knowledge Discovery},
  year={2012},
  volume={28},
  pages={92-122}
}

@article{mml:23,
	author = {Nikolaos Mylonas and Ioannis Mollas and Bin Liu and Yannis Manolopoulos and Grigorios Tsoumakas},
	year = "2023",
	title = {On the Persistence of Multilabel Learning, Its Recent Trends, and Its Open Issues},
	journal = {IEEE Intelligent Systems},
	volume = "38",
	number = "2",
	pages = "28--31",
	doi = "10.1109/MIS.2023.3255591"
}

       
@InProceedings{pkh:18,
author = {Prabhu, Yashoteja and Kag, Anil and Harsola, Shrutendra and Agrawal, Rahul and Varma, Manik},
title = {Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising},
year = {2018},
isbn = {9781450356398},
publisher = {International World Wide Web Conferences Steering Committee},
address = {Republic and Canton of Geneva, CHE},
url = {https://doi.org/10.1145/3178876.3185998},
doi = {10.1145/3178876.3185998},
booktitle = {Proceedings of the 2018 World Wide Web Conference},
pages = {993–1002},
numpages = {10},
keywords = {extreme classification, dynamic search advertising},
location = {Lyon, France},
series = {WWW '18}
}

  

@article{zll:18,
  title={Binary relevance for multi-label learning: an overview},
  author={Min-Ling Zhang and Yukun Li and Xu-Ying Liu and Xin Geng},
  journal={Frontiers of Computer Science},
  year={2018},
  volume={12},
  pages={191 - 202},
  doi = {10.1007/s11704-017-7031-7}
}

@ARTICLE{zz:14,
  author={Zhang, Min-Ling and Zhou, Zhi-Hua},
  journal={IEEE Transactions on Knowledge and Data Engineering}, 
  title={A Review on Multi-Label Learning Algorithms}, 
  year={2014},
  volume={26},
  number={8},
  pages={1819-1837},
  doi={10.1109/TKDE.2013.39}
}


@inproceedings{kiritchenko2006learning,
  title={Learning and evaluation in the presence of class hierarchies: Application to text categorization},
  author={Kiritchenko, Svetlana and Matwin, Stan and Nock, Richard and Famili, A Fazel},
  booktitle={Advances in Artificial Intelligence: 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, Qu{\'e}bec City, Qu{\'e}bec, Canada, June 7-9, 2006. Proceedings 19},
  pages={395--406},
  year={2006},
  organization={Springer}
}

@ARTICLE{ROS:18,
  author={Leevy, Joffrey and Khoshgoftaar, Taghi and Bauder, Richard and Seliya, Naeem},
  journal={Journal of Big Data}, 
  title={A survey on Addressing high-class imbalance in big data}, 
  year={2018},
  volume={5},
  number={42},
  doi={10.1186/s40537-018-0151-6}
}