Diferencia entre revisiones de «MaterialesMgranaActiveLearning»
De Grupo de Inteligencia Computacional (GIC)
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*image retrieval [http://www.sciencedirect.com/science/article/pii/S0262885606000205], [http://www.sciencedirect.com/science/article/pii/S0031320310005753],[http://www.sciencedirect.com/science/article/pii/S0031320309000892], [http://www.sciencedirect.com/science/article/pii/S0031320311001853] | *image retrieval [http://www.sciencedirect.com/science/article/pii/S0262885606000205], [http://www.sciencedirect.com/science/article/pii/S0031320310005753],[http://www.sciencedirect.com/science/article/pii/S0031320309000892], [http://www.sciencedirect.com/science/article/pii/S0031320311001853] | ||
* video indexing [http://www.sciencedirect.com/science/article/pii/S0923596507000744] | * video indexing [http://www.sciencedirect.com/science/article/pii/S0923596507000744] | ||
* webpage clasification y otras [http://www.sciencedirect.com/science/article/pii/S0031320310001500] | * webpage clasification y otras [http://www.sciencedirect.com/science/article/pii/S0031320310001500], biomedical literature on protein-protein interaction [http://www.sciencedirect.com/science/article/pii/S0957417409000876] | ||
* microarray data [http://www.sciencedirect.com/science/article/pii/S0888613X07000369] | * microarray data [http://www.sciencedirect.com/science/article/pii/S0888613X07000369] | ||
* speech recognition [http://www.sciencedirect.com/science/article/pii/S0885230809000187] | * speech recognition [http://www.sciencedirect.com/science/article/pii/S0885230809000187] | ||
Revisión del 02:38 5 jul 2011
Active learning [1] es una linea de trabajo de interés actual con aplicaciones a proceso de imagen de percepcion remota o imagen medica. Implica el control sobre los datos usados en el entrenamiento, en el límite implica la interacción con el usuario y es una forma de 'reinforcement learning y de relevance feedback
- adaptación de clasificadores de imagenes remotas [2]
- image retrieval [3], [4],[5], [6]
- video indexing [7]
- webpage clasification y otras [8], biomedical literature on protein-protein interaction [9]
- microarray data [10]
- speech recognition [11]
- network intrusion detection [12]
- entrenamiento de redes neuronales, LVQ [13], probabilistic RBF [14], canonical component analysis CCA [15],
- aproximacion de value function en reinforcement learning [16]
- theoretical computer science [17], con regularizacion adaptativa [18], ensemble with model selection [19], optimal sampling [20], agnostic active learning [21], AUC maximization [22]
