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A multi-dimensional transformer encoder framework for modeling fine-grained student programming behavior

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A multi-dimensional transformer encoder framework for modeling fine-grained student programming behavior

Grota Abdelkader et al · Springer · 2026 · ISSN 2948-2992

Abstract Learning to program is not just about writing code. It is a complex process involving trial and error, hesitation, corrections, and sometimes silence. And each student experiences it in their own way. Understand...

LCC LCC:Electronic computers. Computer scienceIdioma eng

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Path planning for construction site inspection robots based on the hybrid optimization of improved APF and improved ACO

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Path planning for construction site inspection robots based on the hybrid optimization of improved APF and improved ACO

Yu Hu · Springer · 2026 · ISSN 2731-0809

Abstract In response to the dual challenges of complex static obstacles and frequent dynamic disturbances in the construction site environment, this paper proposes a hybrid path planning strategy that integrates global s...

LCC TENDOkNvbXB1dGF0aW9uYWwgbGluZ3Vpc3RpY3MuIE5hdHVyYWwgbGFuZ3VhZ2UgcHJvY2Vzc2luZw~~; LCC:Electronic computers. Computer sciIdioma eng

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