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Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies—part II.
- Published in:
- 4OR, 2024, v. 22, n. 3, p. 313, doi. 10.1007/s10288-023-00561-5
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- Publication type:
- Article
Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies–part I.
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- 4OR, 2024, v. 22, n. 2, p. 179, doi. 10.1007/s10288-023-00560-6
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- Publication type:
- Article
Incremental permutation feature importance (iPFI): towards online explanations on data streams.
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- Machine Learning, 2023, v. 112, n. 12, p. 4863, doi. 10.1007/s10994-023-06385-y
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- Publication type:
- Article
Annotation uncertainty in the context of grammatical change.
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- International Journal of Corpus Linguistics, 2023, v. 28, n. 3, p. 430, doi. 10.1075/ijcl.20113.mer
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- Article
Towards Green Automated Machine Learning: Status Quo and Future Directions.
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- Journal of Artificial Intelligence Research, 2023, v. 77, p. 427, doi. 10.1613/jair.1.14340
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- Article
Algorithm selection on a meta level.
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- Machine Learning, 2023, v. 112, n. 4, p. 1253, doi. 10.1007/s10994-022-06161-4
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- Article
Multi-armed bandits with censored consumption of resources.
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- Machine Learning, 2023, v. 112, n. 1, p. 217, doi. 10.1007/s10994-022-06271-z
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- Publication type:
- Article
A Survey of Methods for Automated Algorithm Configuration.
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- Journal of Artificial Intelligence Research, 2022, v. 75, p. 425, doi. 10.1613/jair.1.13676
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- Publication type:
- Article
A flexible class of dependence-aware multi-label loss functions.
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- Machine Learning, 2022, v. 111, n. 2, p. 713, doi. 10.1007/s10994-021-06107-2
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- Publication type:
- Article
How to measure uncertainty in uncertainty sampling for active learning.
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- Machine Learning, 2022, v. 111, n. 1, p. 89, doi. 10.1007/s10994-021-06003-9
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- Article
TSK-Streams: learning TSK fuzzy systems for regression on data streams.
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- Data Mining & Knowledge Discovery, 2021, v. 35, n. 5, p. 1941, doi. 10.1007/s10618-021-00769-1
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- Publication type:
- Article
On testing transitivity in online preference learning.
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- Machine Learning, 2021, v. 110, n. 8, p. 2063, doi. 10.1007/s10994-021-06026-2
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- Publication type:
- Article
Efficient set-valued prediction in multi-class classification.
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- Data Mining & Knowledge Discovery, 2021, v. 35, n. 4, p. 1435, doi. 10.1007/s10618-021-00751-x
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- Publication type:
- Article
Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods.
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- Machine Learning, 2021, v. 110, n. 3, p. 457, doi. 10.1007/s10994-021-05946-3
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- Publication type:
- Article
Preference-based Online Learning with Dueling Bandits: A Survey.
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- Journal of Machine Learning Research, 2021, v. 22, p. 1
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- Publication type:
- Article
Introduction to the special issue of the ECML PKDD 2020 journal track.
- Published in:
- 2020
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- Publication type:
- Editorial
Introduction to the special issue of the ECML PKDD 2020 journal track.
- Published in:
- 2020
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- Publication type:
- Editorial
Choice Functions Generated by Mallows and Plackett–Luce Relations.
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- New Mathematics & Natural Computation, 2019, v. 15, n. 2, p. 191, doi. 10.1142/S179300571950011X
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- Publication type:
- Article
Multi-target prediction: a unifying view on problems and methods.
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- Data Mining & Knowledge Discovery, 2019, v. 33, n. 2, p. 293, doi. 10.1007/s10618-018-0595-5
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- Publication type:
- Article
ML-Plan: Automated machine learning via hierarchical planning.
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- Machine Learning, 2018, v. 107, n. 8-10, p. 1495, doi. 10.1007/s10994-018-5735-z
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- Publication type:
- Article
On the effectiveness of heuristics for learning nested dichotomies: an empirical analysis.
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- Machine Learning, 2018, v. 107, n. 8-10, p. 1537, doi. 10.1007/s10994-018-5733-1
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- Publication type:
- Article
Dyad ranking using Plackett--Luce models based on joint feature representations.
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- Machine Learning, 2018, v. 107, n. 5, p. 903, doi. 10.1007/s10994-017-5694-9
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- Publication type:
- Article
Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification.
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- BioData Mining, 2016, v. 9, p. 1, doi. 10.1186/s13040-016-0089-1
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- Article
Pairwise versus Pointwise Ranking: A Case Study.
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- Schedae Informaticae, 2016, v. 25, p. 73, doi. 10.4467/20838476SI.16.006.6187
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- Publication type:
- Article
Preference-based Learning of Ideal Solutions in TOPSIS-like Decision Models.
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- Journal of Multi-Criteria Decision Analysis, 2015, v. 22, n. 3/4, p. 175, doi. 10.1002/mcda.1520
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- Publication type:
- Article
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm.
