Mei-Ling Shyu

Professor

  • 2983 Citations
19992019
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Semantics Engineering & Materials Science
Data mining Engineering & Materials Science
Classifiers Engineering & Materials Science
Image retrieval Engineering & Materials Science
Association rules Engineering & Materials Science
Feature extraction Engineering & Materials Science
Intrusion detection Engineering & Materials Science
Bandwidth Engineering & Materials Science

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Research Output 1999 2019

A power efficient neural network implementation on heterogeneous FPGA and GPU Devices

Tu, Y., Sadiq, S., Tao, Y., Shyu, M. L. & Chen, S. C., Jul 2019, Proceedings - 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science, IRI 2019. Institute of Electrical and Electronics Engineers Inc., p. 193-199 7 p. 8843495. (Proceedings - 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science, IRI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital arithmetic
Disaster prevention
Data integration
Information use
Computer graphics

Automated neural network construction with similarity sensitive evolutionary algorithms

Tian, H., Chen, S. C., Shyu, M. L. & Rubin, S. H., Jul 2019, Proceedings - 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science, IRI 2019. Institute of Electrical and Electronics Engineers Inc., p. 283-290 8 p. 8843445. (Proceedings - 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science, IRI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data integration
Image classification
Information use
Evolutionary algorithms
Automation

DISL: Deep Isomorphic Substructure Learning for network representations

Cui, S., Li, T., Chen, S. C., Shyu, M. L., Li, Q. & Zhang, H., Jan 1 2019, (Accepted/In press) In : Knowledge-Based Systems. 105086.

Research output: Contribution to journalArticle

Complex networks
Electric network analysis
Topology
Neural networks
Deep learning

Efficient Incremental Training for Deep Convolutional Neural Networks

Tao, Y., Tu, Y. & Shyu, M-L., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 286-291 6 p. 8695339. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Image classification
Experiments

Genetic algorithm based deep learning model selection for visual data classification

Tian, H., Chen, S. C. & Shyu, M. L., Jul 2019, Proceedings - 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science, IRI 2019. Institute of Electrical and Electronics Engineers Inc., p. 127-134 8 p. 8843497. (Proceedings - 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science, IRI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data integration
Image classification
Information use
Knowledge management
Learning algorithms