• 369 Citations
  • 6 h-Index
20042017
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Research Output 2004 2017

  • 369 Citations
  • 6 h-Index
  • 13 Conference contribution
  • 9 Article
  • 2 Conference article
2017
2 Citations (Scopus)

Comparative Study on Recent Development of Heuristic Optimization Methods

Sai, V. O., Shieh, C. S., Lin, Y. C., Horng, M. F., Nguyen, T. T., Le, Q. D. & Jiang, J. Y., 2017 Aug 10, Proceedings - 2016 3rd International Conference on Computing Measurement Control and Sensor Network, CMCSN 2016. Tsai, P-W., Watada, J. & Kubota, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 68-71 4 p. 8008642. (Proceedings - 2016 3rd International Conference on Computing Measurement Control and Sensor Network, CMCSN 2016).

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

optimization
genetic algorithms
Particle swarm optimization (PSO)
Genetic algorithms
fireflies
2016
3 Citations (Scopus)

Data Dissemination strategy based on Time Validity for opportunistic networks

Lo, C. C., Kuo, Y. H. & Jiang, J. Y., 2016 Aug 9, ICUFN 2016 - 8th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 1040-1045 6 p. 7536956. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2016-August).

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

2015

Fuzzy-based knowledge discovery from heterogeneous data in planting systems for elderly LOHAS

Hsueh, H. C., Jiang, J. Y., Tsai, J. S., Tsai, W. H., Lee, K. R. & Kuo, Y. H., 2015 Jan 1, In : Journal of Electronic Science and Technology. 13, 1, p. 45-53 9 p.

Research output: Contribution to journalArticle

Data mining
Sustainable development
Health
Fuzzy set theory
Fuzzy sets
2014
131 Citations (Scopus)

A similarity measure for text classification and clustering

Lin, Y. S., Jiang, J. Y. & Lee, S. J., 2014 Jul, In : IEEE Transactions on Knowledge and Data Engineering. 26, 7, p. 1575-1590 16 p., 6420834.

Research output: Contribution to journalArticle

Text processing
Gages

Enhanced online LS-SVM using EMD algorithm for prices prediction of building materials

Yu, Y. H., Chien, H. C., Ting, P. H., Jiang, J. Y. & Chen, P. Y., 2014 Jan 1, 31st International Symposium on Automation and Robotics in Construction and Mining, ISARC 2014 - Proceedings. Ha, Q., Akbarnezhad, A. & Shen, X. (eds.). University of Technology Sydney, p. 302-308 7 p. (31st International Symposium on Automation and Robotics in Construction and Mining, ISARC 2014 - Proceedings).

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

Support vector machines
Decomposition
Costs
23 Citations (Scopus)

Multilabel text categorization based on fuzzy relevance clustering

Lee, S. J. & Jiang, J-Y., 2014 Dec 1, In : IEEE Transactions on Fuzzy Systems. 22, 6, p. 1457-1471 15 p., 6679223.

Research output: Contribution to journalArticle

Text Categorization
Fuzzy clustering
Clustering
Data storage equipment
Text Classification
2013

An improved binary tree topology for ZigBee networks for high efficiency network addressing

Horng, M. F., Jiang, J. Y., Lee, K. R., Lee, Y. C. & Shieh, C. C., 2013 Jan 1, Proceedings - International Conference on Machine Learning and Cybernetics. IEEE Computer Society, p. 1152-1156 5 p. 6890764. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 3).

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

Binary trees
Zigbee
Wireless sensor networks
Topology
Routers
2012
4 Citations (Scopus)

A dissimilarity measure for document clustering

Jiang, J-Y., Cheng, W. H. & Lee, S. J., 2012 Jan 1, In : ICIC Express Letters. 6, 1, p. 15-21 7 p.

Research output: Contribution to journalArticle

51 Citations (Scopus)

FSKNN: Multi-label text categorization based on fuzzy similarity and k nearest neighbors

Jiang, J. Y., Tsai, S. C. & Lee, S. J., 2012 Feb 15, In : Expert Systems With Applications. 39, 3, p. 2813-2821 9 p.

Research output: Contribution to journalArticle

Labels
Costs
2011
102 Citations (Scopus)

A fuzzy self-constructing feature clustering algorithm for text classification

Jiang, J. Y., Liou, R. J. & Lee, S. J., 2011 Jan 31, In : IEEE Transactions on Knowledge and Data Engineering. 23, 3, p. 335-349 15 p., 5530315.

Research output: Contribution to journalArticle

Membership functions
Clustering algorithms
5 Citations (Scopus)

A similarity measure for text processing

Jiang, J. Y., Cheng, W. H., Chiou, Y. S. & Lee, S. J., 2011 Nov 7, Proceedings of 2011 International Conference on Machine Learning and Cybernetics, ICMLC 2011. p. 1460-1465 6 p. 6016998. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 4).

