metrics section draft

thesis/bib/bibliography.bib

@@ -684,6 +684,62 @@ article{ef_concept_source,
 	year = {1986},
 	month = dec,
 	pages = {56–68},
+},
+@article{roc_vs_prc2,
+	title = {Context discovery for anomaly detection},
+	volume = {19},
+	ISSN = {2364-4168},
+	url = {http://dx.doi.org/10.1007/s41060-024-00586-x},
+	DOI = {10.1007/s41060-024-00586-x},
+	number = {1},
+	journal = {International Journal of Data Science and Analytics},
+	publisher = {Springer Science and Business Media LLC},
+	author = {Calikus, Ece and Nowaczyk, Slawomir and Dikmen, Onur},
+	year = {2024},
+	month = jun,
+	pages = {99–113},
+},
+@article{roc_vs_prc,
+	title = {On the evaluation of unsupervised outlier detection: measures,
+	         datasets, and an empirical study},
+	volume = {30},
+	ISSN = {1573-756X},
+	url = {http://dx.doi.org/10.1007/s10618-015-0444-8},
+	DOI = {10.1007/s10618-015-0444-8},
+	number = {4},
+	journal = {Data Mining and Knowledge Discovery},
+	publisher = {Springer Science and Business Media LLC},
+	author = {Campos, Guilherme O. and Zimek, Arthur and Sander, J\"{o}rg and
+	          Campello, Ricardo J. G. B. and Micenková, Barbora and Schubert, Erich
+	          and Assent, Ira and Houle, Michael E.},
+	year = {2016},
+	month = jan,
+	pages = {891–927},
+},
+@inproceedings{roc,
+	title = {Basic principles of ROC analysis},
+	author = {Metz, Charles E},
+	booktitle = {Seminars in nuclear medicine},
+	volume = {8},
+	number = {4},
+	pages = {283--298},
+	year = {1978},
+	organization = {Elsevier},
+},
+@article{prc,
+	title = {A critical investigation of recall and precision as measures of
+	         retrieval system performance},
+	volume = {7},
+	ISSN = {1558-2868},
+	url = {http://dx.doi.org/10.1145/65943.65945},
+	DOI = {10.1145/65943.65945},
+	number = {3},
+	journal = {ACM Transactions on Information Systems},
+	publisher = {Association for Computing Machinery (ACM)},
+	author = {Raghavan, Vijay and Bollmann, Peter and Jung, Gwang S.},
+	year = {1989},
+	month = jul,
+	pages = {205–229},
 }