Concepedia

Robust Bloom Filters for Large MultiLabel Classification Tasks

Moustapha Cissé, Nicolas Usunier, Thierry Artières, Patrick Gallinari

HAL (Le Centre pour la Communication Scientifique Directe) · 2013 · 70 citations · 14 references

Open access

Concepts

ComputingComputer ScienceData StructuresMachine LearningNatural Language ProcessingClassificationDimensionality ReductionPattern RecognitionRepresentation LearningScalable Machine LearningSublinear AlgorithmsBenchmark DatasetsBinary ClassificationBloom FiltersComplexityLabelsLarge-scale ClassificationMulti-label Text ClassificationMultilabel Classification

Abstract

International audience

References

14

Fast unfolding of communities in large networks

Vincent D. Blondel, Jean‐Loup Guillaume, Renaud Lambiotte et al. · Journal of Statistical Mechanics Theory and Experiment · 2008 · 21.2K citations · Full text

Computing, Sociology, Community Assessment +14

Space/time trade-offs in hash coding with allowable errors

Burton H. Bloom · Communications of the ACM · 1970 · 7.5K citations · Full text

Computing, Computer Engineering, Computer Science +11

LIBLINEAR: A Library for Large Linear Classification

Rong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh et al. · 2008 · 6.6K citations

Computing, Computer Science, Data Science +17

Classifier chains for multi-label classification

Jesse Read, Bernhard Pfahringer, Geoffrey Holmes et al. · Machine Learning · 2011 · 2.3K citations · Full text

Computing, Computer Science, Data Mining +6

Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains

Weiwei Cheng, Eyke H llermeier, Krzysztof Dembczyński · International Conference on Machine Learning · 2010 · 376 citations

Computing, Computer Science, Machine Learning +16