Research output per year
Research output per year
Fingerprint
Fingerprints are formed from scientific publications and create an index of weighted keyword concepts for each individual researcher.
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Similarity-Based Unsupervised Evaluation of Outlier Detection
Marques, H. O., Zimek, A., Campello, R. J. G. B. & Sander, J., 2022, Similarity Search and Applications - 15th International Conference, SISAP 2022, Proceedings. Skopal, T., Lokoč, J., Falchi, F., Sapino, M. L., Bartolini, I. & Patella, M. (eds.). Springer Science+Business Media, p. 234-248 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13590 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Non-parametric Semi-supervised Learning by Bayesian Label Distribution Propagation
Gøttcke, J. M. N., Zimek, A. & Campello, R. J. G. B., 2021, Similarity Search and Applications: 14th International Conference. Reyes, N., Connor, R., Kriege, N., Kazempour, D., Bartolini, I., Schubert, E. & Chen, J-J. (eds.). Springer Science+Business Media, p. 118-132 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13058 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile10 Downloads (Pure) -
Density-based clustering
Campello, R. J. G. B., Kröger, P., Sander, J. & Zimek, A., Apr 2020, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 10, 2, 15 p., e1343.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1475 Downloads (Pure) -
Internal Evaluation of Unsupervised Outlier Detection
Marques, H. O., Campello, R. J. G. B., Sander, J. & Zimek, A., 9. Jul 2020, In: ACM Transactions on Knowledge Discovery from Data. 14, 4, 47.Research output: Contribution to journal › Journal article › Research › peer-review
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A unified view of density-based methods for semi-supervised clustering and classification
Castro Gertrudes, J., Zimek, A., Sander, J. & Campello, R. J. G. B., Nov 2019, In: Data Mining and Knowledge Discovery. 33, 6, p. 1894-1952 59 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access
Prizes
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21st Annual Best of Computing: Notable Article
Campos, Guilherme O. (Recipient), Zimek, Arthur (Recipient), Sander, Jörg (Recipient), Campello, Ricardo Jose Gabrielli Barreto (Recipient), Micenkova, Barbora (Recipient), Schubert, Erich (Recipient), Assent, Ira (Recipient) & Houle, Michael E. (Recipient), 2017
Prize: Prizes, scholarships, distinctions
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