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Clustering of gene expression data using a local shape-based similarity measure.
- Published in:
- Bioinformatics, 2005, v. 21, n. 7, p. 1069
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- Publication type:
- Article
Efficient similarity search in protein structure databases by k-clique hashing.
- Published in:
- Bioinformatics, 2004, v. 20, n. 10, p. 1522, doi. 10.1093/bioinformatics/bth113
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- Publication type:
- Article
Fingerprint Kernels for Protein Structure Comparison.
- Published in:
- Molecular Informatics, 2012, v. 31, n. 6/7, p. 443, doi. 10.1002/minf.201100149
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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.
- Published in:
- BioData Mining, 2016, v. 9, p. 1, doi. 10.1186/s13040-016-0089-1
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- Publication type:
- Article
FUZZY OPERATOR TREES FOR MODELING RATING FUNCTIONS.
- Published in:
- International Journal of Computational Intelligence & Applications, 2009, v. 8, n. 4, p. 413, doi. 10.1142/S1469026809002679
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- Publication type:
- Article
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
Special Issue on Soft Computing for Information Mining.
- Published in:
- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2007, v. 11, n. 5, p. 397
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- Publication type:
- Article
A fuzzy-probabilistic earthquake risk assessment system.
- Published in:
- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2007, v. 11, n. 3, p. 229
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- Publication type:
- Article
Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients?--A cross sectional study.
- Published in:
- BMC Family Practice, 2013, v. 14, n. 1, p. 154, doi. 10.1186/1471-2296-14-154
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- Publication type:
- Article
PROTEIN SUB-CELLULAR LOCALIZATION PREDICTION FOR SPECIAL COMPARTMENTS VIA OPTIMIZED TIME SERIES DISTANCES.
- Published in:
- Journal of Bioinformatics & Computational Biology, 2014, v. 12, n. 1, p. -1, doi. 10.1142/S0219720013500169
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- Publication type:
- Article
Flexible constraints for regularization in learning from data.
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- International Journal of Intelligent Systems, 2004, v. 19, n. 6, p. 525, doi. 10.1002/int.20010
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- Publication type:
- Article
Extended graph-based models for enhanced similarity retrieval in Cavbase.
- Published in:
- 2013
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- Publication type:
- Conference Paper
Annotation uncertainty in the context of grammatical change.
- Published in:
- International Journal of Corpus Linguistics, 2023, v. 28, n. 3, p. 430, doi. 10.1075/ijcl.20113.mer
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- Publication type:
- Article
Incremental permutation feature importance (iPFI): towards online explanations on data streams.
- Published in:
- Machine Learning, 2023, v. 112, n. 12, p. 4863, doi. 10.1007/s10994-023-06385-y
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- Publication type:
- Article
Algorithm selection on a meta level.
- Published in:
- Machine Learning, 2023, v. 112, n. 4, p. 1253, doi. 10.1007/s10994-022-06161-4
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- Publication type:
- Article
Multi-armed bandits with censored consumption of resources.
- Published in:
- Machine Learning, 2023, v. 112, n. 1, p. 217, doi. 10.1007/s10994-022-06271-z
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- Publication type:
- Article
A flexible class of dependence-aware multi-label loss functions.
- Published in:
- 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.
- Published in:
- Machine Learning, 2022, v. 111, n. 1, p. 89, doi. 10.1007/s10994-021-06003-9
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- Publication type:
- Article
On testing transitivity in online preference learning.
- Published in:
- Machine Learning, 2021, v. 110, n. 8, p. 2063, doi. 10.1007/s10994-021-06026-2
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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
Introduction to the special issue of the ECML PKDD 2020 journal track.
- Published in:
- 2020
- By:
- Publication type:
- Editorial
ML-Plan: Automated machine learning via hierarchical planning.
- Published in:
- 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.
- Published in:
- 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.
- Published in:
- Machine Learning, 2018, v. 107, n. 5, p. 903, doi. 10.1007/s10994-017-5694-9
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- Publication type:
- Article
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm.
- Published in:
- Machine Learning, 2014, v. 97, n. 3, p. 327, doi. 10.1007/s10994-014-5458-8
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- Publication type:
- Article
Guest Editors' introduction: special issue of the ECML/PKDD 2014 journal track.
