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Shyu, Mei
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A survey on deep learning: algorithms, techniques, and applications
Pouyanfar S., Sadiq S., Yan Y., Tian H., Tao Y., Reyes M., Shyu M., Chen S., Iyengar S. ACM Computing Surveys 51(5): 1-36, 2018. Type: Article
Deep learning (DL) algorithms, characterized by mapping from input to output (labels or classes) with multiple hidden layers in between, have revived the excitement of artificial intelligence (AI) to get closer to its initial vision of...
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Oct 16 2020
Multimedia big data analytics: a survey
Pouyanfar S., Yang Y., Chen S., Shyu M., Iyengar S. ACM Computing Surveys 51(1): 1-34, 2018. Type: Article
Big data continues to grow exponentially. One source of that growth--multimedia data--has not received comprehensive study. The authors correct this deficit by presenting the results of a broad multidimensional survey...
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Jan 16 2019
A unified framework for image database clustering and content-based retrieval
Shyu M., Chen S., Chen M., Zhang C. Multimedia databases (Proceedings of the 2nd ACM International Workshop on Multimedia Databases, Washington, DC, USA, Nov 13, 2004) 19-27, 2004. Type: Proceedings
A unified framework to support image database clustering and content-based image retrieval is proposed by the authors. For this purpose, they use the Markov model mediators (MMMs) mechanism to facilitate conceptual clustering. A MMM (t...
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Jan 31 2005
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