background chapter work

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Jan Kowalczyk
2025-04-23 10:41:30 +02:00
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2 changed files with 87 additions and 14 deletions

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@@ -167,7 +167,7 @@
},
@article{anomaly_detection_defi,
author = {Ul Hassan, Muneeb and Rehmani, Mubashir Husain and Chen, Jinjun},
journal = {IEEE Communications Surveys & Tutorials},
journal = {IEEE Communications Surveys \& Tutorials},
title = {Anomaly Detection in Blockchain Networks: A Comprehensive Survey},
year = {2023},
volume = {25},
@@ -288,4 +288,56 @@
processing, etc. Finally, the shortcomings of the current
autoencoder algorithm are summarized, and prospected for its future
development directions are addressed.},
},
@article{semi_overview,
author = {Yang, Xiangli and Song, Zixing and King, Irwin and Xu, Zenglin},
journal = {IEEE Transactions on Knowledge and Data Engineering},
title = {A Survey on Deep Semi-Supervised Learning},
year = {2023},
volume = {35},
number = {9},
pages = {8934-8954},
keywords = {Semisupervised learning;Training;Taxonomy;Task analysis;Deep
learning;Data models;Supervised learning;Deep semi-supervised
learning;semi-supervised learning;deep learning},
doi = {10.1109/TKDE.2022.3220219},
},
@book{ai_fundamentals_book,
title = {Fundamentals of Artificial Intelligence},
url = {http://dx.doi.org/10.1007/978-81-322-3972-7},
DOI = {10.1007/978-81-322-3972-7},
publisher = {Springer India},
author = {Chowdhary, K.R.},
year = {2020},
language = {en},
},
@article{machine_learning_overview,
title = {Machine Learning from Theory to Algorithms: An Overview},
volume = {1142},
ISSN = {1742-6596},
url = {http://dx.doi.org/10.1088/1742-6596/1142/1/012012},
DOI = {10.1088/1742-6596/1142/1/012012},
journal = {Journal of Physics: Conference Series},
publisher = {IOP Publishing},
author = {Alzubi, Jafar and Nayyar, Anand and Kumar, Akshi},
year = {2018},
month = nov,
pages = {012012},
},
@article{machine_learning_first_definition,
title = {Some Studies in Machine Learning Using the Game of Checkers},
volume = {3},
ISSN = {0018-8646},
url = {http://dx.doi.org/10.1147/rd.33.0210},
DOI = {10.1147/rd.33.0210},
number = {3},
journal = {IBM Journal of Research and Development},
publisher = {IBM},
author = {Samuel, A. L.},
year = {1959},
month = jul,
pages = {210229},
}