- Published in:
- 2014
- By:
- Publication type:
- Editorial
TSK-Streams: learning TSK fuzzy systems for regression on data streams.
- Published in:
- 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
Efficient set-valued prediction in multi-class classification.
- Published in:
- 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
Introduction to the special issue of the ECML PKDD 2020 journal track.
- Published in:
- 2020
- By:
- Publication type:
- Editorial
Multi-target prediction: a unifying view on problems and methods.
- Published in:
- Data Mining & Knowledge Discovery, 2019, v. 33, n. 2, p. 293, doi. 10.1007/s10618-018-0595-5
- By:
- Publication type:
- Article
Guest editors' introduction: special issue of the ECML/PKDD 2014 journal track.
- Published in:
- 2014
- By:
- Publication type:
- Editorial
FURIA: an algorithm for unordered fuzzy rule induction.
- Published in:
- 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
Preference-based Online Learning with Dueling Bandits: A Survey.
- Published in:
- Journal of Machine Learning Research, 2021, v. 22, p. 1
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- Publication type:
- Article
On the Bayes-Optimality of F-Measure Maximizers.
- Published in:
- Journal of Machine Learning Research, 2014, v. 15, p. 3333
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- Publication type:
- Article
Functional Classification of Protein Kinase Binding Sites Using Cavbase.
- Published in:
- ChemMedChem, 2007, v. 2, n. 10, p. 1432, doi. 10.1002/cmdc.200700075
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- Publication type:
- Article
Merging chemical and biological space: Structural mapping of enzyme binding pocket space.
- Published in:
- Proteins, 2009, v. 76, n. 2, p. 317, doi. 10.1002/prot.22345
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- Publication type:
- Article
Physicochemical descriptors to discriminate protein-protein interactions in permanent and transient complexes selected by means of machine learning algorithms.
- Published in:
- Proteins, 2006, v. 65, n. 3, p. 607, doi. 10.1002/prot.21104
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- Publication type:
- Article
Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies—part II.
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- 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
Ausgewählte Beiträge des GMA-Fachausschusses 5.14 'Computational Intelligence' Computational Intelligence.
- Published in:
- 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.
- Published in:
- Automatisierungstechnik, 2014, v. 62, n. 10, p. 685, doi. 10.1515/auto-2014-1137
- By:
- Publication type:
- Article
Preference-based Learning of Ideal Solutions in TOPSIS-like Decision Models.
- Published in:
- 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
A systematic approach to the assessment of fuzzy association rules.
- Published in:
- Data Mining & Knowledge Discovery, 2006, v. 13, n. 2, p. 167, doi. 10.1007/s10618-005-0032-4
- By:
- Publication type:
- Article
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction.
- Published in:
- Bioinformatics, 2013, v. 29, n. 16, p. 1946, doi. 10.1093/bioinformatics/btt331
- By:
- Publication type:
- Article
Pairwise versus Pointwise Ranking: A Case Study.
- Published in:
- Schedae Informaticae, 2016, v. 25, p. 73, doi. 10.4467/20838476SI.16.006.6187
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- Publication type:
- Article
Graph-based methods for protein structure comparison.
- Published in:
- WIREs: Data Mining & Knowledge Discovery, 2013, v. 3, n. 5, p. 307, doi. 10.1002/widm.1099
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- Publication type:
- Article
Fuzzy machine learning and data mining<sup>a</sup>.
- Published in:
- WIREs: Data Mining & Knowledge Discovery, 2011, v. 1, n. 4, p. 269, doi. 10.1002/widm.34
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- Publication type:
- Article
EDITORIAL.
- Published in:
- International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, 2007, v. 15, n. 5, p. v
- By:
- Publication type:
- Article
Numerical Methods for Fuzzy Initial Value Problems.
- Published in:
- International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, 1999, v. 7, n. 5, p. 439
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- Publication type:
- Article
An Approach to Modelling and Simulation of Uncertain Dynamical Systems.
- Published in:
- International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, 1997, v. 5, n. 2, p. 117, doi. 10.1142/S0218488597000117
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- Publication type:
- Article