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Outlier Detection in Graphs: A Study on the Impact of Multiple Graph Models.
- Published in:
- Computer Science & Information Systems, 2019, v. 16, n. 2, p. 565, doi. 10.2298/CSIS181001010C
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- Article
The (black) art of runtime evaluation: Are we comparing algorithms or implementations?
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- Knowledge & Information Systems, 2017, v. 52, n. 2, p. 341, doi. 10.1007/s10115-016-1004-2
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- Article
On strategies for building effective ensembles of relative clustering validity criteria.
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- Knowledge & Information Systems, 2016, v. 47, n. 2, p. 329, doi. 10.1007/s10115-015-0851-6
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- Article
Subspace and projected clustering: experimental evaluation and analysis.
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- Knowledge & Information Systems, 2009, v. 21, n. 3, p. 299, doi. 10.1007/s10115-009-0226-y
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- Publication type:
- Article
MDCGen: Multidimensional Dataset Generator for Clustering.
- Published in:
- Journal of Classification, 2019, v. 36, n. 3, p. 599, doi. 10.1007/s00357-019-9312-3
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- Article
A survey on unsupervised outlier detection in high-dimensional numerical data.
- Published in:
- Statistical Analysis & Data Mining, 2012, v. 5, n. 5, p. 363, doi. 10.1002/sam.11161
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- Publication type:
- Article
SUPERVISED ENSEMBLES OF PREDICTION METHODS FOR SUBCELLULAR LOCALIZATION.
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- Journal of Bioinformatics & Computational Biology, 2009, v. 7, n. 2, p. 269, doi. 10.1142/S0219720009004072
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- Publication type:
- Article
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles.
- Published in:
- Data Mining & Knowledge Discovery, 2023, v. 37, n. 4, p. 1473, doi. 10.1007/s10618-023-00931-x
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- Publication type:
- Article
Correction to: A unified view of density-based methods for semi-supervised clustering and classification.
- Published in:
- 2020
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- Publication type:
- Correction Notice
A unified view of density-based methods for semi-supervised clustering and classification.
- Published in:
- Data Mining & Knowledge Discovery, 2019, v. 33, n. 6, p. 1894, doi. 10.1007/s10618-019-00651-1
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- Article
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study.
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- Data Mining & Knowledge Discovery, 2016, v. 30, n. 4, p. 891, doi. 10.1007/s10618-015-0444-8
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- Publication type:
- Article
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection.
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- Data Mining & Knowledge Discovery, 2014, v. 28, n. 1, p. 190, doi. 10.1007/s10618-012-0300-z
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- Publication type:
- Article
A survey on enhanced subspace clustering.
- Published in:
- Data Mining & Knowledge Discovery, 2013, v. 26, n. 2, p. 332, doi. 10.1007/s10618-012-0258-x
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- Article
Future trends in data mining.
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- Data Mining & Knowledge Discovery, 2007, v. 15, n. 1, p. 87, doi. 10.1007/s10618-007-0067-9
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- Publication type:
- Article
Outlier Detection with Explanations on Music Streaming Data: A Case Study with Danmark Music Group Ltd.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 5, p. 2270, doi. 10.3390/app11052270
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- Article
Global Correlation Clustering Based on the Hough Transform.
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- Statistical Analysis & Data Mining, 2008, v. 1, n. 3, p. 111, doi. 10.1002/sam.10012
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- Publication type:
- Article
The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives.
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- Machine Learning, 2015, v. 98, n. 1-2, p. 121, doi. 10.1007/s10994-013-5334-y
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- Publication type:
- Article
Density‐based clustering.
- Published in:
- WIREs: Data Mining & Knowledge Discovery, 2020, v. 10, n. 2, p. N.PAG, doi. 10.1002/widm.1343
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- Publication type:
- Article
There and back again: Outlier detection between statistical reasoning and data mining algorithms.
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- WIREs: Data Mining & Knowledge Discovery, 2018, v. 8, n. 6, p. N.PAG, doi. 10.1002/widm.1280
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- Publication type:
- Article
Subspace clustering.
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- WIREs: Data Mining & Knowledge Discovery, 2012, v. 2, n. 4, p. 351, doi. 10.1002/widm.1057
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- Publication type:
- Article
Density-based clustering.
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- WIREs: Data Mining & Knowledge Discovery, 2011, v. 1, n. 3, p. 231, doi. 10.1002/widm.30
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- Publication type:
- Article