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Damova, Mariana
Sofia, Bulgaria
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- 10 of 45 reviews

  Structured pruning of deep convolutional neural networks
Anwar S., Hwang K., Sung W.  ACM Journal on Emerging Technologies in Computing Systems 13(3): 1-18, 2017. Type: Article

A step toward improving the performance of deep learning by adding rules to node propagation, this paper is an interesting contribution to the area of neural networks....

Dec 20 2017  
  Natural language processing for the semantic web
Maynard D., Bontcheva K., Augenstein I.,  Morgan & Claypool Publishers, San Rafael, CA, 2017. 196 pp. Type: Book (978-1-627059-09-1)

A hands-on reference book, Natural language processing for the semantic web offers useful introductory insight and a catalogue of methods and tools related to the theory and practice of unstructured data management....

Oct 4 2017  
  Reducing uncertainty of dynamic heterogeneous information networks: a fusing reconstructing approach
Yang N., He L., Li Z., Yu P.  Data Mining and Knowledge Discovery 31(3): 879-906, 2017. Type: Article

A detailed technical account, this paper presents a new method of handling heterogeneous information network analysis....

Aug 8 2017  
  Multilayer control of networked cyber-physical systems: application to monitoring, autonomous and robot systems
Manfredi S.,  Springer International Publishing, New York, NY, 2016. 137 pp. Type: Book (978-3-319416-45-8)

A highly specialized overview of an area of industrial control, Multilayer control of networked cyber-physical systems (NCPSs) offers a detailed account of the concept, the theory, and some applications of NCPSs....

May 22 2017  
  Event mining: algorithms and applications
Li T.,  Chapman & Hall/CRC, Boca Raton, FL, 2016. 332 pp. Type: Book (978-1-466568-57-0)

A very interesting and well-structured survey work, Event mining: algorithms and applications succeeds in presenting a thorough overview of the most important characteristics of the field of event processing. It is a unique and first-of-its...

May 11 2017  
  Intelligent computing systems: emerging application areas
Tsihrintzis G., Virvou M., Jain L.,  Springer International Publishing, New York, NY, 2016. 368 pp. Type: Book (978-3-662491-77-5)

A kaleidoscope of topics, approaches, and writing styles, Intelligent computing systems: emerging application areas presents a rare variety of content....

Dec 1 2016  
  Towards information diffusion in mobile social networks
Lu Z., Wen Y., Zhang W., Zheng Q., Cao G.  IEEE Transactions on Mobile Computing 15(5): 1292-1304, 2016. Type: Article

A thorough technical account, this paper addresses an important emerging opportunity in mobile social networks: viral marketing....

Sep 6 2016  
  Multimedia ontology: representation and applications
Chaudhury S., Mallik A., Ghosh H.,  Chapman & Hall/CRC, Boca Raton, FL, 2015. 256 pp. Type: Book (978-1-482236-34-7)

This exquisitely detailed and thorough account offers very interesting and useful insight into the semantics of multimedia and the state of the art of multimedia modeling and semantic-based applications related to multimedia....

May 24 2016  
  A modified kernel clustering method with multiple factors
Zhu C., Gao D.  Pattern Analysis & Applications 18(4): 871-886, 2015. Type: Article

An optimization technique, a modified kernel clustering method, is presented in this paper, making a contribution to the improvement of the performance of kernel clustering....

Jan 6 2016  
  Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning
Lin Z., Liu R., Li H.  Machine Learning 99(2): 287-325, 2015. Type: Article

Describing a technical enhancement for solving machine learning cases with multiple blocks of variables, this paper is a solid contribution to the methods improving machine learning efficiency....

Nov 30 2015  
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