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The phrase "attempted to recognize" is correct and usable in written English.
You can use it when describing an effort made to identify or acknowledge something or someone.
Example: "The researchers attempted to recognize patterns in the data that could lead to new insights."
Alternatives: "sought to identify" or "tried to acknowledge".
Exact(7)
Classical work on eliciting and representing preferences over multi-attribute alternatives has attempted to recognize conditions under which value functions take on particularly simple and compact form, making their elicitation much easier.
Literature survey shows research work that attempted to recognize composers in an automated manner.
On the other hand, Ning et al. [7] explored a multilayer convolutional neural network with the intensities of local patches as the initial input and attempted to recognize five categories: cell wall, cytoplasm, nucleus membrane, nucleus, and outside medium.
Over the past decade or so, many second language acquisition (SLA) researchers who involve in psycholinguistic studies have attempted to recognize implementational variables and task design characteristics that might lessen the cognitive load of tasks for L2 learners and direct their attention to various dimensions of language performance in pre-determined ways (Skehan, 1998a).
We then attempted to recognize the smallest set of markers with the best discriminative ability to appropriately classify the samples.
In NLP, researchers have attempted to recognize rhetorical relations using manually crafted and statistical techniques [ 19, 20].
Similar(53)
The RNC, like the black history month it attempts to recognize, simply isn't inclusive.
It attempts to recognize good variation directions and increase the number of generations having fitness improvement.
The American College of Surgeons Guidelines Program attempts to recognize useful surgical guidelines and develop research questions to help clarify existing clinical guidelines.
By attempting to recognize the litter pickers, the city government is essentially recognizing that the cartoneros are providing a public service.
It attends to the most salient location in the scene, and attempts to recognize the attended object through hierarchical matching against object representations stored in long-term memory.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com