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Deep Learning Based Imbalanced Data Classification and Information Retrieval for Multimedia Big Data
Direct linkYan, Yilin – ProQuest LLC, 2018
The development in information science has enabled an explosive growth of data, which attracts more and more researchers to engage in the field of big data analytics. Noticeably, in many real-world applications, large amounts of data are imbalanced data since the events of interests occur infrequently. Classification of imbalanced data is an…
Descriptors: Information Science, Information Retrieval, Multimedia Materials, Data
Peer reviewedDuffy, Ryan D.; Allan, Blake A.; Dik, Bryan J. – Journal of Vocational Behavior, 2011
The present study examined the relation of calling and academic satisfaction with a diverse sample of 312 undergraduate students. The presence of a calling was moderately correlated with academic satisfaction, and a multiple mediation model was utilized to test three potential mediators to this relation: career decision self-efficacy, work hope,…
Descriptors: Undergraduate Students, Relationship, Career Choice, Hermeneutics
