Mei-Ling Shyu

Professor

  • 3020 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

Anomaly detection of earthquake precursor data using long short-term memory networks

Cai, Y., Shyu, M. L., Tu, Y. X., Teng, Y. T. & Hu, X. X., Jan 1 2019, (Accepted/In press) In : Applied Geophysics.

Research output: Contribution to journalArticle

earthquake precursor
earthquakes
anomalies
anomaly
preprocessing

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

Field programmable gate arrays (FPGA)
Neural networks
Closed circuit television systems
Image recognition
Face recognition

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

Evolutionary algorithms
Neural networks
Deep learning

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