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

Text processing
2 Citations (Scopus)

FMLKNN: A fuzzy membership function based K-Nearest Neighbor approach for multi-label classification

Jiang, J-Y. & Lee, S. J., 2011 Apr 1, In : ICIC Express Letters. 5, 4 A, p. 1069-1075 7 p.

Research output: Contribution to journalArticle

Membership functions
Labels
3 Citations (Scopus)

MIKM: A mutual information-based K-medoids approach for feature selection

Jiang, J. Y., Su, Y. L. & Lee, S. J., 2011 Nov 7, Proceedings of 2011 International Conference on Machine Learning and Cybernetics, ICMLC 2011. p. 102-107 6 p. 6016694. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 1).

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

Feature extraction
2 Citations (Scopus)

Rankom: A query-dependent ranking system for information retrieval

Jiang, J. Y., Lee, L. W. & Lee, S. J., 2011 Dec 1, In : International Journal of Innovative Computing, Information and Control. 7, 12, p. 6739-6756 18 p.

Research output: Contribution to journalArticle

Information retrieval
Information Retrieval
Ranking
Query
Dependent
2010

A distributional similarity measure for query-dependent ranking in web mining

Jiang, J. Y., Lee, L. W. & Lee, S. J., 2010 Nov 15, 2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010. p. 2875-2880 6 p. 5580775. (2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010; vol. 6).

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

Information retrieval
1 Citation (Scopus)

A mixture approach for multi-label document classification

Tsai, S. C., Jiang, J-Y. & Lee, S. J., 2010 Dec 1, Proceedings - International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2010. p. 387-391 5 p. 5695481. (Proceedings - International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2010).

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

Labels
Costs
2009
5 Citations (Scopus)

A fuzzy similarity-based approach for multi-label document classification

Tsai, S. C., Jiang, J-Y., Wu, C. D. & Lee, S. J., 2009 Dec 1, 2nd International Workshop on Computer Science and Engineering, WCSE 2009. p. 59-63 5 p. 5403378. (2nd International Workshop on Computer Science and Engineering, WCSE 2009; vol. 2).

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

Labels
Adaptive systems
10 Citations (Scopus)

A query-dependent ranking approach for search engines

Lee, L. W., Jiang, J. Y., Wu, C. D. & Lee, S. J., 2009 Dec 1, 2nd International Workshop on Computer Science and Engineering, WCSE 2009. p. 259-263 5 p. 5403423. (2nd International Workshop on Computer Science and Engineering, WCSE 2009; vol. 1).

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

Search engines
2008
16 Citations (Scopus)

Mining fuzzy periodic association rules

Lee, W. J., Jiang, J. Y. & Lee, S. J., 2008 Jun 1, In : Data and Knowledge Engineering. 65, 3, p. 442-462 21 p.

Research output: Contribution to journalArticle

Association rules
Periodicity
2007

A clustering scheme for large high-dimensional document datasets

Jiang, J-Y., Chen, J. W. & Lee, S. J., 2007 Dec 1, Advances in Computation and Intelligence - Second International Symposium, ISICA 2007, Proceedings. p. 511-519 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4683 LNCS).

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

Scalability
High-dimensional
Clustering
Document Clustering
Dimensionality

A confidence-based hierarchical feature clustering algorithm for text classification

Jiang, J-Y., Yin, K. T. & Lee, S. J., 2007 Dec 1, Proceedings The 2007 International Conference on Intelligent Pervasive Computing, IPC 2007. p. 161-164 4 p. 4438416. (Proceedings The 2007 International Conference on Intelligent Pervasive Computing, IPC 2007).

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

Clustering algorithms
Merging
4 Citations (Scopus)

A weight-based feature extraction approach for text classification

Jiang, J-Y. & Lee, S. J., 2007 Jan 1, Second International Conference on Innovative Computing, Information and Control, ICICIC 2007. IEEE Computer Society, 4427809. (Second International Conference on Innovative Computing, Information and Control, ICICIC 2007).

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

Feature extraction
2005
2 Citations (Scopus)

Mining calendar-based asynchronous periodical association rules with fuzzy calendar constraints

Jiang, J-Y., Lee, W. J. & Lee, S. J., 2005 Sep 1, In : IEEE International Conference on Fuzzy Systems. p. 773-778 6 p.

Research output: Contribution to journalConference article

Calendar
Association rules
Association Rules
Mining
Fuzzy set theory
2004
3 Citations (Scopus)

An efficient algorithm to discover calendar-based temporal association rules

Lee, W. J., Jiang, J. Y. & Lee, S. J., 2004 Dec 1, In : Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 4, p. 3122-3127 6 p.

Research output: Contribution to journalConference article

Association rules
Stars