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- Machine Learning, 2014, v. 97, n. 3, p. 327, doi. 10.1007/s10994-014-5458-8
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- Publication type:
- Article
On the Bayes-Optimality of F-Measure Maximizers.
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- Journal of Machine Learning Research, 2014, v. 15, p. 3333
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- Publication type:
- Article
Ausgewählte Beiträge des GMA-Fachausschusses 5.14 'Computational Intelligence' Computational Intelligence.
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- Automatisierungstechnik, 2014, v. 62, n. 10, p. 685, doi. 10.1515/auto-2014-1137
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- Publication type:
- Article
Ausgewählte Beiträge des GMA-Fachausschusses 5.14 'Computational Intelligence' Computational Intelligence.
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- Automatisierungstechnik, 2014, v. 62, n. 10, p. 685, doi. 10.1515/auto-2014-1137
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- Publication type:
- Article
Guest Editors' introduction: special issue of the ECML/PKDD 2014 journal track.
- Published in:
- 2014
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- Publication type:
- Editorial
Guest editors' introduction: special issue of the ECML/PKDD 2014 journal track.
- Published in:
- 2014
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- Publication type:
- Editorial
PROTEIN SUB-CELLULAR LOCALIZATION PREDICTION FOR SPECIAL COMPARTMENTS VIA OPTIMIZED TIME SERIES DISTANCES.
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- Journal of Bioinformatics & Computational Biology, 2014, v. 12, n. 1, p. -1, doi. 10.1142/S0219720013500169
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- Publication type:
- Article
Editorial: Preference learning and ranking.
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- 2013
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- Publication type:
- Editorial
Graph-based methods for protein structure comparison.
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- WIREs: Data Mining & Knowledge Discovery, 2013, v. 3, n. 5, p. 307, doi. 10.1002/widm.1099
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- Publication type:
- Article
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction.
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- Bioinformatics, 2013, v. 29, n. 16, p. 1946, doi. 10.1093/bioinformatics/btt331
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- Publication type:
- Article
Extended graph-based models for enhanced similarity retrieval in Cavbase.
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- 2013
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- Publication type:
- Conference Paper
Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients?--A cross sectional study.
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- BMC Family Practice, 2013, v. 14, n. 1, p. 154, doi. 10.1186/1471-2296-14-154
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- Publication type:
- Article
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm.
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- Machine Learning, 2012, v. 89, n. 1-2, p. 123, doi. 10.1007/s10994-012-5313-8
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- Publication type:
- Article
Learning monotone nonlinear models using the Choquet integral.
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- Machine Learning, 2012, v. 89, n. 1-2, p. 183, doi. 10.1007/s10994-012-5318-3
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- Publication type:
- Article
On label dependence and loss minimization in multi-label classification.
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- Machine Learning, 2012, v. 88, n. 1-2, p. 5, doi. 10.1007/s10994-012-5285-8
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- Publication type:
- Article
Fingerprint Kernels for Protein Structure Comparison.
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- Molecular Informatics, 2012, v. 31, n. 6/7, p. 443, doi. 10.1002/minf.201100149
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- Article
Fuzzy machine learning and data mining<sup>a</sup>.
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- WIREs: Data Mining & Knowledge Discovery, 2011, v. 1, n. 4, p. 269, doi. 10.1002/widm.34
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- Publication type:
- Article
FURIA: an algorithm for unordered fuzzy rule induction.
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- Data Mining & Knowledge Discovery, 2009, v. 19, n. 3, p. 293, doi. 10.1007/s10618-009-0131-8
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- Publication type:
- Article
FUZZY OPERATOR TREES FOR MODELING RATING FUNCTIONS.
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- International Journal of Computational Intelligence & Applications, 2009, v. 8, n. 4, p. 413, doi. 10.1142/S1469026809002679
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- Publication type:
- Article
Combining instance-based learning and logistic regression for multilabel classification.
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- Machine Learning, 2009, v. 76, n. 2-3, p. 211, doi. 10.1007/s10994-009-5127-5
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- Publication type:
- Article
Merging chemical and biological space: Structural mapping of enzyme binding pocket space.
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- Proteins, 2009, v. 76, n. 2, p. 317, doi. 10.1002/prot.22345
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- Article
Multilabel classification via calibrated label ranking.
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- Machine Learning, 2008, v. 73, n. 2, p. 133
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- Publication type:
- Article
A critical analysis of variants of the AUC.
- Published in:
- Machine Learning, 2008, v. 72, n. 3, p. 247, doi. 10.1007/s10994-008-5070-x
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- Publication type:
- Article
Functional Classification of Protein Kinase Binding Sites Using Cavbase.
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- ChemMedChem, 2007, v. 2, n. 10, p. 1432, doi. 10.1002/cmdc.200700075
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- Publication type:
- Article
EDITORIAL.
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- International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, 2007, v. 15, n. 5, p. v
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- Publication type:
- Article