Výsledky vyhledávání - "S.I.: From Theory to Practice: Real-World Applications of AI in Data Science"

Knowledge distillation vulnerability of DeiT through CNN adversarial attack Autor Hong, Inpyo, Choi, Chang

“…In the field of computer vision, active research is conducted to improve model performance. The successful application of transformer models in computer vision…”
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A novel feature selection method based on adaptive search particle swarm optimization Autor Han, Fei, Wang, Yi-Huai, Li, Fan-Yu

“…As an effective method for data dimensionality reduction, feature selection could improve the classification accuracy and reduce the computational cost when…”
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Bias analysis of AI models for undergraduate student admissions Autor Van Busum, Kelly, Fang, Shiaofen

“…Bias detection and mitigation is an active area of research in machine learning. This work extends previous research done by the authors Van Busum and Fang…”
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Graph-level heterogeneous information network embeddings for cardholder transaction analysis Autor Damoun, Farouk, Seba, Hamida, Hilger, Jean, State, Radu

“…Graph-related applications, including classification, regression, and clustering, have seen significant advancements with the development of graph neural…”
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Evolutionary extreme learning machine based on an improved MOPSO algorithm Autor Ling, Qinghua, Tan, Kaimin, Wang, Yuyan, Li, Zexu, Liu, Wenkai

“…Extreme learning machine (ELM), as a single hidden layer feedforward neural network (SLFN), has attracted extensive attention because of its fast learning…”
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