Wei-Chun Chiang

Project Assistant Research Fellow

  • 117 Citations
  • 5 h-Index
20112017
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  • 8 Similar Profiles
Electrocardiography Engineering & Materials Science
Classifiers Engineering & Materials Science
Support vector machines Engineering & Materials Science
Decision Trees Medicine & Life Sciences
Arrhythmia Mathematics
Feature extraction Engineering & Materials Science
Sleep Stages Medicine & Life Sciences
Sleep Apnea Syndromes Medicine & Life Sciences

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Research Output 2011 2017

  • 117 Citations
  • 5 h-Index
  • 3 Conference contribution
  • 2 Article
9 Citations (Scopus)

Automatic ECG-Based Emotion Recognition in Music Listening

Hsu, Y. L., Wang, J. S., Chiang, W. C. & Hung, C. H., 2017 Dec 15, (Accepted/In press) In : IEEE Transactions on Affective Computing.

Research output: Contribution to journalArticle

Electrocardiography
Discriminant analysis
Support vector machines
Feature extraction
8 Citations (Scopus)

A music emotion recognition algorithm with hierarchical svm based classifiers

Chiang, W. C., Wang, J. S. & Hsu, Y. L., 2014 Jan 1, Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014. IEEE Computer Society, p. 1249-1252 4 p. 6846115. (Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014).

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

Feature extraction
Classifiers
Support vector machines
Audio recordings
82 Citations (Scopus)

ECG arrhythmia classification using a probabilistic neural network with a feature reduction method

Wang, J. S., Chiang, W. C., Hsu, Y. L. & Yang, Y. T. C., 2013 Sep 20, In : Neurocomputing. 116, p. 38-45 8 p.

Research output: Contribution to journalArticle

Electrocardiography
Cardiac Arrhythmias
Neural networks
Classifiers
Sampling
9 Citations (Scopus)

Sleep stage classification of sleep apnea patients using decision-tree-based support vector machines based on ECG parameters

Wang, J. S., Shih, G. R. & Chiang, W. C., 2012 Jul 30, Proceedings - IEEE-EMBS International Conference on Biomedical and Health Informatics: Global Grand Challenge of Health Informatics, BHI 2012. p. 285-288 4 p. 6211567. (Proceedings - IEEE-EMBS International Conference on Biomedical and Health Informatics: Global Grand Challenge of Health Informatics, BHI 2012).

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

Decision Trees
Sleep Stages
Sleep Apnea Syndromes
Decision trees
Electrocardiography
9 Citations (Scopus)

An effective ECG arrhythmia classification algorithm

Wang, J. S., Chiang, W. C., Yang, Y. T. C. & Hsu, Y. L., 2011 Dec 1, Bio-Inspired Computing and Applications - 7th International Conference on Intelligent Computing, ICIC 2011, Revised Selected Papers. p. 545-550 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6840 LNBI).

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

Arrhythmia
Classification Algorithm
Electrocardiography
Beat
Probabilistic Neural Network