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BMC bioinformatics, ISSN 1471-2105, 2019, Volume 20, Issue 1, pp. 525 - 12
Journal Article
Pattern Recognition, ISSN 0031-3203, 08/2016, Volume 56, pp. 170 - 183
Many hierarchical multi-label classification systems predict a real valued score for every (instance, class) couple, with a higher score reflecting more... 
Hierarchical loss | Hierarchical multi-label classification | HMC-loss | Threshold optimisation | F-measure | ENSEMBLES | STATISTICAL COMPARISONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | CLASSIFIERS | ENGINEERING, ELECTRICAL & ELECTRONIC | Data mining | Analysis | Methods | Classifiers | Thresholds | Classification | Labelling | Strategy | Labels | Conversion | Optimization
Journal Article
BMC bioinformatics, ISSN 1471-2105, 09/2019, Volume 20, Issue 1, pp. 1 - 32
...Author(s): Felipe Kenji Nakano[sup.1,2], Mathias Lietaert[sup.3] and Celine Vens[sup.1,2] Background Due to technological advancements, the generation... 
Usage | Models | Algorithms | Protein-protein interactions | Machine learning | Hierarchical multi-label classification | Benchmark datasets | Protein function prediction
Journal Article
Journal Article
Machine learning, ISSN 1573-0565, 2018, Volume 107, Issue 8-10, pp. 1257 - 1281
Journal Article
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 01/2010, Volume 11, Issue 1, pp. 2 - 2
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10312, pp. 3 - 18
Conference Proceeding
Journal of biomedical informatics, ISSN 1532-0464, 2018, Volume 85, pp. 40 - 48
[Display omitted] •We highlight the issue of lacking variance in biomedical data.•We inform the scientific community about the way it affects machine... 
Extremely randomized trees | Tree-embeddings | Biomedical data mining | Tree-ensembles | DIMENSIONALITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MEDICAL INFORMATICS | Data mining | Algorithms | Machine learning
Journal Article
BMC BIOINFORMATICS, ISSN 1471-2105, 09/2019, Volume 20, Issue 1, p. 485
Journal Article
Science (American Association for the Advancement of Science), ISSN 1095-9203, 2017, Volume 355, Issue 6327, pp. 820 - 826
It is still not possible to predict whether a given molecule will have a perceived odor or what olfactory percept it will produce. We therefore organized the... 
PROFILES | MULTIDISCIPLINARY SCIENCES | PLEASANTNESS | Datasets as Topic | Models, Biological | Humans | Adult | Male | Olfactory Perception | Odorants | Smell | Competition | Odor intensity | Olfactory perception | Psychophysics | Learning algorithms | Algorithms | Odors | Molecular modelling | Sensory evaluation | Machine learning | Olfaction | Spices | Sensory properties | Sweet taste | Accuracy | Databases | Predictions | Fish | Mathematical models
Journal Article
Journal Article
Journal Article
Cytometry Part A, ISSN 1552-4922, 01/2016, Volume 89, Issue 1, pp. 16 - 21
Journal Article