Profiles

Zongyuan Zhao

UTAS Home Dr. Zongyuan Zhao

Zongyuan Zhao

Research Engineer

Newnham Campus

03 6324 3469 (phone)

zongyuan.zhao@utas.edu.au

View more on Dr Zongyuan Zhao in WARP

Fields of Research

  • Neural, Evolutionary and Fuzzy Computation (080108)
  • Computer-Human Interaction (080602)

Research Objectives

  • Information Processing Services (incl. Data Entry and Capture) (890205)
  • Expanding Knowledge in the Information and Computing Sciences (970108)

Publications

Total publications

13

Journal Article

(5 outputs)
YearCitationAltmetrics
2017Kabir MMJ, Xu S, Kang BH, Zhao Z, 'A new multiple seeds based genetic algorithm for discovering a set of interesting Boolean association rules', Expert Systems With Applications, 74 pp. 55-69. ISSN 0957-4174 (2017) [Contribution to Refereed Journal]

DOI: 10.1016/j.eswa.2017.01.001 [eCite] [Details]

Citations: Scopus - 15Web of Science - 13

Co-authors: Kabir MMJ; Xu S; Kang BH

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2015Zhao Z, Xu S, Kang BH, Kabir MMJ, Liu Y, et al., 'Investigation and improvement of multi-layer perceptron neural networks for credit scoring', Expert Systems With Applications, 42, (7) pp. 3508-3516. ISSN 0957-4174 (2015) [Refereed Article]

DOI: 10.1016/j.eswa.2014.12.006 [eCite] [Details]

Citations: Scopus - 53Web of Science - 41

Co-authors: Xu S; Kang BH; Kabir MMJ; Wasinger R

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2014Kabir MMJ, Xu S, Kang BH, Zhao Z, 'Association rule mining for both frequent and infrequent items using particle swarm optimization algorithm', International Journal on Computer Science and Engineering, 6, (7) pp. 221-231. ISSN 0975-3397 (2014) [Refereed Article]

[eCite] [Details]

Co-authors: Kabir MMJ; Xu S; Kang BH

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2014Kabir MMJ, Xu S, Kang BH, Zhao Z, 'A hybrid GeneticMax algorithm for improving the traditional genetic based approach for mining maximal frequent item sets', International Journal of Computer Science and Network Security, 14, (10) pp. 27-35. ISSN 1738-7906 (2014) [Refereed Article]

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Co-authors: Kabir MMJ; Xu S; Kang BH

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2014Zhao Z, Xu S, Kang BH, Kabir MMJ, Liu Y, 'Investigation of multilayer perceptron and class imbalance problems for credit rating', International Journal of Computer and Information Technology, 3, (4) pp. 805-812. ISSN 2279-0764 (2014) [Refereed Article]

[eCite] [Details]

Co-authors: Xu S; Kang BH; Kabir MMJ

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Chapter in Book

(1 outputs)
YearCitationAltmetrics
2016Zhao Z, Xu S, Kang BH, Kabir MMJ, Liu Y, et al., 'Utilizing Feature Selection on Higher Order Neural Networks', Applied Artificial Higher Order Neural Networks for Control and Recognition, Information Science Reference, M Zhang (ed), Hershey PA, USA, pp. 375-390. ISBN 9781522500636 (2016) [Research Book Chapter]

DOI: 10.4018/978-1-5225-0063-6.ch015 [eCite] [Details]

Co-authors: Xu S; Kang BH; Kabir MMJ; Wasinger R

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Conference Publication

(7 outputs)
YearCitationAltmetrics
2017Zhao Z, Yang W, Chinthammit W, Rawnsley R, Neumeyer P, et al., 'A New approach to utilize augmented reality on precision livestock farming', Proceedings from the Eurographics Symposium on Virtual Environments, 22-24 November 2017, Adelaide, Australia, pp. 185-188. ISBN 9783038680383 (2017) [Refereed Conference Paper]

DOI: 10.2312/egve.20171357 [eCite] [Details]

Co-authors: Yang W; Chinthammit W; Rawnsley R; Neumeyer P; Cahoon S

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2016Kabir MMJ, Xu S, Kang BH, Zhao Z, 'Multiple seeds based evolutionary algorithm for mining Boolean association rules', Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining Workshops (PAKDD 2016), 19 April 2016, Auckland, New Zealand, pp. 61-72. ISBN 9783319429953 (2016) [Refereed Conference Paper]

DOI: 10.1007/978-3-319-42996-0_6 [eCite] [Details]

Co-authors: Kabir MMJ; Xu S; Kang BH

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2015Kabir MMJ, Xu S, Kang BH, Zhao Z, 'Comparative analysis of genetic based approach and apriori algorithm for mining maximal frequent item sets', Proceedings of the 2015 IEEE Congress on Evolutionary Computation, 25-28 May 2015, Sendai, Japan, pp. 39-45. ISBN 978-1-4799-7492-4 (2015) [Refereed Conference Paper]

DOI: 10.1109/CEC.2015.7256872 [eCite] [Details]

Citations: Scopus - 6

Co-authors: Kabir MMJ; Xu S; Kang BH

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2015Kabir MMJ, Xu S, Kang BH, Zhao Z, 'Discovery of interesting association rules using genetic algorithm with adaptive mutation', Lecture Notes in Computer Science: 22nd International Conference, ICONIP 2015 - Neural Information Processing, 09-12 November 2015, Istanbul, Turkey, pp. 96-105. ISBN 978-3-319-26534-6 (2015) [Refereed Conference Paper]

DOI: 10.1007/978-3-319-26535-3_12 [eCite] [Details]

Citations: Scopus - 1

Co-authors: Kabir MMJ; Xu S; Kang BH

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2015Kabir MMJ, Xu S, Kang BH, Zhao Z, 'A new evolutionary algorithm for extracting a reduced set of interesting association rules', Lecture Notes in Computer Science: 22nd International Conference, ICONIP 2015 - Neural Information Processing, 09-12 November 2015, Istanbul, Turkey, pp. 133-142. ISBN 978-3-319-26534-6 (2015) [Refereed Conference Paper]

DOI: 10.1007/978-3-319-26535-3_16 [eCite] [Details]

Citations: Scopus - 7Web of Science - 6

Co-authors: Kabir MMJ; Xu S; Kang BH

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2014Kabir M, Xu S, Kang BH, Zhao Z, 'A novel approach to mining maximal frequent itemsets based on genetic algorithm', Proceedings of the 9th International Conference on Information Technology and Applications, 1-4 July 2014, Sydney, Australia, pp. 1-6. ISBN 978-0-9803267-6-5 (2014) [Refereed Conference Paper]

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Co-authors: Kabir M; Xu S; Kang BH

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2014Zhao Z, Xu S, Kang BH, Kabir M, Liu Y, 'Instance selection and optimization of neural networks', Proceedings of the 9th International Conference on Information Technology and Applications, 1-4 July 2014, Sydney, Australia, pp. 1-6. ISBN 978-0-9803267-6-5 (2014) [Refereed Conference Paper]

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Co-authors: Xu S; Kang BH; Kabir M

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